计算机视觉代码合集UIUC-Jia-Bin Huang收集 zz

Jia-Bin Huang童鞋收集,此童鞋毕业于国立交通大学,之前拍过很多CVPR举办地科罗拉多州的照片,这里大多为matlab code,

link: https://netfiles.uiuc.edu/jbhuang1/www/resources/vision/index.html

包括:

Feature Extraction:

Image Segmentation:

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

Image Matting

  • Closed Form Matting [Code]
  • Spectral Matting [Project]
  • Learning-based Matting [Code]

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