Jia-bin Huang collection of children's shoes. This shoes graduated from the National Jiao Tong University and has previously taken many photos of the cvpr venue in Colorado. Most of them are Matlab code,
Link: https://netfiles.uiuc.edu/jbhuang1/www/resources/vision/index.html
Including:
Feature Extraction:
- Sift [1] [demo program] [Sift
Library] [vlfeat]
- PCA-SIFT [2] [project]
- Affine-sift [3] [project]
- Surf [4] [opensurf] [MATLAB
Wrapper]
- Affine covariant features [5] [Oxford project]
- Mser [6] [Oxford project] [vlfeat]
- Geometric Blur [7] [Code]
- Local self-similarity descriptor [8] [Oxford implementation]
- Global and efficient self-similarity [9] [Code]
- Histogram of Oriented graidents [10] [INRIA object localization toolkit] [OLT
Toolkit for Windows]
- GIST [11] [project]
- Shape context [12] [project]
- Color descriptor [13] [project]
- Pyramids of histograms of Oriented gradients [Code]
- Space-time interest points (STIP) [14] [Code]
- Boundary preserving dense local regions [15] [project]
Image segmentation:
- Normalized Cut [1] [Matlab code]
- Gerg Mori 'superpixel code [2] [Matlab code]
- Efficient graph-based image segmentation [3] [C ++ Code] [MATLAB
Wrapper]
- Mean-Shift Image Segmentation [4] [Edison C ++ Code] [MATLAB
Wrapper]
- OWT-UCM hierarchical segmentation [5] [resources]
- Turbepixels [6] [Matlab code 32bit] [MATLAB
Code 64bit] [updated code]
- Quick-shift [7] [vlfeat]
- SLIC superpixels [8] [project]
- Segmentation by minimum code length [9] [project]
- Biased Normalized Cut [10] [project]
- Segmentation tree [11-12] [project]
- Entropy Rate superpixel segmentation [13] [Code]
Object Detection:
- A simple object detector with boosting [project]
- INRIA object detection and localization toolkit [1] [project]
- Discriminatively trained deformable part models [2] [project]
- Cascade object detection with deformable part models [3] [project]
- Poselet [4] [project]
- Implicit shape model [5] [project]
- Viola and Jones's Face Detection [6] [project]
Saliency Detection
- Itti, Koch, and niebur 'saliency detection [1] [Matlab code]
- Frequency-tuned salient region detection [2] [project]
- Saliency detection using maximum specified Ric surround [3] [project]
- Attention via Information Maximization [4] [Matlab code]
- Context-aware saliency detection [5] [Matlab code]
- Graph-Based Visual saliency [6] [Matlab code]
- Saliency Detection: a spectral residual approach. [7] [Matlab code]
- Segmenting salient objects from images and videos. [8] [Matlab code]
- Saliency using natural statistics. [9] [Matlab code]
- Discriminant saliency for visual recognition from cluttered scenes. [10] [Code]
- Learning to predict where humans look [11] [project]
- Global contrast based salient region detection [12] [project]
Image Classification
- Pyramid match [1] [project]
- Spatial pyramid matching [2] [Code]
- Locality-Constrained Linear coding [3] [project] [MATLAB
Code]
- Sparse Coding [4] [project] [MATLAB
Code]
- Texture classification [5] [project]
- Multiple kernels for Image Classification [6] [project]
- Feature combination [7] [project]
- Superparsing [Code]
Image matting
- Closed Form matting [Code]
- Spectral matting [project]
- Learning-based matting [Code]
And so on ....
You can go to that URL to view it yourself ....
