Face Sketch Landmarks Localization in the Wild
文献类型：期刊论文
| 作者 | Yang Heng; Zou Changqing; Patras Ioannis |
| 刊名 | IEEE SIGNAL PROCESSING LETTERS
 |
| 出版日期 | 2014 |
| 英文摘要 | In this letter, we propose a method for facial landmarks localization in face sketch images. As recent approaches and the corresponding datasets are designed for ordinary face photos, the performance of such models drop significantly when they are applied on face sketch images. We first propose a scheme to synthesize face sketches from face photos based on random-forests edge detection and local face region enhancement. Then we jointly train a Cascaded Pose Regression based method for facial landmarks localization for both face photos and sketches. We build an evaluation dataset, called Face Sketches in the Wild (FSW), with 450 face sketch images collected from the Internet and with the manual annotation of 68 facial landmark locations on each face sketch. The proposed multi-modality facial landmark localization method shows competitive performance on both face sketch images (the FSW dataset) and face photo images (the Labeled Face Parts in the Wild dataset), despite the fact that we do not use extra annotation of face sketches for model building. |
| 收录类别 | SCI |
| 原文出处 | http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6844836 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/5347]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 作者单位 | IEEE SIGNAL PROCESSING LETTERS |
| 推荐引用方式 GB/T 7714 | Yang Heng,Zou Changqing,Patras Ioannis. Face Sketch Landmarks Localization in the Wild[J]. IEEE SIGNAL PROCESSING LETTERS,2014. |
| APA | Yang Heng,Zou Changqing,&Patras Ioannis.(2014).Face Sketch Landmarks Localization in the Wild.IEEE SIGNAL PROCESSING LETTERS. |
| MLA | Yang Heng,et al."Face Sketch Landmarks Localization in the Wild".IEEE SIGNAL PROCESSING LETTERS (2014). |
入库方式： OAI收割
来源：深圳先进技术研究院
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