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Machine Learning (ML)
Computer vision
Signal & image processing
Artificial Intelligence (AI)
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Imaging and vision
Boxing-Multiview-Interaction-Dataset
WIP
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
Back: Garment Simulation
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
All Publications
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
Back: Deformable Surface Modeling
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
Back: Tracking and Modelling People
POM: Occupancy map estimation for people detection
KSP: Multiple Object Tracker Using K-Shortest Paths
Multi-View Stereo
Back: Multi-View Stereo
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
Back: Data
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
Soldiers Tracking
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