Publications

2018

Journal Articles

I. Katiricioglu; B. Tekin; M. Salzmann; V. Lepetit; P. Fua : Learning Latent Representations of 3D Human Pose with Deep Neural Networks; International Journal of Computer Vision. 2018-01-31. DOI : 10.1007/s11263-018-1066-6.
C. Cali; M. Wawrzyniak; C. Becker; B. Maco; M. Cantoni et al. : The effects of aging on neuropil structure in mouse somatosensory cortex-A 3D electron microscopy analysis of layer 1; PLoS One. 2018. DOI : 10.1371/journal.pone.0198131.
E. Oveisi; A. Letouzey; S. De Zanet; G. Lucas; M. Cantoni et al. : Stereo-vision three-dimensional reconstruction of curvilinear structures imaged with a TEM; Ultramicroscopy. 2018. DOI : 10.1016/j.ultramic.2017.08.010.
A. Crivellaro; M. Rad; Y. Verdie; K. Yi; P. Fua et al. : Robust 3D Object Tracking from Monocular Images Using Stable Parts; IEEE Trans. Pattern Anal. Mach. Intell.. 2018. DOI : 10.1109/TPAMI.2017.2708711.
P. Glowacki; M. Pinheiro; A. Mosinska; E. Turetken; D. Lebrecht et al. : Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency; IEEE Trans. Pattern Anal. Mach. Intell.. 2018. DOI : 10.1109/TPAMI.2017.2680444.
W. Xu; A. Chatterjee; M. Zollhofer; H. Rhodin; D. Mehta et al. : MonoPerfCap: Human Performance Capture From Monocular Video; ACM Trans. Graph.. 2018. DOI : 10.1145/3181973.
F. Saleh; M. Aliakbarian; M. Salzmann; L. Petersson; J. Alvarez et al. : Incorporating Network Built-in Priors in Weakly-Supervised Semantic Segmentation; IEEE Trans. Pattern Anal. Mach. Intell.. 2018. DOI : 10.1109/TPAMI.2017.2713785.
M. Harandi; M. Salzmann; R. Hartley : Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods; IEEE Trans. Pattern Anal. Mach. Intell.. 2018. DOI : 10.1109/TPAMI.2017.2655048.
V. Paradiso; A. Crivellaro; K. Amgarou; N. de Lanaute; P. Fua et al. : A versatile calibration procedure for portable coded aperture gamma cameras and RGB-D sensors; Nucl. Instrum. Methods Phys. Res. Sect. A-Accel. Spectrom. Dect. Assoc. Equip.. 2018. DOI : 10.1016/j.nima.2017.12.065.
A. Rozantsev; M. Salzmann; P. Fua : Beyond Sharing Weights for Deep Domain Adaptation; Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2018. DOI : 10.1109/TPAMI.2018.2814042.

Conference Papers

T. Bagautdinov; C. Wu; J. Saragih; Y. Sheikh; P. Fua : Modeling Facial Geometry using Compositional VAEs. 2018-06-18. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018.
B. Tekin; S. N. Sinha; P. Fua : Real-Time Seamless Single Shot 6D Object Pose Prediction. 2018-06-18. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA, 2018.
J. Bednarík; M. Salzmann; P. Fua : Learning to Reconstruct Texture-less Deformable Surfaces from a Single View. 2018-03-23. International Conference on 3D Vision, Verona, Italy, September 5-8, 2018.
M. Kozinski; A. J. Mosinska; M. Salzmann; P. Fua : Learning to Segment 3D Linear Structures Using Only 2D Annotations. 2018. MICCAI, Granada, Spain, September 16-20, 2018.
K. Yu; M. Salzmann : Statistically-Motivated Second-order Pooling. 2018. European Conference on Computer Vision 2018 (ECCV2018), Munich, Germany, September 8-14, 2018.
Z. Dang; K. M. Yi; Y. Hu; F. Wang; P. Fua et al. : Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses. 2018. European Conference on Computer Vision, Munich, Germany, September 8-14, 2018.
H. Rhodin; M. Salzmann; P. Fua : Unsupervised Geometry-Aware Representation Learning for 3D Human Pose Estimation. 2018. European Conference on Computer Vision.
P. B. Baqué; E. Remelli; F. Fleuret; P. Fua : Geodesic Convolutional Shape Optimization. 2018. International Conference on Machine Learning (ICML), Stockholm, Sweden, July, 2018.
A. J. Mosinska; P. Marquez Neila; M. Kozinski; P. Fua : Beyond the Pixel-Wise Loss for Topology-Aware Delineation. 2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018.
R. Bermúdez Chacón; P. Marquez Neila; M. Salzmann; P. Fua : A Domain-Adaptive Two-Stream U-Net for Electron Microscopy Image Segmentation. 2018. International Symposium of Biomedical Imaging (ISBI), Washington DC, USA, April 4-7, 2018.
K. Konyushkova; J. Uijlings; C. H. Lampert; V. Ferrari : Learning Intelligent Dialogs for Bounding Box Annotation. 2018. CVPR.
H. Rhodin; J. Spörri; I. Katircioglu; V. Constantin; F. Meyer et al. : Learning Monocular 3D Human Pose Estimation from Multi-view Images. 2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, USA.
A. Rozantsev; M. Salzmann; P. Fua : Residual Parameter Transfer for Deep Domain Adaptation. 2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018.
K. M. Yi; E. Trulls Fortuny; Y. Ono; V. Lepetit; M. Salzmann et al. : Learning to Find Good Correspondences. 2018. Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, June 18-22, 2018.

Theses

B. Tekin : Learning Robust Features and Latent Representations for Single View 3D Pose Estimation of Humans and Objects. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8753.
T. Bagautdinov : Variational Methods for Human Modeling. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8680.
P. B. Baqué : Mean-Field methods for Structured Deep-Learning in Computer Vision. Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8677.

2017

Journal Articles

R. Gala; D. Lebrecht; D. A. Sahlender; A. Jorstad; G. Knott et al. : Computer assisted detection of axonal bouton structural plasticity in in vivo time-lapse images; Elife. 2017. DOI : 10.7554/eLife.29315.
M. A. Pinheiro; J. Kybic; P. Fua : Geometric Graph Matching Using Monte Carlo Tree Search; Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2017. DOI : 10.1109/Tpami.2016.2636200.
E. Oveisi; A. Letouzey; D. Alexander; Q. Jeangros; R. Schäublin et al. : Tilt-less 3-D electron imaging and reconstruction of complex curvilinear structures; Scientific reports. 2017. DOI : 10.1038/s41598-017-07537-6.
E. Oveisi; A. Letouzey; S. De Zanet; G. Lucas; M. Cantoni et al. : Stereo-vision three-dimensional reconstruction of curvilinear structures imaged with a TEM; Ultramicroscopy. 2017. DOI : 10.1016/j.ultramic.2017.08.010.
P. Glowacki; M. Pinheiro; A. Mosinska; E. Türetken; D. Lebrecht et al. : Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2017. DOI : 10.1109/TPAMI.2017.2680444.
E. Türetken; X. Wang; C. J. Becker; C. Haubold; P. Fua : Network Flow Integer Programming to Track Elliptical Cells in Time-Lapse Sequences; IEEE Transactions on Medical Imaging. 2017. DOI : 10.1109/Tmi.2016.2640859.
A. Rozantsev; V. Lepetit; P. Fua : Detecting Flying Objects using a Single Moving Camera; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2017. DOI : 10.1109/TPAMI.2016.2564408.

Conference Papers

K. Konyushkova; R. Sznitman; P. Fua : Learning Active Learning from Data. 2017. Advances in Neural Information Processing Systems.
T. Ajanthan; A. Desmaison; R. Bunel; M. Salzmann; P. H. S. Torr et al. : Efficient Linear Programming for Dense CRFs. 2017. Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, July, 2018. p. 2934-2942. DOI : 10.1109/Cvpr.2017.313.
T. Probst; A. Fossati; M. Salzmann; L. Van Gool : Efficient Model-free Anthropometry from Depth Data. 2017. International Conference on 3D Vision (3DV).
P. Ji; T. Zhang; H. Li; M. Salzmann; I. Reid : Deep Subspace Clustering Networks. 2017. Neural Information Processing Systems (NIPS).
J. Alvarez; M. Salzmann : Compression-aware Training of Deep Networks. 2017. Neural Information Processing Systems (NIPS).
T. Kurmann; P. Marquez Neila; X. Du; P. Fua; D. Stoyanov et al. : Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery. 2017. International Conference on Medical Image Computing and Computer-Assisted Intervention (MCCAI), Quebec, Canada.
B. Tekin; P. Marquez Neila; M. Salzmann; P. Fua : Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation. 2017. International Conference on Computer Vision (ICCV).
M. S. Aliakbarian; F. S. Saleh; M. Salzmann; B. Fernando; L. Petersson et al. : Encouraging LSTMs to Anticipate Actions Very Early. 2017. International Conference on Computer Vision (ICCV).
F. S. Saleh; M. S. Aliakbarian; M. Salzmann; L. Petersson; J. M. Alvarez : Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation. 2017. International Conference on Computer Vision (ICCV).
E. Oveisi; A. Letouzey; P. Fua; C. Hébert : Three-dimensional electron imaging and reconstruction of dislocations from a single acquisition. 2017. Microscopy Conference, Lausanne, Switzerland.
E. Oveisi; S. De Zanet; P. Fua; C. Hébert : Computer Vision Techniques Applied to the Reconstruction of the 3-D Structure of Dislocations. 2017. Microscopy & Microanalysis, St Louis, MO, USA, 2017. p. 102-103. DOI : 10.1017/S1431927617001192.
A. J. Mosinska; J. Tarnawski; P. Fua : Active Learning and Proofreading for Delineation of Curvilinear Structures. 2017. MICCAI, Quebec City, Canada, September 10-14, 2017.
D. Mandl; K. M. Yi; P. Mohr; P. Roth; P. Fua et al. : Learning Lightprobes for Mixed Reality Illumination. 2017. International Symposium on Mixed and Augmented Reality (ISMAR), Nantes, France, October 9–13, 2017.
P. Baqué; F. Fleuret; P. Fua : Multi-Modal Mean-Fields via Cardinality-Based Clamping. 2017. CVPR 2017, Honolulu, Hawaii, USA, July 21-26, 2017. p. 4303-4312. DOI : 10.1109/Cvpr.2017.458.
M. Harandi; M. Salzmann; R. Hartley : Joint Dimensionality Reduction and Metric Learning: A Geometric Take. 2017. International Conference on Machine Learning (ICML).
W. Zhuo; M. Salzmann; X. He; M. Liu : Indoor Scene Parsing with Instance Segmentation, Semantic Labeling and Support Relationship Inference. 2017. Conference on Computer Vision and Pattern Recognition. p. 6269-6275. DOI : 10.1109/Cvpr.2017.664.
A. Thalaiyasingam; A. Desmaison; R. Bunel; M. Salzmann; P. H. S. Torr et al. : Efficient Linear Programming for Dense CRFs. 2017. Conference on Computer Vision and Pattern Recognition.
Z. Hayder; X. He; M. Salzmann : Boundary-aware Instance Segmentation. 2017. Conference on Computer Vision and Pattern Recognition (CVPR). p. 587-595. DOI : 10.1109/Cvpr.2017.70.
A. Rozantsev; S. Sinha; D. Dey; P. Fua : Flight Dynamics-based Recovery of a UAV Trajectory using Ground Cameras. 2017. Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, USA, July, 2017. p. 2482-2491. DOI : 10.1109/Cvpr.2017.266.

Theses

A. Rozantsev : Vision-based detection of aircrafts and UAVs. Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7589.

Patents

P. Fua; V. Lepetit; A. Rozantsev; B. Tekin ; Method, System and Device for Direct Prediction of 3D Body Poses from Motion Compensated Sequence. US2017316578 . 2017.

