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香港中文大学人脸素描数据集CUFS

香港中文大学人脸素描数据集CUFS

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Face Classification

香港中文大学人脸素描数据库(CUFS)是用于研究人脸素描合成和人脸素描识别。它包括香港中文大学(CUHK)学生数据库中的188张脸......

数据结构 ? 55.71M

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。

    README.md

    香港中文大学人脸素描数据库(CUFS)是用于研究人脸素描合成和人脸素描识别。它包括香港中文大学(CUHK)学生数据库中的188张脸,AR数据库中的123张脸[1],以及XM2VTS数据库中的295张脸[2]。总共有606张脸。每张脸都有一张由艺术家根据正面姿势、正常照明条件和中性表情拍摄的照片绘制的素描。

    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

    imgimg imgimg imgimg

    imgimg imgimg imgimg

    AR data set

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    XM2GTS data set

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    Contents

    1.    CUHK student data set (188 faces)

    1. Training (88 faces)

    ? i.   Sketches, cropped sketches, fiducial points of sketches

    ? ii.   Photos, cropped photos, fiducial points of photos

    1. 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)

    1. Sketches, cropped sketches, fiducial points of sketches

    2. 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. Fiducial points of photos

    3.    XM2VTS data set (295 faces)

    1. Sketches, cropped sketches, fiducial points of sketches

    2. Please download photos from http://www.ee.surrey.ac.uk/CVSSP/xm2vtsdb/ (CDS001). Find the file names of photos used for drawing sketches here.

    3. Fiducial points of photos

    Reference

    Please cite as:X. 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.


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