CUHK Face Sketch FERET Database (CUFSF)
Multimedia
Lab
The Chinese University of Hong Kong
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
Downloads
- 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.)
- Please download the original
sketches, fiducial
points of
sketches, and cropped
sketches.
References
If you use the CUFSF database, 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, no. 11, pages 1955-1967, 2009.
- W. 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
- W. 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]
- W. 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]
- X. 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]
- Q. 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]
- X. 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]
- X. Tang and X. Wang. Face Sketch Synthesis and Recognition. Proceedings
of IEEE International Conference on Computer
Vision (ICCV),
2003. [pdf]
[Google
Scholar]
- X. Tang and X. Wang. Face Photo Recognition Using Sketch. Proceedings
of IEEE International Conference on Image
Processing (ICIP), 2002. [pdf]
[Google
Scholar]
- P. J. 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.
Last update: Mar., 2011