Title :
Fusing color and edge information for object matching
Author :
Dubuisson, Marie-Pierre ; Jain, Anil K.
Author_Institution :
Dept. of Comput. Sci., Michigan State Univ., East Lansing, MI, USA
Abstract :
This paper illustrates the advantages of using multiple cues for object matching. Given two sets of people entering and leaving a room, the goal is to identify the matching pairs assuming that the viewing aspects of the people in the two scenes are similar. Color information or 2D shape information alone is not enough to find all the matching pairs, but all the matching pairs are correctly identified when both the features are combined
Keywords :
edge detection; image colour analysis; image matching; image segmentation; object recognition; sensor fusion; 2D shape information; color information; edge information; image acquisition; image segmentation; information fusion; matching pairs; multiple cues; object matching; object recognition; shape characteristics; viewing aspects; Computer science; Histograms; Image segmentation; Indexing; Layout; NP-complete problem; Neodymium; Object recognition; Shape; Voting;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413698
