香港中文大学人脸素描数据集CUFS
CUHK Face Sketch Database (CUFS)
它包括来自香港中文大学学生数据库的188张面孔，来自AR数据库的123张面孔、XM2VTS 数据库中的 295 个面总共有606张脸。
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CUHK Face Sketch database (CUFS) is for research on face sketch synthesis and face sketch recognition. It includes 188 faces from the Chinese University of Hong Kong (CUHK) student database, 123 faces from the AR database [1], and 295 faces from the XM2VTS database [2]. There are 606 faces in total. For each face, there is a sketch drawn by an artist based on a photo taken in a frontal pose, under normal lighting condition, and with a neutral expression.
\1. A. M. Martinez, and R. Benavente, “The AR Face Database,” CVC Technical Report #24, June 1998.
\2. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre, “XM2VTSDB: the Extended of M2VTS Database,” in Proceedings of International Conference on Audio- and Video-Based Person Authentication, pp. 72-77, 1999.
Examples
CUHK student data set
AR data set
XM2GTS data set
Downloads
\1. CUHK student data set (188 faces)
- Training (88 faces)
i. Sketches, cropped sketches, fiducial points of sketches
ii. Photos, cropped photos, fiducial points of photos
- Testing (100 faces)
i. Sketches, cropped sketches, fiducial points of sketches
ii. Photos, cropped photos, fiducial points of photos
\2. AR data set (123 faces)
Please download photos from http://cobweb.ecn.purdue.edu/~aleix/aleix_face_DB.html. Find the file names of photos used for drawing sketches here.
\3. XM2VTS data set (295 faces)
Please download photos from http://www.ee.surrey.ac.uk/CVSSP/xm2vtsdb/ (CDS001). Find the file names of photos used for drawing sketches here.
Reference
Please cite as:
- Wang and X. Tang, “Face Photo-Sketch Synthesis and Recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, 2009.
Literature
Papers reporting experimental results on this database
\1. X. Wang and X. Tang, “Face Photo-Sketch Synthesis and Recognition,” IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, 2009.
\2. Qingshan Liu, Xiaoou Tang, Hongliang Jin, Hanqing Lu, and Songde Ma, A Nonlinear Approach For Face Sketch Synthesis and Recognition, Int'l Conf. on Computer Vision and Pattern Recognition (CVPR), 2005.
\3. X. Tang, and X. Wang, “Face Sketch Recognition,” IEEE Transactions on Circuits and Systems for Video Technology (CSVT), Special Issue on Image- and Video- Based Biometrics, Vol. 14, No. 1, pp. 50-57, January, 2004.
\4. X. Tang, and X. Wang, “Face Sketch Synthesis and Recognition,” in Proceedings of IEEE International Conference on Computer Vision (ICCV), 2003.
\5. X. Tang, and X. Wang, “Face Photo Recognition Using Sketch,” in Proceedings of IEEE International Conference on Image Processing (ICIP), Vol. 1, pp. 257-260, Rochester, New York, Sept. 2002.