Constraint shape model using edge constraint and Gabor wavelet based search
文献类型：期刊论文
| 作者 | Zhang, BC; Gao, W; Shan, SG; Wang, W |
| 刊名 | AUDIO-AND VIDEO-BASED BIOMETRIC PERSON AUTHENTICATION, PROCEEDINGS
 |
| 出版日期 | 2003 |
| 卷号 | 2688页码:52-61 |
| 关键词 | shape model Gabor wavelet facial feature extraction |
| ISSN号 | 0302-9743 |
| 英文摘要 | 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. |
| WOS研究方向 | Computer Science ; Imaging Science & Photographic Technology |
| 语种 | 英语 |
| WOS记录号 | WOS:000184940200007 |
| 出版者 | SPRINGER-VERLAG BERLIN |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/13649]  |
| 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.Beijing Polytech Univ, Coll Comp Sci, Beijing 100022, Peoples R China 2.Harbin Inst Technol, Coll Comp, Harbin 150001, Peoples R China 3.CAS, Inst Comp Technol, YCNC, FRJDL, Beijing 100080, 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. |
入库方式： OAI收割
来源：计算技术研究所
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