2016

Journal Articles

M. Baktashmotlagh; M. Harandi; M. Salzmann : Distribution-Matching Embedding for Visual Domain Adaptation; Journal Of Machine Learning Research. 2016.
L. Smith; D. Nevins; N. T. Dat; P. Fua : Measuring the accuracy of softball impact simulations; Sports Engineering. 2016. DOI : 10.1007/s12283-016-0210-1.
D. Robben; E. Tueretken; S. Sunaert; V. Thijs; G. Wilms et al. : Simultaneous segmentation and anatomical labeling of the cerebral vasculature; Medical Image Analysis. 2016. DOI : 10.1016/j.media.2016.03.006.
J. M. Alvarez; M. Salzmann; N. Barnes : Exploiting Large Image Sets for Road Scene Parsing; IEEE Transactions on Intelligent Transportation Systems. 2016. DOI : 10.1109/Tits.2016.2522506.
V. Belagiannis; X. Wang; H. B. Ben Shitrit; K. Hashimoto; R. Stauder et al. : Parsing human skeletons in an operating room; Machine Vision and Applications. 2016. DOI : 10.1007/s00138-016-0792-4.
O. Pertz; L. Fusco; R. Lefort; K. C. Smith; F. Benmansour et al. : Computer vision profiling of neurite outgrowth dynamics reveals spatio-temporal modularity of Rho GTPase signaling; Journal of Cell Biology. 2016. DOI : 10.1083/jcb.201506018.
X. Wang; E. Türetken; F. Fleuret; P. Fua : Tracking Interacting Objects Using Intertwined Flows; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. DOI : 10.1109/Tpami.2015.2513406.
A. Sironi; E. Türetken; V. Lepetit; P. Fua : Multiscale Centerline Detection; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. DOI : 10.1109/Tpami.2015.2462363.
E. Türetken; F. Benmansour; B. Andres; P. R. Glowacki; H. Pfister et al. : Reconstructing Curvilinear Networks using Path Classifiers and Integer Programming; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. DOI : 10.1109/Tpami.2016.2519025.
T. D. Ngo; J. Östlund; P. Fua : Template-based Monocular 3D Shape Recovery using Laplacian Meshes; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2016. DOI : 10.1109/Tpami.2015.2435739.

Conference Papers

E. Oveisi; A. Letouzey; P. Fua; C. Hébert : Three-dimensional electron imaging of dislocations from a single sample tilt. 2016. The 16th European Microscopy Congress 2016, Lyon, France, 28 August - 2 September, 2016. DOI : 10.1002/9783527808465.
B. Fan; Q. Kong; W. Sui; Z. Wang; X. Wang et al. : Do We Need Binary Features for 3D Reconstruction?. 2016. Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Las Vegas, NV, June, 2016. DOI : 10.1109/Cvprw.2016.144.
A. Khan; S. Gould; M. Salzmann : Segmentation of Developing Human Embryo in Time-lapse Microscopy. 2016. International Symposium on Biomedical Imaging (ISBI).
J. M. Alvarez; M. Salzmann : Learning the Number of Neurons in Deep Networks. 2016. Conference on Neural Information Processing Systems (NIPS), Barcelona, Spain.
J. M. Alvarez; M. Salzmann; N. Barnes : Efficient Transductive Semantic Segmentation. 2016. Winter Conference on Applications of Computer Vision (WACV).
K. M. Yi; E. Trulls Fortuny; V. Lepetit; P. Fua : LIFT: Learned Invariant Feature Transform. 2016. European Conference on Computer Vision (ECCV), Amsterdam, The Netherlands, October 8-16, 2016. p. 467-483. DOI : 10.1007/978-3-319-46466-4_28.
K. R. Sapkota; S. A. Roelofsen; A. Rozantsev; V. Lepetit; D. Gillet et al. : Vision-Based Unmanned Aerial Vehicle Detection and Tracking for Sense and Avoid Systems. 2016. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Daejeon, Korea, October 9-14, 2016. p. 1556-1561. DOI : 10.1109/IROS.2016.7759252.
R. Bermúdez-Chacón; C. Becker; M. Salzmann; P. Fua : Scalable Unsupervised Domain Adaptation for Electron Microscopy. 2016. MICCAI 2016, Athens, Greece, October 17-21, 2016.
F. Saleh; M. S. Ali Akbarian; M. Salzmann; L. Petersson; S. Gould et al. : Built-in Foreground/Background Prior for Weakly-Supervised Semantic Segmentation. 2016. European Conference on Computer Vision (ECCV), Amsterdam. p. 413-432. DOI : 10.1007/978-3-319-46484-8_25.
X. Wang; M. Salzmann; F. Wang; J. Zhao : Template-free 3D Reconstruction of Poorly-textured Nonrigid Surfaces. 2016. European Conference on Computer Vision (ECCV), Amsterdam. p. 648-663. DOI : 10.1007/978-3-319-46478-7_40.
M. Liu; X. He; M. Salzmann : Building Scene Models by Completing and Hallucinating Depth and Semantics. 2016. European Conference on Computer Vision (ECCV), Amsterdam. p. 258-274. DOI : 10.1007/978-3-319-46466-4_16.
B. Tekin; I. Katircioglu; M. Salzmann; V. Lepetit; P. Fua : Structured Prediction of 3D Human Pose with Deep Neural Networks. 2016. British Machine Vision Conference (BMVC), York, UK, September 19-22, 2016.
J. VanHaaren; H. Ben Shitrit; J. Davis; P. Fua : Analyzing Volleyball Match Data from the 2014 World Championships Using Machine Learning Techniques. 2016. Conference on Knowledge Discovery and Data Mining, San Francisco, CA, August, 2016.
A. Thalaiyasingam; R. Hartley; M. Salzmann : Memory Efficient Max Flow for Multi-label Submodular MRFs. 2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ.
M. Najafi; S. Taghavi Namin; M. Salzmann; L. Petersson : Sample and Filter: Nonparametric Scene Parsing via Efficient Filtering. 2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ.
P. Ji; H. Li; M. Salzmann; Y. Zhong : Robust Multi-body Feature Tracker: A Segmentation-free Approach. 2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ.
M. Harandi; M. Salzmann; F. Porikli : When VLAD met Hilbert. 2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ.
Z. Hayder; X. He; M. Salzmann : Learning to Co-Generate Object Proposals with a Deep Structured Network. 2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, AZ.
K. M. Yi; Y. Verdie; P. Fua; V. Lepetit : Learning to Assign Orientations to Feature Points. 2016. Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, June 26-July 1, 2016.
H. Altwaijry; E. Trulls; J. Hays; P. Fua; S. Belongie : Learning to Match Aerial Images with Deep Attentive Architectures. 2016. Computer Vision and Pattern Recognition, Las Vegas, Nevada, USA, June 27-30, 2016.
A. Mosinska-Domanska; R. Sznitman; P. Glowacki; P. Fua : Active Learning for Delineation of Curvilinear Structures. 2016. Conference on Computer Vision and Pattern Recognition, Las Vegas, Nevada, USA, 2016.
B. Tekin; A. Rozantsev; V. Lepetit; P. Fua : Direct Prediction of 3D Body Poses from Motion Compensated Sequences. 2016. Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Nevada, USA, June 26-July 1, 2016.
A. Maksai; X. Wang; P. Fua : What Players do with the Ball: A Physically Constrained Interaction Modeling. 2016. International Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, Jun 26 - Jul 1 2016.
P. B. Baqué; T. Bagautdinov; F. Fleuret; P. Fua : Principled Parallel Mean-Field Inference for Discrete Random Fields. 2016. Computer Vision and Pattern Recognition (CVPR), Las Vegas.

Theses

A. Sironi : Multiscale Centerline Extraction Based on Regression and Projection onto the Set of Elongated Structures. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7241.
A. Crivellaro : Robust 3D Object Pose Estimation and Tracking from Monocular Images in Industrial Environments. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-7282.
C. J. Becker : Towards Scalable Segmentation of 3D Image Stacks. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6937.
T. D. Ngo : Template-based Monocular 3-D Shape Reconstruction And Tracking Using Laplacian Meshes. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6891.
P. R. Głowacki : Automated Reconstruction of Evolving Curvilinear Tree Structures. Lausanne, EPFL, 2016. DOI : 10.5075/epfl-thesis-6930.

Book Chapters

H. Jeong; Y. Yoo; K. M. Yi; J. Y. Choi : Traffic Pattern Analysis and Anomaly Detection via Probabilistic Inference Model; Theory and Applications of Smart Cameras; Springer Netherlands, 2016. p. 215-240.

Reports

E. Türetken; X. Wang; C. J. Becker; C. Haubold; P. Fua : Globally Optimal Cell Tracking using Integer Programming. 2016.

Patents

J. V. Pilet; J. O. M. Östlund ; Systems and methods for computing and displaying navigation indicators based on historic and real-time vessel data. WO2016128069 . 2016.

2015

Journal Articles

B. Stenger; N. Ukita; Y. Sato; P. Fua; D. Fleet : Special Section: Pose & Gesture; Computer Vision And Image Understanding. 2015. DOI : 10.1016/j.cviu.2015.10.011.
S. P. A. Alewijnse; T. M. Bagautdinov; M. De Berg; Q. W. Bouts; A. P. Ten Brink et al. : Progressive Geometric Algorithms; Journal Of Computational Geometry. 2015.
S. J. Barnes; C. E. Cheetham; Y. Liu; S. H. Bennett; G. Albieri et al. : Delayed and Temporally Imprecise Neurotransmission in Reorganizing Cortical Microcircuits; Journal Of Neuroscience. 2015. DOI : 10.1523/Jneurosci.4583-14.2015.
S. Magnenat; T. D. Ngo; F. Zund; M. Ryffel; G. Noris et al. : Live Texturing of Augmented Reality Characters from Colored Drawings; IEEE Transactions on Visualization and Computer Graphics. 2015. DOI : 10.1109/Tvcg.2015.2459871.
K. M. Yi; H. Jeong; B. Lee; J. Y. Choi : Visual Tracking in Complex Scenes Through Pixel-Wise Tri-Modeling; Machine Vision and Applications. 2015. DOI : 10.1007/s00138-015-0658-1.
K. M. Yi; H. Jeong; S. W. Kim; S. Yin; S. Oh et al. : Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion; Image and Vision Computing. 2015. DOI : 10.1016/j.imavis.2015.04.007.
Y. Verdie; F. Lafarge; P. Alliez : LOD Generation for Urban Scenes; ACM Transactions on Graphics. 2015. DOI : 10.1145/2732527.
P. Fua; G. Knott : Modeling Brain Circuitry over a Wide Range of Scales; Frontiers in Neuroanatomy. 2015. DOI : 10.3389/fnana.7015.00042.
K. Y. Yi; D. Y. Kim; K. M. Yi : Development of a Localization System Based on VLC Technique for an Indoor Environment; Journal Of Electrical Engineering & Technology. 2015. DOI : 10.5370/Jeet.2015.10.1.436.
A. Rozantsev; V. Lepetit; P. Fua : On Rendering Synthetic Images for Training an Object Detector; Computer Vision and Image Understanding. 2015. DOI : 10.1016/j.cviu.2014.12.006.
A. Lucchi; P. Márquez-Neila; C. Becker; Y. Li; K. Smith et al. : Learning Structured Models for Segmentation of 2D and 3D Imagery; IEEE Transactions on Medical Imaging. 2015.
C. J. Becker; C. M. Christoudias; P. Fua : Domain Adaptation for Microscopy Imaging; IEEE Transactions on Medical Imaging. 2015. DOI : 10.1109/Tmi.2014.2376872.
A. Jorstad; B. Nigro; C. Cali; M. Wawrzyniak; P. Fua et al. : NeuroMorph: A Toolset for the Morphometric Analysis and Visualization of 3D Models Derived from Electron Microscopy Image Stacks; Neuroinformatics. 2015. DOI : 10.1007/s12021-014-9242-5.
A. Sironi; B. Tekin; R. Rigamonti; V. Lepetit; P. Fua : Learning Separable Filters; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015. DOI : 10.1109/Tpami.2014.2343229.
E. Serradell; M. Pinheiro; R. Sznitman; J. Kybic; F. Moreno-Noguer et al. : Non-Rigid Graph Registration using Active Testing Search; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015.
T. Trzcinski; C. M. Christoudias; V. Lepetit : Learning Image Descriptors with Boosting; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015. DOI : 10.1109/TPAMI.2014.2343961.

