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Understanding The Limits Of Neural Rendering For 3D Reconstruction
CVLAB
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Recent Publications
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Research
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Image Descriptors and Keypoint Detection
3D Object Tracking
Deformable Surface Modeling
Unmanned Aerial Vehicles
Tracking and Modeling People
Modeling the Brain
Machine Learning for Biomedical Imaging
Domain Adaptation
Garment Simulation
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GarNet: A Two-stream Network for Fast and Accurate 3D Cloth Draping
Crowd Counting
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Geometric and Physical Constraints for Drone-Based Head Plane Crowd Density Estimation
Context-Aware Crowd Counting
6D Object Pose Estimation in Space
Completed Projects
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Teaching
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Introduction to Computer Vision
Student Projects
Code
Legacy Software
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Optimization Methods
SLIC Superpixels
Deformable Surface Modeling
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Dense Image Registration and Deformable Shape Reconstruction
Laplacian 3D Shape Recovery
CLVM: A Constrained Latent Variable Model
Image Descriptors and Keypoint Detection
Back: Image Descriptors and Keypoint Detection
Deep Convolutional Descriptor Learning
Convolutional Filter Learning
BazAR: A vision based fast detection library
DAISY: A Fast Local Descriptor for Dense Matching
Ferns: Planar Object Detection Demo
TILDE: a Temporally Invariant Learned DEscriptor
TILDE: A Temporally Invariant Learned DEtector
Learning to Assign Orientations to Feature Points
BinBoost: Boosting Binary Keypoint Descriptors
LDAHash: Binary Descriptor for Large-scale Applications
BRIEF: Binary Descriptor for Low-cost Real-time Applications
D-Brief: Efficient Discriminative Projections for Compact Binary Descriptors
LIFT: Learned Invariant Feature Transform
Biomedical Imagery
Back: Biomedical Imagery
Synapse Segmentation Code
Mitochondria Segmentation Code
Enclosing Membrane Mitochondria Segmentation
Fiji plugin for the analysis of EM images
NeuroMorph
Tubular Geodesics: Fiji plugins
Supervised Filter Learning for Curvilinear Structure Segmentation
Multi-Scale Centerline and Boundary Detection
Non-Rigid Registration of Neuronal Stacks
Tracking and Modelling People
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POM: Occupancy map estimation for people detection
KSP: Multiple Object Tracker Using K-Shortest Paths
Multi-View Stereo
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Efficient Large Scale Multi-View Stereo for Ultra High Resolution Image Sets
EPnP: Efficient Perspective-n-Point Camera Pose Estimation
Emvisi2: A background subtraction algorithm, robust to sudden light changes
Data
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SportCenter Dataset
Tree Structure Reconstruction
Multi-view evaluation
Stereo face database
Multi-view stereo
Multi-camera pedestrians video
Multi-View Car Dataset
Deformable Surface Reconstruction
Local Keypoint and Optical Flow Evaluation
IXMAS Actions – New Views and Occlusions
Are Spatial and Global Constraints Really Necessary for Segmentation?
Electron Microscopy Dataset
Multi-view Multi-class Detection dataset
Robust 3D Tracking with Descriptor Fields
Polygonal Object Dataset
EPFL-RLC Multi-Camera Dataset
The WILDTRACK Seven-Camera HD Dataset
Ski-Pose PTZ-Camera Dataset
Texture-less Deformable Surfaces Dataset
Ski 2DPose Dataset
Road Anomaly
Stereo Dislocation dataset
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