DocumentCode
2384190
Title
Efficient local reflectional symmetries detection
Author
Yuan, Tianqiang ; Tang, Xiaoou
Author_Institution
Dept. of Inf. Eng., Chinese Univ. of Hong Kong, China
Volume
3
fYear
2005
fDate
11-14 Sept. 2005
Abstract
In this paper, we present a novel framework for efficient multiple reflectional symmetric regions detection in real images. First, we present a fast operator to measure the symmetry. Then based on the extracted edge image, the dilation and erosion operations are applied for potential regions. Finally, the symmetry axes are derived based on weighted principle component analysis (PCA). The experiments based on the proposed algorithm show encouraging results on real images even with small size local symmetric regions and complex backgrounds.
Keywords
edge detection; principal component analysis; PCA; dilation operations; edge image extraction; erosion operations; local reflectional symmetries detection; symmetry measurement; weighted principle component analysis; Computer vision; Data mining; Distortion measurement; Face detection; Genetic algorithms; Histograms; Image edge detection; Object detection; Principal component analysis; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530608
Filename
1530608
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