Conference Papers

J. Castet; O. Balet; B. Koleva; J. Grubert; K. M. Yi et al. : Authoring and Living Next-Generation Location-Based Experiences. 2015. IEEE Virtual Reality, 2015.
H. Jeong; S. Yun; K. M. Yi; J. Y. Choi : Category Attentional Search for Fast Object Detection by Mimicking Human Visual Perception. 2015. 2015 IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa, HI, USA, 5-9 Jan. 2015. p. 829 - 836. DOI : 10.1109/WACV.2015.115.
M. E. Khan; P. B. Baqué; F. Fleuret; P. Fua : Kullback-Leibler Proximal Variational Inference. 2015. Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, December 9, 2015.
E. Simo-Serra; E. Trulls; L. Ferraz; I. Kokkinos; P. Fua et al. : Discriminative Learning of Deep Convolutional Feature Point Descriptors. 2015. International Conference on Computer Vision, Santiago, Chile, December 13-16, 2015.
K. Konyushkova; R. Sznitman; P. Fua : Introducing Geometry in Active Learning for Image Segmentation. 2015. international conference in Computer Vision, Santiago, Chile, December 13-16, 2015.
A. Crivellaro; M. Rad; Y. Verdie; K. M. Yi; P. Fua et al. : A Novel Representation of Parts for Accurate 3D Object Detection and Tracking in Monocular Images. 2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 13-16, 2015.
A. Sironi; V. Lepetit; P. Fua : Projection onto the Manifold of Elongated Structures for Accurate Extraction. 2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 11-18, 2015.
T. D. Ngo; S. Park; A. A. Jorstad; A. Crivellaro; C. Yoo et al. : Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture. 2015. International Conference on Computer Vision (ICCV), Santiago, Chile, December 13-16, 2015.
Y. Verdie; K. M. Yi; P. Fua; V. Lepetit : TILDE: A Temporally Invariant Learned DEtector. 2015. Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA.
A. Rozantsev; V. Lepetit; P. Fua : Flying Objects Detection from a Single Moving Camera. 2015. Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, June 7-12, 2015. p. 4128-4136. DOI : 10.1109/CVPR.2015.7299040.
T. Bagautdinov; F. Fleuret; P. Fua : Probability Occupancy Maps for Occluded Depth Images. 2015. Conference on Computer Vision and Pattern Recognition (CVPR), Boston, Massachusetts, USA, June 7-12, 2015.

Theses

X. Sun : Localizing Polygonal Objects in Man-Made Environments. Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6622.
X. Wang : Tracking Interacting Objects in Image Sequences. Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6632.

Reports

E. Türetken; X. Wang; C. J. Becker; P. Fua : Detecting and Tracking Cells using Network Flow Programming. 2015.

Patents

E. Turetken; P. Fua; F. Fleuret; X. Wang ; Systems and methods for tracking interacting objects. US9794525 ; US2015281655 . 2015.

2014

Journal Articles

H. Jeong; Y. Yoo; K. M. Yi; J. Y. Choi : Two-stage online inference model for traffic pattern analysis and anomaly detection; Machine Vision and Applications. 2014. DOI : 10.​1007/​s00138-014-0629-y.
B. Maco; M. Cantoni; A. Holtmaat; A. Kreshuk; F. A. Hamprecht et al. : Semiautomated correlative 3D electron microscopy of in vivo-imaged axons and dendrites; Nature Protocols. 2014. DOI : 10.1038/nprot.2014.101.
A. Greenblum; R. Sznitman; P. Fua; P. E. Arratia; M. Oren et al. : Dendritic tree extraction from noisy maximum intensity projection images in C-elegans; Biomedical Engineering Online. 2014. DOI : 10.1186/1475-925X-13-74.
B. Fan; Q. Kong; T. Trzcinski; Z. Wang; C. Pan et al. : Receptive Fields Selection for Binary Feature Description; IEEE Transactions on Image Processing. 2014. DOI : 10.1109/TIP.2014.2317981.
M. Cane; B. Maco; G. Knott; A. Holtmaat : The Relationship between PSD-95 Clustering and Spine Stability In Vivo; Journal Of Neuroscience. 2014. DOI : 10.1523/Jneurosci.3353-13.2014.
R. Rigamonti; V. Lepetit; G. González; E. Türetken; F. Benmansour et al. : On the Relevance of Sparsity for Image Classification; Computer Vision and Image Understanding. 2014. DOI : 10.1016/j.cviu.2014.03.009.
X. Sun; C. M. Christoudias; V. Lepetit; P. Fua : Real-time landing place assessment in man-made environments; Machine Vision And Applications. 2014. DOI : 10.1007/s00138-013-0560-7.
R. Sznitman; A. Greenblum; P. Fua; P. Arratia; J. Sznitman : Caenorhabditis elegant segmentation using texture-based models for motility phenotyping; IEEE Transactions on Biomedical Engineering. 2014. DOI : 10.1109/Tbme.2014.2298612.
X. Wang; V. H. Ablavsky; H. Ben Shitrit; P. Fua : Take your Eyes off the Ball: Improving Ball-Tracking by Focusing on Team Play; Computer Vision and Image Understanding. 2014. DOI : 10.1016/j.cviu.2013.11.010.
H. Ben Shitrit; J. Berclaz; F. Fleuret; P. Fua : Multi-Commodity Network Flow for Tracking Multiple People; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2014. DOI : 10.1109/Tpami.2013.210.

Conference Papers

B. J. Lee; K. M. Yi : Scale preserving PTZ tracking with size estimation using tilt sensory data. 2014. 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Seoul, Korea, August 26-29, 2014.
K. Yun; H. Jeong; K. M. Yi; S. W. Kim; J. Y. Choi : Motion Interaction Field for Accident Detection in Traffic Surveillance Video. 2014. 2nd International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, August 24-28, 2014. DOI : 10.1109/ICPR.2014.528.
A. Crivellaro; Y. Verdie; K. M. Yi; P. Fua; V. Lepetit : [DEMO] Tracking Texture-less, Shiny Objects with Descriptor Fields. 2014. International Symposium on Mixed and Augmented Reality (ISMAR), Munich, 2014. p. 331-332.
T. Produit; D. Tuia; V. Lepetit; F. Golay : Pose Estimation of Web-Shared Landscape Pictures. 2014. Photogrammetric Computer Vision, Zürich, September 5-7,2014.
A. Jorstad; P. Fua : Refining Mitochondria Segmentation in Electron Microscopy Imagery with Active Surfaces. 2014. European Conference on Computer Vision (ECCV) Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Zurich, Switzerland, September 6-12, 2014. p. 367-379. DOI : 10.1007/978-3-319-16220-1_26.
V. Belagiannis; X. Wang; B. Schiele; P. Fua; S. Ilic et al. : Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures. 2014. European Conference on Computer Vision, ChaLearn Looking at People Workshop, Zurich, Switzerland, September 6-12, 2014. p. 742-754. DOI : 10.1007/978-3-319-16178-5_52.
X. Sun; C. M. Christoudias; P. Fua : Free-Shape Polygonal Object Localization. 2014. European Conference on Computer Vision (ECCV), Zurich, Switzerland, Sep 6-12, 2014. p. 317-332.
X. Wang; E. Türetken; F. Fleuret; P. Fua : Tracking Interacting Objects Optimally Using Integer Programming. 2014. European Conference on Computer Vision (ECCV), Zurich, Switzerland, September 6-12, 2014. p. 17-32.
A. Lucchi; C. J. Becker; P. Marquez Neila; P. Fua : Exploiting Enclosing Membranes and Contextual Cues for Mitochondria Segmentation. 2014. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Boston, Massachusetts, USA, September 2014.
D. Robben; E. Türetken; S. Sunaert; V. Thijs; G. Wilms et al. : Simultaneous Segmentation and Anatomical Labeling of the Cerebral Vasculature. 2014. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Boston, Massachusetts, USA, Sep. 14-19, 2014.
R. Sznitman; C. J. Becker; P. Fua : Fast Part-Based Classification for Instrument Detection in Minimally Invasive Surgery. 2014. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Boston, Massachusetts, USA, September 14-18, 2014.
P. Glowacki; M. Pinheiro; E. Türetken; R. Sznitman; D. Lebrecht et al. : Reconstructing Evolving Tree Structures in Time Lapse Sequences. 2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, OH, USA, 2014.
A. Crivellaro; V. Lepetit : Robust 3D Tracking with Descriptor Fields. 2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 23-28, 2014.
A. Sironi; V. Lepetit; P. Fua : Multiscale Centerline Detection by Learning a Scale-Space Distance Transform. 2014. Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 24-27, 2014.

Theses

T. P. Trzciński : Learning and Matching Binary Local Feature Descriptors. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6226.
H. B. Ben Shitrit : Identity-Preserving Multiple People Tracking. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6035.
R. Rigamonti : Better features for image categorization and segmentation. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6031.
C. Dubout : Object Classification and Detection in High Dimensional Feature Space. Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6043.

Book Chapters

B. Maco; A. Holtmaat; A. Jorstad; P. Fua; G. Knott : Correlative In Vivo 2-Photon Beam Scanning Electron Microscopy: 3D Analysis of Neuronal Ultrastructure; Correlative Light And Electron Microscopy II; San Diego: Elsevier Academic Press Inc, 2014. p. 339-361.
F. Fleuret; H. Ben Shitrit; P. Fua : Re-Identification for Improved People Tracking; Person Re-Identification; Springer, 2014. p. 309-330.

Reports

R. Rigamonti; V. Lepetit; P. Fua : Beyond KernelBoost. 2014.
A. Rozantsev; V. Lepetit; P. Fua : On Rendering Synthetic Images for Training an Object Detector. 2014.
A. Crivellaro; P. Fua; V. Lepetit : Dense Methods for Image Alignment with an Application to 3D Tracking. 2014.

Patents

P. Fua; G. Knott; R. Sznitman; A. Lucchi ; Efficient scanning for em based target localization. WO2014001157 ; US8588509 . 2014.

2013

Journal Articles

P. F. Felzenszwalb; D. A. Forsyth; P. Fua; T. E. Boult : TPAMI CVPR Special Section; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013. DOI : 10.1109/TPAMI.2013.208.
R. Sznitman; R. Richa; R. H. Taylor; B. Jedynak; G. D. Hager : Unified Detection and Tracking of Instruments during Retinal Microsurgery; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013. DOI : 10.1109/Tpami.2012.209.
R. Mostany; J. E. Anstey; K. L. Crump; B. Maco; G. Knott et al. : Altered Synaptic Dynamics during Normal Brain Aging; Journal Of Neuroscience. 2013. DOI : 10.1523/Jneurosci.4825-12.2013.
C. J. Becker; K. Ali; G. Knott; P. Fua : Learning Context Cues for Synapse Segmentation; IEEE Transactions on Medical Imaging. 2013. DOI : 10.1109/Tmi.2013.2267747.
F. Benmansour; E. Türetken; P. Fua : Tubular Geodesics using Oriented Flux: An ITK Implementation; Insight Journal. 2013.
H. Ben Shitrit; M. Raca; F. Fleuret; P. Fua : Tracking Multiple Players using a Single Camera; Machine Vision and Applications. 2013.
F. Moreno Noguer; P. Fua : Stochastic Exploration of Ambiguities for Non-Rigid Shape Recovery; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2013. DOI : 10.1109/Tpami.2012.102.

Conference Papers

A. Lopes; J. Florêncio; H. Ben Shitrit; P. Fua; S. Fonseca : Tracking Multiple Handball Players using Multi-Commodity Network Flow for Assessing Tactical Behavior. 2013. Scientific Conference Women and Handball: Scientific and Practical Approaches, Vienna, Austria, November, 2013.
E. Türetken; C. Becker; P. Glowacki; F. Benmansour; P. Fua : Detecting Irregular Curvilinear Structures in Gray Scale and Color Imagery using Multi-Directional Oriented Flux. 2013. International Conference on Computer Vision (ICCV), Sydney, Australia, December, 2013.
C. J. Becker; C. M. Christoudias; P. Fua : Non-Linear Domain Adaptation with Boosting. 2013. Neural Information Processing Systems (NIPS), Lake Tahoe, Nevada, USA, December 5-8, 2013.
C. J. Becker; R. Rigamonti; V. Lepetit; P. Fua : Supervised Feature Learning for Curvilinear Structure Segmentation. 2013. International Conference on Medical Image Computing And Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 2013. p. 526-533.
M. A. Pinheiro; R. Sznitman; M. Serradell; J. Kybic; F. Moreno-Nogue et al. : Active Testing Search for Point Cloud Matching. 2013. International Conference on Information Processing in Medical Imaging (IPMI), Asilomar, California, USA, June 28, 2013.
R. Sznitman; A. Lucchi; M. Cantoni; G. Knott; P. Fua : Flash Scanning Electron Microscopy. 2013. 16th Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nagoya, Japan, September 22-26, 2013.
T. Trzcinski; C. M. Christoudias; P. Fua; V. Lepetit : Boosting Binary Keypoint Descriptors. 2013. Computer Vision and Pattern Recognition (CVPR), Portland, USA. DOI : 10.1109/Cvpr.2013.370.
E. Türetken; F. Benmansour; B. Andres; H. Pfister; P. Fua : Reconstructing Loopy Curvilinear Structures Using Integer Programming. 2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June, 2013. DOI : 10.1109/Cvpr.2013.238.
A. Lucchi; Y. Li; P. Fua : Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets. 2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 23-28, 2013. DOI : 10.1109/Cvpr.2013.259.
R. Sznitman; C. J. Becker; F. Fleuret; P. Fua : Fast Object Detection with Entropy-Driven Evaluation. 2013. Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA.
R. Rigamonti; A. Sironi; V. Lepetit; P. Fua : Learning Separable Filters. 2013. Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, June 25-27, 2013. DOI : 10.1109/Cvpr.2013.355.
R. Sznitman; A. Lucchi; P. I. Frazier; B. M. Jedynak; P. Fua : An Optimal Policy for Target Localization with Application to Electron Microscopy. 2013. International Conference on Machine Learning (ICML), Atlanta, GA, USA, June 16-21, 2013.

