Lighting and Pose Robust Face Sketch...
Transcript of Lighting and Pose Robust Face Sketch...
![Page 1: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/1.jpg)
Lighting and Pose Robust
Face Sketch Synthesis
Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3
1Dept. of Information Engineering, The Chinese University of Hong Kong2Dept. of Electronic Engineering, The Chinese University of Hong Kong
3Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China
![Page 2: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/2.jpg)
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Training Set
CUHK Face Sketch Database
• 88 training persons
• Each person has
– a photo (normal lighting & frontal pose)
– a sketch drawn by an artist.
![Page 3: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/3.jpg)
Photo [1] with LR Our result Photo [1] with LR Our result
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Different Frontal Lighting
![Page 4: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/4.jpg)
Photo [1] with LR Our result Photo [1] with LR Our result
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Different Side Lighting
![Page 5: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/5.jpg)
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Different Pose
Photo [1] Our result Photo [1] Our result
![Page 6: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/6.jpg)
Photo [1] with LR Our result Photo [1] with LR Our result
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Webcam Data
![Page 7: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/7.jpg)
Photo [1] with LR Our result Photo [1] with LR Our result
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Web Celebrity Faces (1)
![Page 8: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/8.jpg)
Photo [1] with LR Our result Photo [1] with LR Our result
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Web Celebrity Faces (2)
![Page 9: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/9.jpg)
Photo [1] with LR Our result Photo [1] with LR Our result
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
Web Celebrity Faces (3)
![Page 10: Lighting and Pose Robust Face Sketch Synthesisstatfe.com/papers/eccv2010_face_sketch_ExpResult.pdfFace Sketch Synthesis Wei Zhang1, Xiaogang Wang2 and Xiaoou Tang1,3 1Dept. of Information](https://reader033.fdocuments.net/reader033/viewer/2022050202/5f56265ae911b64f8b622b6f/html5/thumbnails/10.jpg)
Wei Zhang, Xiaogang Wang and Xiaoou Tang. Lighting and Pose Robust Face Sketch Synthesis. ECCV 2010.
References
[1] Wang, X., Tang, X.: Face photo-sketch synthesis and recognition. IEEE Trans. PAMI 31, 1955–1967 (2009)
[2] Tang, X., Wang, X.: Face sketch synthesis and recognition. In: ICCV (2003)