VLFeat.org

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  • Using from MATLAB
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  • Local feature frames
  • Covariant feature detectors
  • HOG features
  • SIFT detector and descriptor
  • Dense SIFT
  • LIOP local descriptor
  • MSER feature detector
  • Distance transform
  • Fisher Vector and VLAD
  • Gaussian Mixture Models
  • K-means clustering
  • Agglomerative Infromation Bottleneck
  • Quick shift superpixels
  • SLIC superpixels
  • Support Vector Machines (SVMs)
  • KD-trees and forests
  • Plotting AP and ROC curves
  • Miscellaneous utilities
  • Integer K-means
  • Hierarchical integer k-means
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