uiuc 的 Jia-Bin Huang收集，畢業於國立交通大學，之前拍過很多CVPR舉辦地科羅拉多州的照片，這裡大多為matlab code,

包括：

Feature Extraction：

• PCA-SIFT [2] [Project]
• Affine-SIFT [3] [Project]
• Affine Covariant Features [5] [Oxford project]
• Geometric Blur [7] [Code]
• Local Self-Similarity Descriptor [8] [Oxford implementation]
• Global and Efficient Self-Similarity [9] [
  Code]
• 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]
• OWT-UCM Hierarchical Segmentation [5] [Resources]
• 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 symmetric 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]
• 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]

具體程式碼可以點選連結。