Theses

E. Türetken : Automated Reconstruction of Curvilinear Networks from 2D and 3D Imagery. Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5933.
A. Lucchi : Learning Discriminative Features and Structured Models for Segmentation in Microscopy and Natural Images. Lausanne, EPFL, 2013. DOI : 10.5075/epfl-thesis-5836.

Book Chapters

V. Lepetit; P. Fua : Keypoint Recognition using Random Forests and Random Ferns; Decision Forests for Computer Vision and Medical Image Analysis; Springer, 2013. p. 111-124.

Reports

M. Zervos; H. BenShitrit; F. Fleuret; P. Fua : Facial Descriptors for Identity-Preserving Multiple People Tracking. 2013.
A. Rozantsev; C. M. Christoudias; V. Lepetit; P. Fua : Detection of Aircrafts on a Collision Course using Spatio-Temporal HOG. 2013.
C. J. Becker; R. Rigamonti; V. Lepetit; P. Fua : KernelBoost: Supervised Learning of Image Features For Classification. 2013.
E. Türetken; F. Benmansour; P. Fua : Semi-Automated Reconstruction of Curvilinear Structures in Noisy 2D images and 3D image stacks. 2013.

Patents

F. Fleuret; J. Berclaz; E. Tueretken; P. Fua; F. Fleuret ; Method and apparatus for multiple object tracking with k-shortest paths. US8615107 ; US2013177200 . 2013.
H. Ben Shitrit; J. Berclaz; F. Fleuret; P. Fua ; Tracklet-based Multi-Commodity Network Flow for Tracking Multiple People. EP2780871 ; EP2780871 ; WO2013072401 ; WO2013072401 . 2013.

Student Projects

B. Tekin : Learning Separable Filters with Shared Parts ; 2013.
M. Zervos : Multi-camera face detection and recognition applied to people tracking ; 2013.

2012

Journal Articles

H. Wang; F. Davoine; V. Lepetit; C. Chaillou; C. Pan : 3-D Head Tracking via Invariant Keypoint Learning; Ieee Transactions On Circuits And Systems For Video Technology. 2012. DOI : 10.1109/Tcsvt.2012.2190474.
S. Chung; C. M. Christoudias; T. Darrell; S. I. Ziniel; L. A. Kalish : A Novel Image-based Tool to Reunite Children With Their Families After Disasters; Academic Emergency Medicine. 2012. DOI : 10.1111/acem.12013.
T. Trzcinski; V. Lepetit; P. Fua : Thick Boundaries in Binary Space and Their Influence on Nearest-Neighbor Search; Pattern Recognition Letters. 2012. DOI : 10.1016/j.patrec.2012.08.006.
Y. Park; V. Lepetit; W. Woo : Handling Motion-Blur in 3D Tracking and Rendering for Augmented Reality; Ieee Transactions On Visualization And Computer Graphics. 2012. DOI : 10.1109/TVCG.2011.158.
R. Achanta; A. Shaji; K. Smith; A. Lucchi; P. Fua et al. : SLIC Superpixels Compared to State-of-the-art Superpixel Methods; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2012.120.
S. Hinterstoisser; C. Cagniart; S. Ilic; P. Sturm; N. Navab et al. : Gradient Response Maps for Real-Time Detection of Textureless Objects; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2011.206.
C. Strecha; A. M. Bronstein; M. M. Bronstein; P. Fua : LDAHash: Improved Matching with Smaller Descriptors; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2011.103.
M. Calonder; V. Lepetit; M. Özuysal; T. Trzcinski; C. Strecha et al. : BRIEF: Computing a Local Binary Descriptor Very Fast; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2011.222.
K. Ali; F. Fleuret; D. Hasler; P. Fua : A Real-Time Deformable Detector; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2011.117.
A. Varol; A. Shaji; M. Salzmann; P. Fua : Monocular 3D Reconstruction of Locally Textured Surfaces; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2012. DOI : 10.1109/TPAMI.2011.196.
E. Tola; C. Strecha; P. Fua : Efficient Large Scale Multi-View Stereo for Ultra High Resolution Image Sets; Machine Vision and Applications. 2012. DOI : 10.1007/s00138-011-0346-8.

Conference Papers

Y. LI; N. Snavely; D. Huttenlocher; P. Fua : Worldwide Pose Estimation Using 3D Point Clouds. 2012. European Conference on Computer Vision (ECCV), Florence, Italy, October, 2012.
T. Trzcinski; C. M. Christoudias; V. Lepetit; P. Fua : Learning Image Descriptors with the Boosting-Trick. 2012. NIPS, Lake Tahoe, CA, USA, 2012.
T. Trzcinski; V. Lepetit : Efficient Discriminative Projections for Compact Binary Descriptors. 2012. European Conference on Computer Vision, Florence, Italy, 2012.
T. Produit; D. Tuia; F. Golay; C. Strecha : Pose estimation of landscape images using DEM and orthophotos. 2012. Int. Conference on Computer Vision in Remote Sensing CVRS, Xiamen, China.
S. Mateo; C. Blum; P. Fua; E. Türetken : Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem. 2012. International Conference on Swarm Intelligence, Brussels, Belgium, September, 2012.
R. Sznitman; K. Ali; R. Richa; R. Taylor; G. Hager et al. : Data-Driven Visual Tracking in Retinal Microsurgery. 2012. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nice, France, October, 2012.
R. Sznitman; A. Lucchi; N. Pjescic-Emedi; G. Knott; P. Fua : Efficient Scanning for EM Based Target Localization. 2012. 15th International Conference on Medical Image Computing and Computer Assisted Intervention, Nice, France, October, 2012.
A. Lucchi; Y. Li; K. Smith; P. Fua : Structured Image Segmentation using Kernelized Features. 2012. European Conference on Computer Vision, Florence, Italy, October 2012.
R. Rigamonti; V. Lepetit : Accurate and Efficient Linear Structure Segmentation by Leveraging Ad Hoc Features with Learned Filters. 2012. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nice, France, October 1-5, 2012.
J. O. M. Östlund; A. Varol; T. D. Ngo; P. Fua : Laplacian Meshes for Monocular 3D Shape Recovery. 2012. European Conference on Computer Vision, Florence, October 2012.
C. J. Becker; K. Ali; G. Knott; P. Fua : Learning Context Cues for Synapse Segmentation in EM Volumes. 2012. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI).
E. Serradell; P. Glowacki; J. Kybic; F. Moreno-Noguer; P. Fua : Robust Non-Rigid Registration of 2D and 3D Graphs. 2012. Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 2012.
E. Türetken; F. Benmansour; P. Fua : Automated Reconstruction of Tree Structures using Path Classifiers and Mixed Integer Programming. 2012. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, June 16-21, 2012.
A. Varol; M. Salzmann; P. Fua; R. Urtasun : A Constrained Latent Variable Model. 2012. IEEE Conference on Computer Vision and Pattern Recognition, Providence, Rhode Island, USA, June 16-21, 2012.
C. Strecha; O. Küng; P. Fua : AUTOMATIC MAPPING FROM ULTRA-LIGHT UAV IMAGERY. 2012. EuroCOW 2012, Barceloa, Spain, February 8-10, 2012.

Theses

A. Varol : Resolving Ambiguities in Monocular 3D Reconstruction of Deformable Surfaces. Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5458.
K. Ali : Learning to Detect Objects with Minimal Supervision. Lausanne, EPFL, 2012. DOI : 10.5075/epfl-thesis-5310.

Reports

V. H. Ablavsky; C. J. Becker; P. Fua : Transfer Learning by Sharing Support Vectors. 2012.
R. Rigamonti; V. Lepetit; G. González Serrano; E. Türetken; F. Benmansour et al. : On the Relevance of Sparsity for Image Classification. 2012.
R. Rigamonti; V. Lepetit; P. Fua : Learning Separable Filters. 2012.

Student Projects

M. Zervos : Real time multi-object tracking using multiple cameras ; 2012.

2011

Journal Articles

J. Vandemeulebroucke; S. Rit; J. Kybic; P. Clarysse; D. Sarrut : Spatiotemporal motion estimation for respiratory-correlated imaging of the lungs; Medical Physics. 2011. DOI : 10.1118/1.3523619.
Y. Park; V. Lepetit; W. Woo : Extended Keyframe Detection with Stable Tracking for Multiple 3D Object Tracking; IEEE Transactions On Visualization And Computer Graphics. 2011. DOI : 10.1109/TVCG.2010.262.
A. Lucchi; K. Smith; R. Achanta; G. Knott; P. Fua : Supervoxel-Based Segmentation of Mitochondria in EM Image Stacks with Learned Shape Features; IEEE Transactions on Medical Imaging. 2011. DOI : 10.1109/TMI.2011.2171705.
E. Türetken; G. González Serrano; C. Blum; P. Fua : Automated Reconstruction of Dendritic and Axonal Trees by Global Optimization with Geometric Priors; Neuroinformatics. 2011. DOI : 10.1007/s12021-011-9122-1.
M. Salzmann; P. Fua : Linear Local Models for Monocular Reconstruction of Deformable Surfaces; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2011. DOI : 10.1109/TPAMI.2010.158.
J. Berclaz; E. Turetken; F. Fleuret; P. Fua : Multiple Object Tracking using K-Shortest Paths Optimization; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2011. DOI : 10.1109/TPAMI.2011.21.
S. Hinterstoisser; V. Lepetit; S. Benhimane; P. Fua; N. Navab : Learning Real-Time Perspective Patch Rectification; International Journal of Computer Vision. 2011. DOI : 10.1007/s11263-010-0379-x.

Conference Papers

F. M. Nieuwenhuizen; M. Jump; M. White; P. Perfect; P. Padfield et al. : myCopter – Enabling Technologies for Personal Aerial Transportation Systems. 2011. International HELI World Conference, Frankfurt/Main, Germany, 2011.
M. Jump; P. Perfect; G. D. Padfield; M. D. White; D. Floreano et al. : myCopter – Enabling Technologies for Personal Aerial Transportation Systems.. 2011. European Rotorcraft Forum, Vergiate/Gallarate, Italy, September 13-15, 2011.
V. Ablavsky; S. Sclaroff : Learning parameterized histogram kernels on the simplex manifold for image and action classification. 2011. IEEE International Conference on Computer Vision (ICCV), Barcelona, SPAIN, Nov 06-13, 2011. p. 1473-1480.
O. Küng; C. Strecha; P. Fua; D. Gurdan; M. Achtelik et al. : Simplified Building Models Extraction From Ultra-Light UAV Imagery. 2011. UAV-g 2011 - Unmanned Aerial Vehicle in Geomatics, Zürich, CH, September 14-16, 2011.
J. Ahn; S. Gobron; Q. Silvestre; H. Ben Shitrit; M. Raca et al. : Long Term Real Trajectory Reuse Through Region Goal Satisfaction. 2011. International Conference on Motion in Games (MIG), Edinburgh, UK, November 13-15, 2011. p. 412-423. DOI : 10.1007/978-3-642-25090-3_35.
J. Vallet; F. Panissod; C. Strecha; M. Tracol : PHOTOGRAMMETRIC PERFORMANCE OF AN ULTRA LIGHT WEIGHT SWINGLET UAV. 2011. UAV-g , Zürich, September 14-16, 2011.
A. Lucchi; Y. Li; X. Boix Bosch; K. Smith; P. Fua : Are Spatial and Global Constraints Really Necessary for Segmentation?. 2011. IEEE International Conference on Computer Vision (ICCV), Barcelona. p. 9-16.
O. Küng; C. Strecha; A. Beyeler; J.-C. Zufferey; D. Floreano et al. : The Accuracy of Automatic Photogrammetric Techniques on Ultra-light UAV Imagery. 2011. UAV-g 2011 - Unmanned Aerial Vehicle in Geomatics, Zürich, CH, September 14-16, 2011.
G. Roig Noguera; X. Boix Bosch; H. Ben Shitrit; P. Fua : Conditional Random Fields for Multi-Camera Object Detection. 2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011.
H. Ben Shitrit; J. Berclaz; F. Fleuret; P. Fua : Tracking Multiple People under Global Appearance Constraints. 2011. International Conference on Computer Vision, Barcelona, Spain, November 6-13, 2011. p. 137-144.
M. Brown; S. Süsstrunk; P. Fua : Spatio-Chromatic Decorrelation by Shift-Invariant Filtering. 2011. IEEE CVPR Workshop on Biologically Consistent Vision, Colorado Springs, CO, USA, June 2011. DOI : 10.1109/CVPRW.2011.5981688.
D. Firmenich; M. Brown; S. Süsstrunk : Multispectral Interest Points for RGB-NIR Image Registration. 2011. IEEE International Conference on Image Processing, Brussels, Belgium, September 2011. DOI : 10.1109/ICIP.2011.6115818.
M. Brown; S. Süsstrunk : Multispectral SIFT for Scene Category Recognition. 2011. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, CO, USA, June 2011. p. 177-184. DOI : 10.1109/CVPR.2011.5995637.
H. Ben Shitrit; J. Berclaz; F. Fleuret; P. Fua : Tracking Multiple Objects under Global Appearance Constraints. 2011. Proceedings of the IEEE International Conference on Computer Vision. p. 137-144.
M. Jump; P. Padfield; M. White; D. Floreano; P. Fua et al. : myCopter: Enabling Technologies for Personal Air Transport Systems. 2011. RAeS Rotorcraft Conference: The Future Rotorcraft – Enabling Capability Through the Application of Technology, London, UK, 15-16th June 2011.
R. Rigamonti; M. Brown; V. Lepetit : Are Sparse Representations Really Relevant for Image Classification?. 2011. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs. p. 1545 - 1552.
K. Ali; D. Hasler; F. Fleuret : FlowBoost - Appearance Learning from Sparsely Annotated Video. 2011. IEEE International Conference on Computer Vision and Pattern Recognition. p. 1433-1440.

