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25 September 2003 Hierarchical direct appearance model for elastic labeled graph localization
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Proceedings Volume 5286, Third International Symposium on Multispectral Image Processing and Pattern Recognition; (2003) https://doi.org/10.1117/12.538839
Event: Third International Symposium on Multispectral Image Processing and Pattern Recognition, 2003, Beijing, China
Abstract
In this paper a new algorithm to locate the Elastic Labeled Graph is proposed for the face recognition approach based on Gabor wavelet jets. We extend Direct Appearance Model (DAM) to a hierarchical organization, which performs faster and more remote compared with the traditional graph localization method used in Elastic Bunch Graph Matching. A tracking recognition scheme is further discussed through employing the hierarchical DAM in a video sequence. Experimental results demonstrate the effectiveness of the method in locating and tracking the elastic graph.
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Gang Song, Haizhou Ai, and Guang-you Xu "Hierarchical direct appearance model for elastic labeled graph localization", Proc. SPIE 5286, Third International Symposium on Multispectral Image Processing and Pattern Recognition, (25 September 2003); https://doi.org/10.1117/12.538839
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