Constraint shape model using edge constraint and Gabor wavelet based search

	Constraint shape model using edge constraint and Gabor wavelet based search
	Zhang, BC ; Gao, W ; Shan, SG ; Wang, W
	2003
发表期刊	AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
ISSN	0302-9743
卷号	2688 页码:52-61
摘要	Constraint Shape Model is proposed to extract facial feature using two different search methods for contour points and control points individually. In the proposed algorithm, salient facial features, such as the eyes and the mouth, are first localized and utilized to initialize the shape model and provide region constraints on iterative shape searching. For the landmarks on the face contour, the edge intensity is exploited to construct better local texture matching models. Moreover, for control points, the proposed Gabor wavelet based method is used to search it by multi-frequency strategy. To test the proposed approaches, on a database containing 500 labeled face images, experiments arc conducted, which shows that the proposed method performs significantly better in terms of a deliberate performance evaluation method. The proposed method can be easily used to other texture objects, which is robust to variations in illumination and facial expression.
关键词	shape model Gabor wavelet facial feature extraction
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Imaging Science & Photographic Technology
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS记录号	WOS:000184940200007
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：4[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/13650
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, BC
作者单位	1.Harbin Inst Technol, Coll Comp, Harbin 150001, Peoples R China 2.CAS, Inst Comp Technol, YCNC, FRJDL, Beijing 100080, Peoples R China 3.Beijing Polytech Univ, Coll Comp Sci, Beijing 100022, Peoples R China
推荐引用方式 GB/T 7714	Zhang, BC,Gao, W,Shan, SG,et al. Constraint shape model using edge constraint and Gabor wavelet based search[J]. AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2003,2688:52-61.
APA	Zhang, BC,Gao, W,Shan, SG,&Wang, W.(2003).Constraint shape model using edge constraint and Gabor wavelet based search.AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS,2688,52-61.
MLA	Zhang, BC,et al."Constraint shape model using edge constraint and Gabor wavelet based search".AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS 2688(2003):52-61.