Theses

G. González Serrano : Automated Detection and Delineation of Tree Structures in Noisy Micrographs. Lausanne, EPFL, 2011. DOI : 10.5075/epfl-thesis-5065.

Reports

G. González Serrano; F. Fleuret; F. Aguet; F. Benmansour; M. Unser et al. : Rotational Features Extraction for Ridge Detection. 2011.
R. Rigamonti; E. Türetken; G. González Serrano; P. Fua; V. Lepetit : Filter Learning for Linear Structure Segmentation. 2011.
G. González Serrano; L. Fusco; O. Pertz; K. Smith : Automated Quantification of Morphodynamics for High-Throughput Live Cell Imaging Datasets . 2011.

2010

Journal Articles

N. Kogo; C. Strecha; L. Van Gool; J. Wagemans : Surface Construction by a 2-D Differentiation-Integration Process: A Neurocomputational Model for Perceived Border Ownership, Depth, and Lightness in Kanizsa Figures; Psychological Review. 2010. DOI : 10.1037/a0019076.
K. Kim; V. Lepetit; W. Woo : Scalable real-time planar targets tracking for digilog books; Visual Computer. 2010. DOI : 10.1007/s00371-010-0490-6.
F. Benmansour; G. Carlier; G. Peyre; F. Santambrogio : Derivatives with respect to metrics and applications: subgradient marching algorithm; Numerische Mathematik. 2010. DOI : 10.1007/s00211-010-0305-8.
A. Fossati; P. Schönmann; P. Fua : Real-time vehicle tracking for driving assistance; Machine Vision and Applications. 2010. DOI : 10.1007/s00138-009-0243-6.
A. Fossati; M. Dimitrijevic; V. Lepetit; P. Fua : From Canonical Poses to 3D Motion Capture Using a Single Camera; Ieee Transactions On Pattern Analysis And Machine Intelligence. 2010. DOI : 10.1109/TPAMI.2009.108.
K. Konolige; J. Bowman; J. Chen; P. Mihelich; M. Calonder et al. : View-Based Maps; International Journal of Robotics Research. 2010. DOI : 10.1177/0278364910370376.
M. Özuysal; M. Calonder; V. Lepetit; P. Fua : Fast Keypoint Recognition using Random Ferns; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010. DOI : 10.1109/TPAMI.2009.23.
E. Tola; V. Lepetit; P. Fua : Daisy: An Efficient Dense Descriptor Applied to Wide Baseline Stereo; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2010. DOI : 10.1109/TPAMI.2009.77.

Conference Papers

J. Sanchez-Riera; J. O. M. Östlund; P. Fua; F. Moreno Noguer : Simultaneous Pose, Correspondence and Non-Rigid Shape. 2010. Conference on Computer Vision and Pattern Recognition.
M. Calonder; V. Lepetit; P. Fua : Pareto-optimal Dictionaries for Signatures. 2010. Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA, Jun 13-18, 2010. p. 3011-3018.
G. Gonzalez; E. Türetken; F. Fleuret; P. Fua : Delineating Trees in Noisy 2D Images and 3D Image Stacks. 2010. International Conference on Computer Vision and Pattern Recognition. p. 2799-2806.
E. Tola; A. Fossati; C. Strecha; P. Fua : Large occlusion completion using normal maps. 2010. Asian Conference on Computer Vision, Queenstown, New Zealand, November 8-12, 2010.
J.-M. Bourgeon; S. Dyen; D. Moyon; D. Schmäh; R. Amacher et al. : L'Hydroptère: A story of a dream. 2010. 21st HISWA International Symposium on Yacht Design and Yacht Construction, Amsterdam, The Netherlands, November 15-16, 2010.
E. Serradell; M. Özuysal; V. Lepetit; P. Fua; F. Moreno-Noguer : Combining Geometric and Appearance Priors for Robust Homography Estimation. 2010.
F. Moreno-Noguer; J. Porta; P. Fua : Exploring Ambiguities for Monocular Non-Rigid Shape Estimation. 2010. European Conference on Computer Vision, Heraklion, Greece, September, 2010.
D. Weinland; M. Özuysal; P. Fua : Making Action Recognition Robust to Occlusions and Viewpoint Changes. 2010. European Conference on Computer Vision, Heraklion, Greece, September, 2010.
E. Türetken; C. Blum; G. Gonzalez Serrano; P. Fua : Reconstructing Geometrically Consistent Tree Structures from Noisy Images. 2010. Medical Image Computing and Computer-Assisted Intervention (MICCAI), Beijing, China, September 20-24, 2010. p. 291-299.
A. Lucchi; K. Smith; R. Achanta; V. Lepetit; P. Fua : A Fully Automated Approach to Segmentation of Irregularly Shaped Cellular Structures in EM Images. 2010. International Conference on Medical Image Computing and Computer Assisted Intervention, Beijing, September 20-24, 2010.
M. Calonder; V. Lepetit; C. Strecha; P. Fua : BRIEF: Binary Robust Independent Elementary Features. 2010. 11th European Conference on Computer Vision (ECCV). p. 778-792.
M. Calmon; M. Farhat; P. Fua; K. Startchev; G. Bonnier et al. : L'HYDROPTERE: HOW MULTIDISCIPLINARY SCIENTIFIC RESEARCH MAY HELP BREAK THE SAILING SPEED RECORD . 2010. 2nd INTERNATIONAL CONFERENCE ON INNOVATION IN HIGH PERFORMANCE SAILING YACHTS (Innov'Sail), Lorient, France, June 30 - 1st July 1st, 2010.
C. Strecha; T. Pylvanainen; P. Fua : Dynamic and Scalable Large Scale Image Reconstruction. 2010. 23rd IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, U.S.A, June 13-19, 2010.
A. Shaji; A. Varol; L. Torresani; P. Fua : Simultaneous Point Matching and 3D Deformable Surface Reconstruction. 2010. 23rd IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, U.S.A., June 13-19, 2010.
M. Calonder; V. Lepetit; P. Fua : Pareto-optimal Dictionaries for Signatures. 2010. Conference on Computer Vision and Pattern Recognition, June.

Books

M. Salzmann; P. Fua : Deformable Surface 3D Reconstruction from Monocular Images ; Morgan-Claypool.

Theses

M. Calonder : Robust, High-Speed Interest Point Matching for Real-Time Applications. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4868.
E. Tola : DAISY: A Fast Descriptor for Dense Wide Baseline Stereo and Multiview Reconstruction. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4830.
M. Özuysal : Learning Pose Invariant and Covariant Classifiers from Image Sequences. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4746.
A. Fossati : Bridging the Gap between Detection and Tracking for 3D Human Motion Recovery. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4699.
J. Berclaz : Pedestrian localization, tracking and behavior analysis from multiple cameras. Lausanne, EPFL, 2010. DOI : 10.5075/epfl-thesis-4629.

Reports

A. Lucchi; K. Smith; R. Achanta; G. Knott; P. Fua : Supervoxel-Based Segmentation of EM Image Stacks with Learned Shape Features. 2010.
A. Varol; A. Shaji; M. Salzmann; P. Fua : Monocular 3D Reconstruction of Locally Textured Surfaces. 2010.
R. Rigamonti; M. Brown; V. Lepetit : Is Sparsity Really Relevant for Image Classification?. 2010.
C. Strecha; A. M. Bronstein; M. M. Bronstein; P. Fua : LDAHash: Improved matching with smaller descriptors. 2010.
P. Fua; A. Varol; R. Urtasun; M. Salzmann : Least-Squares Minimization Under Constraints. 2010.
E. Tola : A Closed-Form Solution for the Uniform Sampling of the Epipolar Line via Non-Uniform Depth Sampling. 2010.
R. Achanta; A. Shaji; K. Smith; A. Lucchi; P. Fua et al. : SLIC Superpixels. 2010.

2009

Journal Articles

V. Lepetit; F. Moreno-Noguer; P. Fua : EPnP: An Accurate O(n) Solution to the PnP Problem; International Journal Of Computer Vision. 2009. DOI : 10.1007/s11263-008-0152-6.
C. Scherrer; J. Pilet; V. Lepetit; P. Fua : Memories of the world of the mountains; Leonardo. 2009. DOI : 10.1162/leon.2009.42.4.350.
V. I. Slaveykova; K. Startchev : Effect of natural organic matter and green microalga on carboxyl-polyethylene glycol coated CdSe/ZnS quantum dots stability and transformations under freshwater conditions; Environmental Pollution. 2009. DOI : 10.1016/j.envpol.2009.06.017.
A. Shahrokni; T. Drummond; F. Fleuret; P. Fua : Classification-based Probabilistic Modeling of Texture Transition for Fast Line Search Tracking and Delineation; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2009.

Conference Papers

F. Moreno-Noguer; M. Salzmann; V. Lepetit; P. Fua : Capturing 3D Stretchable Surfaces from Single Images in Closed Form. 2009. Computer Vision and Pattern Recognition (CVPR).
C. Strecha; A. Lindner; K. Ali; P. Fua : Training for Task Specific Keypoint Detection. 2009. DAGM Symposium on Pattern Recognition, Jena, GERMANY, Sep 09-11, 2009. p. 151-160.
K. Smith; A. Carleton; V. Lepetit : Fast Ray Features for Learning Irregular Shapes. 2009. 12th IEEE International Conference on Computer Vision, Kyoto, JAPAN, Sep 29-Oct 02, 2009. p. 397-404.
M. Calonder; V. Lepetit; P. Fua; K. Konolige; J. Bowman et al. : Compact Signatures for High-speed Interest Point Description and Matching. 2009. IEEE International Conference on Computer Vision, Kyoto, JAPAN, Sep 29-Oct 02, 2009. p. 357-364.
E. Turetken; A. A. Alatan : Temporally Consistent Layer Depth Ordering Via Pixel Voting For Pseudo 3D Representation. 2009. 3DTV Conference - True Vision - Capture, Transmission and Display of 3D Video, Potsdam, GERMANY, May 04-06, 2009. p. 257-260.
A. Fossati; M. Salzmann; P. Fua : Observable Subspaces for 3D Human Motion Recovery. 2009. IEEE Conference on Computer Vision and Pattern Recognition, Miami, Florida, USA, June 22 - 24, 2009.
Y. Park; V. Lepetit; W. Woo : ESM-Blur: Handling and Rendering Blur in 3D Tracking and Augmentation. 2009. International Symposium on Mixed and Augmented Reality.
M. Calonder; V. Lepetit; P. Fua; K. Konolige; J. Bowman et al. : Compact Signatures for High-speed Interest Point Description and Matching. 2009. International Conference on Computer Vision, September, 2009.
K. Konolige; J. Bowman; J. Chen; P. Mihelich; M. Calonder et al. : View-Based Maps. 2009. Robotics: Science and Systems Conference, Seattle, June 2009.
M. Özuysal; V. Lepetit; P. Fua : Pose Estimation for Category Specific Multiview Object Localization. 2009. Conference on Computer Vision and Pattern Recognition, Miami, 2009. p. 778-785. DOI : 10.1109/CVPR.2009.5206633.
J. Berclaz; A. Shahrokni; F. Fleuret; J. Ferryman; P. Fua : Evaluation of Probabilistic Occupancy Map People Detection for Surveillance Systems. 2009. Proceedings of the IEEE International Workshop on Performance Evaluation of Tracking and Surveillance, Miami, Florida, USA, June 20-25, 2009.
K. Ali; F. Fleuret; D. Hasler; P. Fua : Joint Pose Estimator and Feature Learning for Object Detection. 2009. IEEE International Conference on Computer Vision. p. 1373-1380.
G. Gonzalez; F. Aguet; F. Fleuret; M. Unser; P. Fua : Steerable Features for Statistical 3D Dendrite Detection. 2009. International Conference on Medical Image Computing and Computer Assisted Intervention. p. 625-632.
G. Gonzalez; F. Fleuret; P. Fua : Learning Rotational Features for Filament Detection. 2009. International Conference on Computer Vision and Pattern Recognition. p. 1582-1589.
J. Berclaz; F. Fleuret; P. Fua : Multiple Object Tracking using Flow Linear Programming. 2009. 12th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (Winter-PETS 2009), Snowbird, Utah.
R. Achanta; A. Shaji; P. Fua; S. Süsstrunk : Image Summaries using Database Saliency. 2009. The 2nd ACM SIGGRAPH Conference and Exhibition in Asia (SIGGRAPH Asia), Yokohama, Japan, December 16-19, 2009.
N. Padoy; D. Mateus; D. Weinland; M.-O. Berger; N. Navab : Workflow Monitoring based on Multi-view Reconstruction. 2009. ICCV Workshop on Video-Oriented Object and Event Classification, Kyoto, September 28, 2009.
A. Varol; M. Salzmann; E. Tola; P. Fua : Template-Free Monocular Reconstruction of Deformable Surfaces. 2009. International Conference on Computer Vision, Kyoto, September 27 - October 4, 2009.
F. J. Estrada; P. Fua; V. Lepetit; S. Süsstrunk : Appearance-based Keypoint Clustering. 2009. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, FL, USA, June 20-25, 2009. DOI : 10.1109/CVPR.2009.5206514.

