Title :
A partial shape matching using wedge wave feature extraction
Author :
Mori, Koichi ; Ohira, Masakazu ; Obata, Motoko ; Wada, Koichi ; Toraichi, Kazuo
Author_Institution :
Inst. of Inf. Sci. & Electron., Tsukuba Univ., Ibaraki, Japan
Abstract :
We introduce wedge wave feature extraction for partial shape matching, which is an essential process for image retrieval and computer vision. Using wedge wave feature extraction and applying extended dynamic programming (DP) matching, our matching method can recognize partial similarity that is location-free, size-flee, orientation-free and noise tolerant. The basic idea of our matching method is classifying the convexity of the shape´s contour with a wedge wave, the base of convexity, and detecting the correspondences of convexities between two shapes by extended DP matching, which detects one-to-zero correspondence as well as one-to-one correspondence
Keywords :
computer vision; dynamic programming; feature extraction; image classification; image matching; computer vision; convexity classification; convexity correspondences; extended dynamic programming; image retrieval; matching method; partial shape matching; partial similarity recognition; shape contour; wedge wave feature extraction; Computer vision; Feature extraction; Humans; Image retrieval; Image segmentation; Information processing; Information retrieval; Noise shaping; Sections; Shape;
Conference_Titel :
Communications, Computers and Signal Processing, 1997. 10 Years PACRIM 1987-1997 - Networking the Pacific Rim. 1997 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-3905-3
DOI :
10.1109/PACRIM.1997.620389