Category-level detection and recognition of objects from still images

Ozge C. Ozcanli, Benjamin B. Kimia

 

 

The aim of this project is to detect and recognize generic categories of objects from still images.

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Publications:

 

O. C. Ozcanli, B. B. Kimia Generic Object Recognition via Shape Patch Fragments, BMVC 07, Warwick, UK, 2007. pdf,

BMVC 07 Presentation

 

 

 

 

 

Last updated Sep 16, 2007

ozge @ lems.brown.edu

 

 

 

horse

 

model

fragments

Match the model fragments to all query patches via edit distance algorithm of [Sebastian, Klein, Kimia, PAMI04].

 

Shock graph of the image

Shock patch fragments (partial segmentations of figure and ground)

Detect object

using top 3 matches of at least two model fragments

Edge detection and linking