Theses

P. Lagger : Specularities as an information source in the presence of texture. Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4387.
M. Salzmann : Learning and recovering 3D surface deformations. Lausanne, EPFL, 2009. DOI : 10.5075/epfl-thesis-4270.

Reports

J. Berclaz; F. Fleuret; P. Fua : Multiple Object Tracking using Flow Linear Programming. 2009.
E. Tola; C. Zhang; Q. Cai; Z. Zhang : Virtual View Generation with a Hybrid Camera Array. 2009.

2008

Journal Articles

P. Lagger; P. Fua : Retrieving multiple light sources in the presence of specular reflections and texture; Computer Vision And Image Understanding. 2008. DOI : 10.1016/j.cviu.2007.11.002.
F. Fleuret; J. Berclaz; R. Lengagne; P. Fua : Multi-Camera People Tracking with a Probabilistic Occupancy Map; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2008. DOI : 10.1109/TPAMI.2007.1174.
J. Pilet; V. Lepetit; P. Fua : Fast Non-Rigid Surface Detection, Registration and Realistic Augmentation; International Journal of Computer Vision. 2008. DOI : 10.1007/s11263-006-0017-9.

Conference Papers

M. Salzmann; R. Urtasun; P. Fua : Local deformation models for monocular 3D shape recovery. 2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, Jun 23-28, 2008. p. 1213-1220.
P. Lagger; M. Salzmann; V. Lepetit; P. Fua : 3D pose refinement from reflections. 2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, Jun 23-28, 2008. p. 1205-1212.
M. Calonder; V. Lepetit; P. Fua : Keypoint Signatures for Fast Learning and Recognition. 2008. European Conference on Computer Vision , Marseille, FRANCE, Oct 12-18, 2008. p. 58-71.
F. Moreno-Noguer; V. Lepetit; P. Fua : Pose Priors for Simultaneously Solving Alignment and Correspondence. 2008. European Conference on Computer Vision, Marseille, France, Oct 12-18, 2008. p. 405-418.
M. Salzmann; F. Moreno-Noguer; V. Lepetit; P. Fua : Closed-Form Solution to Non-rigid 3D Surface Registration. 2008. European Conference on Computer Vision , Marseille, FRANCE, Oct 12-18, 2008. p. 581-594.
J. Pilet; C. Strecha; P. Fua : Making Background Subtraction Robust to Sudden Illumination Changes. 2008. European Conference on Computer Vision, Marseille, France, Oct 12-18, 2008. p. 567-580.
Y. Park; V. Lepetit; W. Woo : Multiple 3D Object Tracking for Augmented Reality. 2008. International Symposium on Mixed and Augmented Reality.
G. Gonzalez; F. Fleuret; P. Fua : Automated Delineation of Dendritic Networks in Noisy Image Stacks. 2008. European Conference on Computer Vision.
J. Berclaz; F. Fleuret; P. Fua : Principled Detection-by-classification from Multiple Views. 2008. proceedings of the International Conference on Computer Vision Theory and Applications.
J. Berclaz; F. Fleuret; P. Fua : Multi-Camera Tracking and Atypical Motion Detection with Behavioral Maps. 2008. Proceedings of the 10th European Conference on Computer Vision , Marseille, October 12-18, 2008 .
A. Fossati; E. Arnaud; R. Horaud; P. Fua : Tracking Articulated Bodies using Generalized Expectation Maximization. 2008. CVPR Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment, Anchorage, June 27-28, 2006.
A. Fossati; P. Fua : Linking Pose and Motion. 2008. European Conference on Computer Vision, Marseille, October 12-18, 2008.
G. Gonzalez; F. Fleuret; P. Fua : Automated Delineation of Dendritic Networks in Noisy Image Stacks. 2008. European Conference on Computer Vision, Marseille, October 13-16, 2008. p. 214-227.
M. Calonder; V. Lepetit; P. Fua : Keypoint Signatures for Fast Learning and Recognition. 2008. European Conference on Computer Vision, Marseilles, October 2008.
C. Strecha; W. von Hansen; L. Van Gool; P. Fua; U. Thoennessen : On Benchmarking Camera Calibration and Multi-View Stereo for High Resolution Imagery. 2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, June 24-26, 2008.
C. Strecha; L. Van Gool; P. Fua : IA Generative Model for True Orthorectification. 2008. ISPRS Congress, Beijing, 2008. p. 303-308.
K. Smith; A. Carleton; V. Lepetit : General Constraints for Batch Multiple-Target Tracking Applied to Large-Scale Videomicroscopy. 2008. IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, June 2008.
C. Strecha; L. Van Gool; P. Fua : A Generative Model for True Orthorectification. 2008. ISPRS Congress Beijing 2008, Beijing, 2008.
J. Berclaz; F. Fleuret; P. Fua : Principled Detection-by-Classification from Multiple Views. 2008. International Conference on Computer Vision Theory and Applications, Funchal, Madeira, January 22-25, 2008. p. 375-382.
E. Tola; V. Lepetit; P. Fua : A fast local descriptor for dense matching. 2008. Conference on Computer Vision and Pattern Recognition, Alaska, USA, June 24-26, 2008.

Theses

J. Pilet : Augmented reality for non-rigid surfaces. Lausanne, EPFL, 2008. DOI : 10.5075/epfl-thesis-4192.

2007

Journal Articles

M. Salzmann; J. Pilet; S. Ilic; P. Fua : Surface Deformation Models for Non-Rigid 3--D Shape Recovery; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2007. DOI : 10.1109/TPAMI.2007.1080.
S. Ilic; M. Salzmann; P. Fua : Implicit Meshes for Effective Silhouette Handling; International Journal of Computer Vision. 2007. DOI : 10.1007/s11263-006-8595-0.

Conference Papers

F. Moreno-Noguer; V. Lepetit; P. Fua : Accurate non-iterative O(n) solution to the PnP problem. 2007. 11th IEEE International Conference on Computer Vision, Rio de Janeiro, BRAZIL, Oct 14-21, 2007. p. 2252-2259.
F. Moreno-Noguer; V. Lepetit; P. Fua : Accurate Non-Iterative O(n) Solution to the PnP Problem. 2007. International Conference on Computer Vision, 2007.
J. Pilet; V. Lepetit; P. Fua : Retexturing in the Presence of Complex Illumination and Occlusions. 2007. International Symposium on Mixed and Augmented Reality, Nara, Japan, November, 2007.
A. Fossati; M. Dimitrijevic; V. Lepetit; P. Fua : Bridging the Gap between Detection and Tracking for 3D Monocular Video-Based Motion Capture. 2007. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, June 17-22, 2007. p. 1-8.
A. Lanza; L. Di Stefano; J. Berclaz; F. Fleuret; P. Fua : Robust Multi-View Change Detection. 2007. British Machine Vision Conference, Warwick, September 10-13, 2007.
M. Ozuysal; P. Fua; V. Lepetit : Fast Keypoint Recognition in Ten Lines of Code. 2007. IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, June 18-23, 2007.

Theses

M. Dimitrijevic : Spatio-temporal human pose detection. Lausanne, EPFL, 2007. DOI : 10.5075/epfl-thesis-3903.

Student Projects

F. Gilliéron : Calibration automatique d’une caméra ; 2007.

2006

Journal Articles

M. Dimitrijevic; V. Lepetit; P. Fua : Human body pose detection using Bayesian spatio-temporal templates; Computer Vision and Image Understanding. 2006.
R. Urtasun; D. Fleet; P. Fua : Temporal Motion Models for Monocular and Multiview 3–D Human Body Tracking; Computer Vision and Image Understanding. 2006.
H. Dejnabadi; B. M. Jolles; E. Casanova; P. Fua; K. Aminian : Estimation and visualization of sagittal kinematics of lower limbs orientation using body-fixed sensors; Ieee Transactions on Biomedical Engineering. 2006. DOI : 10.1109/TBME.2006.873678.
S. Ilic; P. Fua : Implicit Meshes for Surface Reconstruction; Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2006.
V. Lepetit; P. Fua : Keypoint Recognition using Randomized Trees; Transactions on Pattern Analysis and Machine Intelligence. 2006.

Conference Papers

R. Urtasun; D. Fleet; P. Fua : 3D people tracking with Gaussian process dynamical models. 2006. Computer Vision and Pattern Recognition, June, 2006.
J. Pilet; A. Geiger; P. Lagger; V. Lepetit; P. Fua : An all-in-one solution to geometric and photometric calibration. 2006. International Symposium on Mixed and Augmented Reality, Santa Barbara, CA, October 2006.
C. Strecha; R. Fransens; L. Van Gool : Combined Depth and Outlier Estimation in Multi-View Stereo. 2006. IEEE Conference on Computer Vision and Pattern Recognition, New York, June 17-22, 2006.
J. Berclaz; F. Fleuret; P. Fua : Robust People Tracking with Global Trajectory Optimization. 2006. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, June 17-22, 2006 . p. 744-750.
M. Ozuysal; V. Lepetit; F. Fleuret; P. Fua : Feature Harvesting for Tracking-by-Detection. 2006. European Conference on Computer Vision, Graz, May 7-13, 2006. p. 592-605.

Theses

R. Urtasun Sotil : Motion models for robust 3D human body tracking. Lausanne, EPFL, 2006. DOI : 10.5075/epfl-thesis-3541.

Reports

F. Fleuret; P. Fua : Dendrite Tracking in Microscopic Images using Minimum Spanning Trees and Localized E-M. 2006.
M. Calonder : EKF SLAM vs. FastSLAM -- A comparison. 2006.

2005

Journal Articles

L. Herda; R. Urtasun; P. Fua : Hierarchical Implicit Surface Joint Limits for Human Body Tracking; Computer Vision and Image Understanding. 2005. DOI : 10.1016/j.cviu.2005.01.005.
V. Lepetit; P. Fua : Monocular Model-Based 3D Tracking of Rigid Objects: A Survey; Foundations and Trends in Computer Graphics and Vision. 2005.

