Super-resolution in Tensor Space and Active Appearance Model Based Simulation of Adult Aging Effects on Face Images
文献类型：会议论文
| 作者 | Weixin Li; Zhaoxiang Zhang ; Yunhong Wang; Rixio Morales
|
| 出版日期 | 2010-10-21 |
| 会议日期 | 21-23 October 2010 |
| 会议地点 | Chongqing, China |
| 关键词 | Aging Face Shape Simulation Pixel Training Image Resolution |
| 英文摘要 | The applications of the simulation of adult aging effects are widespread nowadays whereas the difficulties in certain aspects restrict its development. In this paper, a method for simulating adult face aging effects is proposed. We adopt and extend an aging simulation method based on the super-resolution in tensor space. By means of the active appearance model, the differences among the locations and the shapes of the facial components are eliminated, with the background pixels wiped out before the aging simulation process. Texture variations and slight shape changes during aging process are added to the test image using super-resolution method while considerable shape changes are calculated separately based on AAM. The results of the simulation of aging effects in our method are evaluated by comparisons to the original images of the same individuals in the same age group and to the results obtained using the method we make improvements on. |
| 会议录 | CCPR 2010
 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/13297]  |
| 专题 | 自动化研究所_智能感知与计算研究中心 |
| 通讯作者 | Zhaoxiang Zhang |
| 推荐引用方式 GB/T 7714 | Weixin Li,Zhaoxiang Zhang,Yunhong Wang,et al. Super-resolution in Tensor Space and Active Appearance Model Based Simulation of Adult Aging Effects on Face Images[C]. 见:. Chongqing, China. 21-23 October 2010. |
入库方式： OAI收割
来源：自动化研究所
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