Title :
Efficient retrieval of deformed and occluded shapes
Author :
Rao, Zusheng ; Petrakis, Euripides G M ; Milios, Evangelos
Author_Institution :
Dept. of Comput. Sci., York Univ., Toronto, Ont., Canada
Abstract :
We propose an approach for matching deformed and occluded shapes using dynamic programming. Our algorithms handle noise and shape distortions by allowing matching of merged sequences of consecutive small segments in a shape, with larger segments of another shape, while being invariant to translation, scale and orientation transformations of shapes. We illustrate the effectiveness of our algorithms in retrieval of shapes on two different two-dimensional datasets: one of static hand gesture shapes and another of marine life shapes
Keywords :
dynamic programming; image matching; image retrieval; image sequences; visual databases; 2D datasets; deformed shapes; dynamic programming; hand gesture recognition; image matching; image retrieval; image sequences; marine life shapes; occluded shapes; Computer science; Cost function; Dynamic programming; Image databases; Image segmentation; Information retrieval; Noise shaping; SQUIDs; Shape; Trademarks;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.902866