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香港中文大学人脸素描数据集CUFSF

CUHK Face Sketch Database (CUFSF)

香港中文大学 CUFSF 人脸 人脸素描 人脸识别 人像识别 物体检测

香港中文大学人脸素描FERET数据库(CUFSF)用于人脸素描合成和人脸素描识别的研究。它包括来自FERET数据库的1194人。

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数据集市
2020年10月31日

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数据介绍

Description

CUHK Face Sketch FERET Database (CUFSF) is for research on face sketch synthesis and face sketch recognition. It includes 1,194 persons from the FERET database [8]. For each person, there are a face photo with lighting variation and a sketch with shape exaggeration drawn by an artist when viewing this photo.

You may also have interests in the CUHK Face Sketch Database (CUFS) [3], which we published for research on face sketch synthesis and recognition before.

Examples

Photo Sketch Photo Sketch Photo Sketch
Photo Sketch Photo Sketch Photo Sketch

Downloads

  1. Please download photos from the FERET homepage. Find the file names of photos used for drawing sketches here. Fiducial points of photos. (Note that these points are labeled on photos of size 768x712. Before use the points, the original FERET photos should be resized to 768x512, and padded with 100 pixels in the left and right.)
  2. Please download the original sketches, fiducial points of sketches, and cropped sketches.

References

If you use the CUFSF database, please cite as:

    1. Wang and X. Tang. Face Photo-Sketch Synthesis and Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 31, no. 11, pages 1955-1967, 2009.
    1. Zhang, X. Wang and X. Tang. Coupled Information-Theoretic Encoding for Face Photo-Sketch Recognition. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.

Literature

    1. Zhang, X. Wang and X. Tang. Coupled Information-Theoretic Encoding for Face Photo-Sketch Recognition. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2011. [pdf] [Google Scholar]
    1. Zhang, X. Wang and X. Tang. Lighting and Pose Robust Face Sketch Synthesis. Proceedings of European Conference on Computer Vision (ECCV), 2010. [pdf] [Google Scholar]
    1. Wang and X. Tang. Face Photo-Sketch Synthesis and Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 31, no. 11, pages 1955-1967, 2009. [pdf] [Google Scholar]
    1. Liu, X. Tang, H. Jin, H. Lu, S. Ma. A Nonlinear Approach for Face Sketch Synthesis and Recognition. Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2005. [pdf] [Google Scholar]
    1. Tang and X. Wang. Face Sketch Recognition. IEEE Transactions on Circuits and Systems for Video Technology (CSVT), vol. 14, no. 1, pages 50-57, 2004. [pdf] [Google Scholar]
    1. Tang and X. Wang. Face Sketch Synthesis and Recognition. Proceedings of IEEE International Conference on Computer Vision (ICCV), 2003. [pdf] [Google Scholar]
    1. Tang and X. Wang. Face Photo Recognition Using Sketch. Proceedings of IEEE International Conference on Image Processing (ICIP), 2002. [pdf] [Google Scholar]
      1. Phillips, H. Moon, P. J. Rauss, and S. Rizvi. The FERET evaluation methodology for face recognition algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 22, no. 10, pages 1090-1104, 2000.
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