Reproducible Research Communities
Biometrics
- Fingerprint enhancement and matching
- Daugman's iris recognition algorithm implementation
- Photorealistic models for pupil light reflex and iridal pattern deformation
- Gabor feature based sparse representation for face recognition GaborSparse code
- Robust sparse coding for face recognition RSC code
- Jialong He's speaker recognition (Identification) tool
- Unsupervised salience learning for person re-identification
- Pose-free facial landmark fitting via optimized part mixtures and deformable shape model
- Robust sparse coding for face cecognition Face Cecognition Code
- Sparse representation or collaborative representation: Which helps face recognition ? SRCR code
Video coding
- MPEG-1/2 reference software
- H.263/H.263+ reference software
- MPEG4 reference software (MoMuSys version)
- H.264/AVC reference software
- 3D SPIHT video coding 3d SPHIT Code
- DISCOVER video codec for DVC
- HEVC (H.265) Refence model in development
Links to other communities' reproducible research effort
- Geostatistics toolbox mgstat DACE
- Error correcting codes
- Face recognition software at face-rec.org
- Computer graphics graphics papers on the web
- Computer vision CV papers on the web
- Machine learning
- Google sites on compressed sensing
- Google sites on matrix factorization
- DMOZ open directory project
- MATLAB toolbox collection at Plymouth
- Neurophysiological data analysis
- VLFeat library for open-source CV
- Algorithms and source code for quality & technology
- Video-based human action detection resources
- Data compression resources
- Deep learning (including DBM and RBM)
- Computational topology
- Open remote sensing website
Links to reproducible books/journals/tutorials
- Image Processing Online
- Gradient domain manipulation techniques in vision and graphics
- Statistical and structural recognition of human cctions
- Distance functions and metric learning
- Feature learning for image classification
- Recognizing and learning object categories
- Physics-based human motion modelling for people tracking
- 3d shape reconstruction from photographs: A multi-view stereo approach
- Deblurring images: Matrices, spectra, and filtering
- Natural image statistics
- Spikes, decisions & actions
- Multiple view geometry in computer vision
- Collective animal behavior
- Signal processing techniques for spike train analysis using MATLAB
- Image processing online (many excellent c-coded source codes)
Miscellaneous
- Simple model of spiking neurons spike train analysis
- Visual pattern recognition by moment invariants Visual Pattern Recognition Code
- Direct LS-based ellipsis fitting Direct LS-based Ellipsis Fitting Code
- DACE: a MATLAB Kriging Toolbox
- Inference package for undirected graphical models
- Kernel Smoothing Toolbox
- CMU statistics library collections
- Rice DSP software release
- Complex Network Toolbox
- DistLearnKit: a MATLAB toolkit for distance metric learning
- Subspace segmentation source code distribution
- Multiview geometry and 3D reconstruction
- A probabilistic image jigsaw puzzle solver
- Non-iterative approach for fast and accurate vanishing point detection Vanishing Point Detection Code
- Affine registration of 2d point sets
- Rotation invariant nonrigid point set matching in cluttered scenes Rotation invariant Code
- Tensor Product model transformation (for control design)
- N-way Toolbox (more versatile than the above one but slower)
- Simple formulas for quasiconformal plane deformations
- An analytic model for full spectral sky-dome radiance
- Implementation of a low-depth of field picture classifier
- Decoding, calibration and rectification for lenselet-based cameras