Difference between revisions of "Object Recognition"

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** Contour fragment-based SPCF (Sampled Points from Contour Fragments) features
 
** Contour fragment-based SPCF (Sampled Points from Contour Fragments) features
 
** Rotation-invariant shape contexts with geometric blur
 
** Rotation-invariant shape contexts with geometric blur
::[[File:cate_pairwise.png|500px]]
 
  
 
* Spectral Matching
 
* Spectral Matching
 
** Pairwise geometric descriptors between features
 
** Pairwise geometric descriptors between features
 +
::[[File:cate_pairwise.png|500px]]
  
 
* Object Localization
 
* Object Localization

Revision as of 18:16, 17 June 2016

Object Categorization

  • Affine Category Shape Model
    • Contour fragment-based SPCF (Sampled Points from Contour Fragments) features
    • Rotation-invariant shape contexts with geometric blur
  • Spectral Matching
    • Pairwise geometric descriptors between features
Cate pairwise.png
  • Object Localization
    • RANSAC-based outlier removal
Cate overview.png


Object Identification

  • Shape-Based Feature Point Extraction
    • Contour Fragment-based SPCF (Sampled Points from Contour Fragments) features
  • Descriptor Computation in Bisected Local Regions
    • Rotation-invariant shape contexts with geometric blur
    • Color histogram in the opponent color space
Iden blr.png
  • Spectral Matching
    • Pairwise geometric descriptors between features
  • Object Localization
    • RANSAC-based outlier removal