Data-driven facial animation via semi-supervised local patch alignment
文献类型：期刊论文
| 作者 | Zhang, Jian; Yu, Jun; You, Jane; Tao, Dapeng; Li, Na; Cheng, Jun |
| 刊名 | PATTERN RECOGNITION
 |
| 出版日期 | 2016 |
| 英文摘要 | This paper reports a novel data-driven facial animation technique which drives a neutral source face to get the expressive target face using a semi-supervised local patch alignment framework. We define the localpatch and assume that there exists a linear transformation between a patch of the target face and the intrinsic embedding of the corresponding patch of the source face. Based on this assumption, we compute the intrinsic embeddings of source patches and align these embeddings to form the result. During the course of alignment, we use a set of motion data as shape regularizer to impel the result to approach the unknown target face. The intrinsic embedding can be computed through both locally linear embedding andlocal tangent space alignment. Experimental results indicate that the proposed framework can obtain decent face driving results. Quantitative and qualitative evaluations of the proposed framework demonstrate its superiority to existing methods. |
| 收录类别 | SCI |
| 原文出处 | http://www.sciencedirect.com/science/article/pii/S0031320316000923 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/9914]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | PATTERN RECOGNITION |
| 推荐引用方式 GB/T 7714 | Zhang, Jian,Yu, Jun,You, Jane,et al. Data-driven facial animation via semi-supervised local patch alignment[J]. PATTERN RECOGNITION,2016. |
| APA | Zhang, Jian,Yu, Jun,You, Jane,Tao, Dapeng,Li, Na,&Cheng, Jun.(2016).Data-driven facial animation via semi-supervised local patch alignment.PATTERN RECOGNITION. |
| MLA | Zhang, Jian,et al."Data-driven facial animation via semi-supervised local patch alignment".PATTERN RECOGNITION (2016). |
入库方式： OAI收割
来源：深圳先进技术研究院
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