Application of Facial Feature Localization Using Constrained Local Models in Template-Based Caricature Synthesis
文献类型：会议论文
| 作者 | Zhang YH (张耀辉)
|
| 出版日期 | 2011-03-14 |
| 会议名称 | 2nd International Congress on Image and Signal Processing |
| 会议日期 | 2009-10-17 |
| 会议地点 | Tianjin, PEOPLES R CHINA, |
| 关键词 | constrained local models convex quadratic fitting template-based caricature synthesis chinese physiognomy |
| 通讯作者 | Wei L (魏磊) |
| 英文摘要 | A three-step method for quasi-frontal face caricature generation is presented in the paper. First a CLM (Constrained Local Models) and CQF (Convex Quadratic Fitting) based face alignment approach is utilized to obtain initial locations of key facial features. Then facial components (eyebrow, eye, nose and mouth) are classified respectively into different categories defined by configuration and appearance in consistent with Chinese-Physiognomy. The mapping relationship between feature attributes and corresponding categories is learnt from a pre-classified training set using the decision tree classification algorithm. Finally, separate facial feature cartoon templates are selected according to the classification results and then assembled to form an expressive caricature. Experimental results prove that the presented method is practical and robust for face caricature generation applications. |
| 收录类别 | CPCI（ISTP） ; EI |
| 合作状况 | 其它 |
| 语种 | 英语 |
| 源URL | [http://58.210.77.100/handle/332007/374]  |
| 专题 | 苏州纳米技术与纳米仿生研究所_系统集成与IC设计部_张耀辉团队 |
| 推荐引用方式 GB/T 7714 | Zhang YH . Application of Facial Feature Localization Using Constrained Local Models in Template-Based Caricature Synthesis[C]. 见:2nd International Congress on Image and Signal Processing. Tianjin, PEOPLES R CHINA,. 2009-10-17. |
入库方式： OAI收割
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