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Face alignment using texture-constrained active shape models
Yan, SC ; Liu, C ; Li, SZ ; Zhang, HJ ; Shum, HY ; Cheng, QS
2003
关键词shape localization statistical shape model statistical texture model texture-constrained shape model
英文摘要In this paper, we propose a texture-constrained active shape model (TC-ASM) to localize a face in an image. TC-ASM effectively incorporates not only the shape prior and local appearance around each landmark, but also the global texture constraint over the shape. Therefore, it performs stable to initialization, accurate in shape localization and robust to illumination variation, with low computational cost. Extensive experiments are provided to demonstrate our algorithm. (C) 2002 Elsevier Science B.V. All rights reserved.; Computer Science, Artificial Intelligence; Computer Science, Software Engineering; Computer Science, Theory & Methods; Engineering, Electrical & Electronic; Optics; SCI(E); EI; CPCI-S(ISTP); 0
语种英语
出处SCI ; EI
内容类型其他
源URL[http://hdl.handle.net/20.500.11897/158031]  
专题数学科学学院
推荐引用方式
GB/T 7714
Yan, SC,Liu, C,Li, SZ,et al. Face alignment using texture-constrained active shape models. 2003-01-01.
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