Conference Papers

D. Fidaleo; G. Medioni; P. Fua; V. Lepetit : An Investigation of Model Bias in 3D Face Tracking. 2005. Conference on Analysis and Modelling of Faces and Gestures.
J. Pilet; V. Lepetit; P. Fua : Augmenting Deformable Objects in Real-Time. 2005. International Symposium on Mixed and Augmented Reality, Vienna, Austria, October 2005.
J. Pilet; V. Lepetit; P. Fua : Real-Time Non-Rigid Surface Detection. 2005. Conference on Computer Vision and Pattern Recognition, San Diego, CA, June 2005.
S. Ilic; M. Salzmann; P. Fua : Implicit Surfaces Make for Better Silhouettes. 2005. p. 1135-1142.
R. Urtasun; D. J. Fleet; A. Hertzmann; P. Fua : Priors for People Tracking from Small Training Sets. 2005. International Conference in Computer Vision.
A. Shahrokni; F. Fleuret; P. Fua : Classifier-based Contour Tracking for Rigid and Deformable Objects. 2005. British Machine Vision Conference.
R. Urtasun; D. Fleet; P. Fua : Monocular 3--D Tracking of the Golf Swing. 2005. Conference on Computer Vision and Pattern Recognition. p. 932-939.
A. Shahrokni; T. Drummond; P. Fua : Fast Texture-Based Tracking and Delineation Using Texture Entropy. 2005.
M. Salzmann; S. Ilic; P. Fua : Physically Valid Shape Parameterization for Monocular 3-D Deformable Surface Tracking. 2005.
J. Pilet; V. Lepetit; P. Fua : Real-Time Non-Rigid Surface Detection. 2005.
V. Lepetit; P. Lagger; P. Fua : Randomized Trees for Real-Time Keypoint Recognition. 2005.
F. Fleuret; R. Lengagne; P. Fua : Fixed Point Probability Field for Complex Occlusion Handling. 2005.
M. Dimitrijevic; V. Lepetit; P. Fua : Human Body Pose Recognition Using Spatio-Temporal Templates. 2005. ICCV workshop on Modeling People and Human Interaction, Beijing, China.

Theses

S. A. Shahrokni : Probabilistic modeling of texture transition for fast tracking and delineation. Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3377.
S. Ilic : Implicit meshes. Lausanne, EPFL, 2005. DOI : 10.5075/epfl-thesis-3243.

Reports

P. Lagger; P. Fua : Multiple Light Sources Recovery in the Presence of Specularities and Texture. 2005.
F. Fleuret; G. Blanchard : Pattern Recognition from One Example by Chopping. 2005.
M. Salzmann; S. Ilic; P. Fua : Parameterizing Deformable Surfaces for Monocular 3--D Tracking. 2005.

2004

Journal Articles

L. Vacchetti; V. Lepetit; P. Fua : Stable Real-Time 3D Tracking Using Online and Offline Information; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2004. DOI : 10.1109/TPAMI.2004.92.
R. Urtasun; P. Glardon; R. Boulic; D. Thalmann; P. Fua : Style-based Motion Synthesis; Computer Graphics Forum. 2004. DOI : 10.1111/j.1467-8659.2004.00809.x.

Conference Papers

C. Strecha; R. Fransen; L. Van Gool : Wide-baseline Stereo from Multiple Views: a Probabilistic Account. 2004. IEEE Conference on Computer Vision and Pattern Recognition, Washington, June 27 - July 2, 2004 . p. 552-559.
L. Herda; R. Urtasun; P. Fua : Hierarchical Implicit Surface Joint Limits to Constrain Video-Based Motion Capture. 2004. European Conference on Computer Vision.
M. Dimitrijevic; S. Ilic; P. Fua : Accurate Face Models from Uncalibrated and Ill-Lit Video Sequences. 2004. Conference on Computer Vision and Pattern Recognition.
A. Shahrokni; T. Drummond; P. Fua : Markov-based Silhouette Extraction for Three--Dimensional Body Tracking in Presence of Cluttered Background. 2004. British Machine Vision Conference.
L. Vacchetti; V. Lepetit; P. Fua : Combining Edge and Texture Information for Real-Time Accurate 3D Camera Tracking. 2004. International Symposium on Mixed and Augmented Reality, Arlington, VA.
L. Vacchetti; V. Lepetit; M. Ponder; G. Papagiannakis; D. Thalmann et al. : A Stable Real-Time AR Framework for Training and Planning in Industrial Environments. 2004. p. 129-146.
R. Urtasun; P. Fua : 3--D Human Body Tracking using Deterministic Temporal Motion Models. 2004. European Conference on Computer Vision.
R. Urtasun; P. Fua : Human Motion Models for Characterization and Recognition. 2004.
A. Shahrokni; T. Drummond; P. Fua : Texture Boundary Detection for Real-Time Tracking. 2004.
V. Lepetit; J. Pilet; P. Fua : Point Matching as a Classification Problem for Fast and Robust Object Pose Estimation. 2004.
E. Casanova; H. Dejnabadi; B. Jolles; K. Aminian; P. Fua : 3--D Motion Analysis and Synthesis from Inertial Gyroscopes and Image Data. 2004.

Theses

L. Vacchetti : Multi modal tracking in complex environments for augmented reality applications. Lausanne, EPFL, 2004. DOI : 10.5075/epfl-thesis-3114.
L. Herda : Using biomechanical constraints to improve video-based motion capture. Lausanne, EPFL, 2004. DOI : 10.5075/epfl-thesis-2892.

Book Chapters

L. Vacchetti; V. Lepetit; G. Papagiannakis; M. Ponder; P. Fua et al. : Stable Real-Time AR Framework for Training and Planning in Industrial Environments; Virtual and Augmented Reality Applications in Manufacturing; Springer-Verlag, 2004.

Reports

S. Ilic; M. Salzmann; P. Fua : Implicit Meshes Make for Better Silhouettes. 2004.
V. Lepetit; P. Lagger; P. Fua : Randomized Trees for Real-Time Keypoint Recognition. 2004.
R. Urtasun; D. Fleet; P. Fua : Monocular 3-D Tracking of the Golf Swing. 2004.
A. Shahrokni; T. Drummond; P. Fua : Fast Texture-Based Tracking and Delineation Using Texture Entropy. 2004.
F. Fleuret; R. Lengagne; P. Fua : Fixed Point Probability Field for Occlusion Handling. 2004.
J. Pilet; V. Lepetit; P. Fua : Real-time non-rigid surface detection. 2004.
V. Lepetit; P. Fua : Towards Recognizing Feature Points using Classification Trees. 2004.
S. Ilic; P. Fua : Implicit Meshes for Surface Reconstruction. 2004.
R. Urtasun; P. Glardon; D. Thalmann; P. Fua : Mahalanobis Motion Generation. 2004.
L. Herda; R. Urtasun; P. Fua : Hierarchical Implicit Surface Joint Limits for Human Body Tracking. 2004.
V. Lepetit; J. Pilet; P. Fua : Point Matching as a Classification Problem for Fast and Robust Object Pose Estimation. 2004.
M. Dimitrijevic; S. Ilic; P. Fua : Accurate Face Models from Uncalibrated and Ill-Lit Video Sequences. 2004.
R. Urtasun; P. Fua : 3D Tracking for Gait Characterization and Recognition. 2004.
R. Urtasun; P. Fua : 3D Human Body Tracking using Deterministic Temporal Motion Models. 2004.

Student Projects

J. Berclaz : Acoustic Echo Cancellation for Human-Robot Communications ; 2004.

2003

Journal Articles

R. Plankers; P. Fua : Articulated Soft Objects for Multi-View Shape and Motion Capture; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2003. DOI : 10.1109/TPAMI.2003.1227995.
Y. G. Leclerc; Q. T. Luong; P. Fua : Self-consistency and MDL: a paradigm for evaluating point correspondence algorithms and detecting change; International Journal of Computer Vision. 2003. DOI : 10.1023/A:1020940807324.
L. Herda; R. Urtasun; A. Hanson; P. Fua : Automatic Determination of Shoulder Joint Limits using Experimentally Determined Quaternion Field Boundaries; International Journal of Robotics Research. 2003.

Conference Papers

C. Strecha; T. Tuytelaars; L. Van Gool : Dense Matching of Multiple Wide-baseline Views. 2003. 9th IEEE International Conference on Computer Vision, Nice, October 13-16, 2003. p. 1194-1201.
N. D'Apuzzo; A. Gruen; R. Plaenkers; P. Fua : Least Squares Matching Tracking Algorithm for Human Body Modeling. 2003. XIX Congress for the International Society for Photogrammetry and Remote Sensing Congress, Amsterdam, Netherlands, 16-23 July 2003. p. 2000.
J. J. Gonzalez; L. Ik Soo; P. Fua; D. Thalmann : Robust tracking and segmentation of human motion in an image sequence. 2003. DOI : 10.1109/ICASSP.2003.1199099.
V. Lepetit; L. Vacchetti; D. Thalmann; P. Fua : Real-time augmented face. 2003. International Symposium on Mixed and Augmented Reality. DOI : 10.1109/ISMAR.2003.1240753.
V. Lepetit; L. Vacchetti; D. Thalmann; P. Fua : Fully Automated and Stable Registration for Augmented Reality Applications. 2003. International Symposium on Mixed and Augmented Reality, Tokyo, Japan. DOI : 10.1109/ISMAR.2003.1240692.
N. Gehrig; V. Lepetit; P. Fua : Golf Club Visual Tracking for Enhanced Swing Analysis Tools. 2003.
L. Vacchetti; V. Lepetit; P. Fua : Fusing Online and Offline Information for Stable 3D Tracking in Real-Time. 2003. Conference on Computer Vision and Pattern Recognition.
V. Lepetit; A. Shahrokni; P. Fua : Robust Data Association For Online Applications. 2003.
A. Shahrokni; V. Lepetit; P. Fua : Bundle Adjustment for Markerless Body Tracking in Monocular Video Sequences. 2003.
S. Ilic; P. Fua : From Explicit to Implicit Surfaces for Visualization, Animation and Modeling. 2003.
S. Ilic; P. Fua : Implicit Meshes for Modeling and Reconstruction. 2003.
L. Vacchetti; V. Lepetit; G. Papagiannakis; M. Ponder; P. Fua et al. : Stable Real-Time Interaction Between Virtual Humans and Real Scenes. 2003. International Conference on 3-D Digital Imaging and Modeling..
S. Ilic; P. Fua : Generic Deformable Implicit Mesh Models for Automated Reconstruction. 2003.

2002

Journal Articles

Q. T. Luong; P. Fua; Y. G. Leclerc : The radiometry of multiple images; IEEE Transactions on Pattern Analysis and Machine Intelligence. 2002. DOI : 10.1109/34.982882.

Conference Papers

R. Plankers; P. Fua : Model-Based Silhouette Extraction for Accurate People Tracking. 2002.
S. Ilic; P. Fua : Using Dirichlet Free Form Deformation to Fit Deformable Models to Noisy 3-D Data. 2002. European Conference on Computer Vision (ECCV), Copenhagen, Denmark.
P. Fua; A. Gruen; N. D'Apuzzo; R. Plankers : Markerless Full Body Shape and Motion Capture from Video Sequences. 2002.
Q. T. Luong; P. Fua; Y. G. Leclerc : Recovery of Reflectances and Varying Illuminants from Multiple Views. 2002.
L. Herda; R. Urtasun; A. Hanson; P. Fua : An Automatic Method For Determining Quaternion Field Boundaries for Ball-and-Socket Joint Limits. 2002. Automated Face and Gesture Recognition.
A. Shahrokni; L. Vacchetti; P. Fua : Polyhedral object detection and pose estimation for augmented reality applications. 2002.

2001

Journal Articles

L. Herda; P. Fua; R. Plankers; R. Boulic; D. Thalmann : Using skeleton-based tracking to increase the reliability of optical motion capture; Human Movement Science. 2001. DOI : 10.1016/S0167-9457(01)00050-1.
R. Plankers; P. Fua : Tracking and Modeling People in Video Sequences; Computer Vision and Image Understanding. 2001.

Conference Papers

G. Blasko; P. Fua : Real-Time 3D Object Recognition for Automatic Tracker Initialization. 2001. International Symposium on Augmented Reality, Newyork, USA, 29-30 October, 2001. p. 175-176. DOI : 10.1109/ISAR.2001.970529.
S. Balcisoy; M. Kallmann; R. Torre; P. Fua; D. Thalmann : Interaction Techniques with Virtual Humans in Mixed Environments. 2001. International Symposium on Mixed Reality, Tokyo, Japan.
S. Balsicoy; M. Kallmann; R. Torre; P. Fua; D. Thalmann : Interaction Techniques with Virtual Humans in Mixed Environments. 2001.
R. Plankers; P. Fua : On Implicit Modeling for Fitting Purposes. 2001.
R. Lengagne; P. Fua : Incorporating Differential Constraints in the 3D Reconstruction Process : Application to Stereo. 2001. International Conference on Computer Vision, Vancouver, Canada.
R. Plankers; P. Fua : Articulated Soft Objects for Video-based Body Modeling. 2001. International Conference on Computer Vision, Vancouver, Canada. p. 394-401.

Theses

R. Plänkers : Human body modeling from video sequences. Lausanne, EPFL, 2001. DOI : 10.5075/epfl-thesis-2493.

2000

Journal Articles

P. Fua : Regularized Bundle-Adjustment to Model Heads from Image Sequences without Calibration Data; International Journal of Computer Vision. 2000. DOI : 10.1023/A:1008105802790.
R. Lengagne; P. Fua; O. Monga : 3--D Stereo Reconstruction of Human Faces driven by Differential Constraints Image and Vision Computing; Image and Vision Computing. 2000.

Conference Papers

V. Lepetit; M.-O. Berger : Handling Occlusion in Augmented Reality Systems: A Semi-Automatic Method. 2000. IEEE and ACM International Symposium on Augmented Reality.
R. Torre; P. Fua; S. Balcisoy; M. Ponder; D. Thalmann : Interaction Between Real and Virtual Humans: Playing Checkers. 2000. Eurographics Workshop On Virtual Environments 2000, Interlaken, Switzerland, 20-25 August.
S. Balcisoy; R. Torre; M. Ponder; P. Fua; D. Thalmann : Augmented reality for real and virtual humans. 2000. Computer Graphics International 2000, Geneva, Switzerland. DOI : 10.1109/CGI.2000.852346.
L. Herda; P. Fua; R. Plankers; R. Boulic; D. Thalmann : Skeleton-based motion capture for robust reconstruction of human motion. 2000. Computer Animation, Philadelphia, PA, USA. DOI : 10.1109/CA.2000.889046.
R. Torre; S. Balcisoy; P. Fua; D. Thalmann : Interaction Between Real and Virtual Humans: Playing Checkers. 2000.
S. Balcisoy; R. Torre; M. Ponder; P. Fua; D. Thalmann : Augmented Reality for Real and Virtual Humans. 2000.
S. Balcisoy; P. Fua; M. Kallmann; D. Thalmann : A Framework for Rapid Evaluation of Prototypes with Augmented Reality. 2000.
D. Samaras; D. Metaxas; P. Fua; Y. Leclerc : Variable Albedo Surface Reconstruction from Stereo and Shape from Shading. 2000.
Y. G. Leclerc; Q. T. Luong; P. Fua : Measuring the Self-Consistency of Stereo Algorithm. 2000.
Y. G. Leclerc; Q. T. Luong; P. Fua : Detecting Changes in 3-D Shape using Self-Consistency. 2000.
P. Fua; L. Herda; R. Plankers; R. Boulic : Human Shape and Motion Recovery Using Animation Models. 2000.

1999

Journal Articles

P. Fua; C. Miccio : Animated heads from ordinary images: a least-squares approach; Computer Vision and Image Understanding. 1999. DOI : 10.1006/cviu.1999.0778.
P. Fua : UsingModel-Driven Bundle-Adjustment to Model Heads from Raw Video Sequences; Geomatics Info Magazine. 1999.

Conference Papers

P. Fua; R. Plankers; D. Thalmann : From synthesis to analysis: fitting human animation models to image data. 1999. Computer Graphics International 1999, Canmore, Alberta, Canada. DOI : 10.1109/CGI.1999.777889.
R. Plankers; P. Fua; N. D'Apuzzo : Automated body modeling from video sequences. 1999. ICCV Workshop on Modelling People, Corfu, Greece, 20 September. DOI : 10.1109/PEOPLE.1999.798345.
Y. G. Leclerc; Q. T. Luong; P. Fua : Characterizingthe Performance of Multiple-image Point-correspondence Algorithms usingSelf-Consistency. 1999.
Y. G. Leclerc; Q. T. Luong; P. Fua : Self-Consistency: A Novel Approach to Characterizing the Accuracy and Reliability of Point-Correspondence Algorithms. 1999.
P. Fua : Using Model-Driven Bundle-Adjustment to Model Heads from Raw Video Sequences. 1999. p. 46-53.
P. Fua : Modeling Heads from Uncalibrated Video Sequences. 1999.

1998

Journal Articles

P. Fua : FaceModels from Uncalibrated Video Sequences; Modeling and Motion Capture Techniques for Virtual Environments, , SpringerLecture Notesin Artificial Intelligence. 1998.
P. Fua : Fast, Accurate and Consistent Modeling of Drainage and Surrounding Terrain; International Journal of Computer Vision. 1998. DOI : 10.1023/A:1007905112118.

Conference Papers

P. Fua; A. Gruen; R. Plaenkers; N. D'Apuzzo; D. Thalmann : Human Body Modeling and Motion Analysis From Video Sequences. 1998. International Symposium on Real Time Imaging and Dynamic Analysis, Hakodate, Japan, June, 1998.
N. D'Apuzzo; R. Plankers; P. Fua; A. Gruen; D. Thalmann : Modeling human bodies from video sequences. 1998. p. 36-47. DOI : 10.1117/12.333796.
P. Fua; C. Miccio : From regular images to animated heads: a least squares approach. 1998. 5th European Conference on Computer Vision., Freiburg, Germany, June, 1998.
M. C. Silaghi; R. Plankers; R. Boulic; P. Fua; D. Thalmann : Local and global skeleton fitting techniques for optical motion capture. 1998. Modelling and Motion Capture Techniques for Virtual Environments, Geneva, Switzerland, 26-27 November, 1998. p. 26-40.
M.-C. Silaghi; R. Plaenkers; R. Boulic; P. Fua; D. Thalmann : Local and Global Skeleton Fitting Techniques for Optical Motion Capture. 1998. p. 26-40.
R. Lengagne; P. Fua; O. Monga : 3-D Face Modeling from Stereo and Differential Constraints Paradigm. 1998. International Conference on Automatic Face and Gesture Recognition, Nara, Japan.
M. C. Silaghi; R. Plankers; R. Boulic; P. Fua; D. Thalmann : Local and Global Skeleton Fitting Techniques for Optical Motion Capture , Modeling and Motion Capture Techniques for Virtual Environments. 1998. p. 26-40.
R. Lengagne; P. Fua; O. Monga : 3-D Stereo Reconstruction of Human Faces driven by Differential Constraints. 1998. ECCV workshop on Advances in Facial Image Analysis and Recognition Technology, Freiburg, Germany.
P. Fua; R. Plankers; D. Thalmann : Realistic Human Body Modeling. 1998.
P. Fua : Face Models from Uncalibrated Video Sequences. 1998. p. 214-228.

1997

Journal Articles

P. Fua : From Multiple Stereo Views to Multiple 3-D Surfaces; International Journal of Computer Vision (IJCV). 1997. DOI : 10.1023/A:1007918123901.
P. Fua; C. Brechbuehler : Imposing Hard Constraints on Deformable Models Through Optimization in Orthogonal Subspaces; Computer Vision and Image Understanding. 1997.
W. Neuenschwander; P. Fua; G. Szekely; O. Kubler : Ziplock Snakes; International Journal of Computer Vision. 1997.

Conference Papers

P. Fua; C. Miccio : Fitting Sophisticated Facial Animation Models to Image Data. 1997. Optical3--D Measurement Techniques Conference, Zurich, Switzerland, September,.
P. Fua : Model-Based Optimization: An Approach to Fast, Accurate, and Consistent Site Modeling from Imagery. 1997. p. 903-908.
R. Lengagne; O. Monga; P. Fua : Using Differential Constraints to Reconstruct Complex Shapes from Stereo. 1997. Conference on Computer Vision and Pattern Recognition, Puerto Rico, USA.
P. Fua : Model-Based Approach to Accurate and Consistent 3-D Modeling of Drainage and Surrounding Terrain. 1997. p. 903-908.

1996

Journal Articles

P. Fua; Y. G. Leclerc : Taking Advantage of Image-Based and Geometry-Based Constraints to Recover 3--D Surfaces; Computer Vision and Image Understanding. 1996. DOI : 10.1006/cviu.1996.0048.

Conference Papers

R. Lengagne; P. Fua; O. Monga : Using Crest Line to Guide Surface Reconstruction from Stereo. 1996. International Conference on Pattern Recognition, Vienna, Austria.
P. Fua; C. Brechbuehler : Imposing Hard Constraints on Soft Snakes. 1996. European Conference on Computer Vision, Cambridge, England.
F. Bignone; O. Henricsson; P. Fua; M. Stricker : Automatic Extraction of Generic House Roofs from High Resolution Aerial Imagery. 1996. European Conference on Computer Vision, Cambridge, Cambridge, UK, April 15-18, 1996.
P. Fua : Model-Based Optimization: Accurate and Consistent Site Modeling. 1996. 18th Congress of International Society for Photogrammetry and Remote Sensing, Vienna, Austria.

1995

Journal Articles

P. Fua; Y. G. Leclerc : Object-Centered Surface Reconstruction: Combining Multi-Image Stereo and Shading; International Journal of Computer Vision. 1995. DOI : 10.1007/BF01428192.

Conference Papers

P. Fua : Reconstructing Complex Surfaces from Multiple Stereo Views. 1995. International Conference on Computer Vision, Cambridge, MA.
P. Fua : Surface Reconstruction Using 3--D Meshes And Particle Systems. 1995. International Workshop on High Precision Navigation, Stuttgart, Germany.
W. Neuenschwander; P. Fua; G. Szekely; O. Kuebler : Velcro Surfaces. 1995. International Conference on Computer Vision, Cambridge, MA.
P. Fua : Parametric Models are Versatile: The Case of Model Based Optimization. 1995. International Society for Photogrammetry and Remote Sensing Joint Workshop, Stockholm, Sweden.

1994

Conference Papers

P. Fua; Y. G. Leclerc : Registration Without Correspondences. 1994. Conference on Computer Vision and Pattern Recognition, Seattle, WA.
W. Neuenschwander; P. Fua; G. Szekely; O. Kuebler : Making Snakes Converge from Minimal Initialization. 1994. International Conference on Pattern Recognition, Jerusalem, Israel.
P. Fua; Y. Leclerc : Using 3--Dimensional Meshes To Combine Image-Based and Geometry-Based Constraints. 1994. European Conference on Computer Vision, Stockholm, Sweden, 1994.
W. Neuenschwander; P. Fua; G. Szekely; O. Kuebler : Initializing Snakes. 1994. Conference on Computer Vision and Pattern Recognition, Seattle, WA.
S. Houzelle; T. M. Strat; P. Fua; M. A. Fischler : Using contextual information to set control parameters of a vision process. 1994. p. 830-836.

1993

Journal Articles

P. Fua : A Parallel Stereo Algorithm that Produces Dense Depth Maps and Preserves Image Features; Machine Vision and Applications. 1993. DOI : 10.1007/BF01212430.

Conference Papers

B. Hotz; Z. Zhang; P. Fua : Incremental Construction of Local D.E.M for an Autonomous Planetary Rover. 1993. p. 33-43.

Reports

O. Faugeras; B. Hotz; H. Mathieu; T. Viéville; Z. Zhang et al. : Real time correlation-based stereo: algorithm, implementations and applications. 1993.

1992

Journal Articles

P. Suetens; P. Fua; A. Hanson : Computational Strategies for Object Recognition; ACM computing surveys. 1992. DOI : 10.1145/128762.128763.

Conference Papers

L. Boissier; C. Proy; B. Hotz; O. Faugeras; P. Fua : Autonomous Planetary Rover (V.A.P): On-board Perception System Concept and Stereovision by Correlation Approach. 1992. p. 181-186.
P. Fua; P. Sander : Segmenting Unstructured 3--D Points Into Surfaces. 1992. p. 676-680.
O. Faugeras; P. Fua; B. Hotz; R. Ma; L. Robert et al. : Quantitative and Qualitative Comparison of Some Area and Feature-based Stereo Algorithms. 1992. p. 1-26.

1991

Journal Articles

P. Fua; A. J. Hanson : An Optimization Framework for Feature Extraction; Machine Vision and Applications. 1991. DOI : 10.1007/BF01257823.

Conference Papers

P. Fua : Combining Stereo and Monocular Information to Compute Dense Depth Maps that Preserve Depth Discontinuities. 1991. International Joint Conference on Artificial Intelligence (IJCAI), Sydney, Australia.

1990

Journal Articles

P. Fua; Y. G. Leclerc : Model Driven Edge Detection; Machine Vision and Applications. 1990. DOI : 10.1007/BF01211451.

1989

Conference Papers

P. Fua : Object Delineation as an Optimization Problem. 1989. International Conference on Supercomputing, Santa Clara, CA, May, 1989.
P. Fua; A. Hanson : Objective Functions for Feature Discrimination.. 1989. International Joint Conference on Artificial Intelligence, Detroit, MI, August 1989.

1987

Journal Articles

P. Fua; A. Hanson : Resegmentation Using Generic Shape: Locating General Cultural Objects; Pattern Recognition Letters. 1987.

Conference Papers

P. Fua : Using Generic Geometric Models for Intelligent Shape Extraction. 1987. American Association for Artificial Intelligence.