WIDER FACE: A face detection benchmark

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2016-December, Issue , 2016, Pages 5525-5533

  Yang, Shuo ^a   Luo, Ping ^a,b   Loy, Chen Change ^a,b   Tang, Xiaoou ^a,b  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^b SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; COMPUTER VISION;

BENCHMARK DATASETS; BOUNDING BOX; DETECTION PERFORMANCE; DETECTION SYSTEM; REAL-WORLD; STATE-OF-THE-ART PERFORMANCE; VISION COMMUNITIES;

FACE RECOGNITION;

EID: 85009881905     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2016.596     Document Type: Conference Paper

References (31)

1. P. Arbelaez, J. Pont-Tuset, J. Barron, F. Marques, and J. Malik. Multiscale combinatorial grouping. In CVPR, 2014.
2. D. Chen, S. Ren, Y. Wei, X. Cao, and J. Sun. Joint cascade face detection and alignment. In ECCV. 2014.
3. P. Dollar, Z. Tu, P. Perona, and S. Belongie. Integral channel features. In BMVC, 2009.
4. P. Dollar, C. Wojek, B. Schiele, and P. Perona. Pedestrian detection: A benchmark. In CVPR, 2009.
5. M. Everingham, L. Van Gool, C. K. I. Williams, J. Winn, and A. Zisserman. The Pascal visual object classes VOC challenge. IJCV, 2010.
6. S. S. Farfade, M. Saberian, and L. Li. Multi-view face detection using deep convolutional neural networks. In ICMR, 2015.
7. P. Felzenszwalb, R. Girshick, D. McAllester, and D. Ramanan. Object detection with discriminatively trained partbased models. TPAMI, 2010.
8. A. Geiger, P. Lenz, and R. Urtasun. Are we ready for autonomous driving the KITTI vision benchmark suite. In CVPR, 2012.
9. J. Hosang, R. Benenson, and B. Schiele. How good are detection proposals, really In BMVC, 2014.
10. C. Huang, H. Ai, Y. Li, and S. Lao. High-performance rotation invariant multiview face detection. TPAMI, 2007.
11. V. Jain and E. Learned-Miller. FDDB: A benchmark for face detection in unconstrained settings. Technical report, University of Massachusetts, Amherst, 2010.
12. B. F. Klare, B. Klein, E. Taborsky, A. Blanton, J. Cheney, K. Allen, P. Grother, A. Mah, M. Burge, and A. K. Jain. Pushing the frontiers of unconstrained face detection and recognition: IARPA janus benchmark A. In CVPR, 2015.
13. M. Koestinger, P. Wohlhart, P. M. Roth, and H. Bischof. Annotated facial landmarks in the wild: A large-scale, realworld database for facial landmark localization. In First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies, 2011.
14. H. Li, Z. Lin, X. Shen, J. Brandt, and G. Hua. A convolutional neural network cascade for face detection. In CVPR, 2015.
15. J. Li and Y. Zhang. Learning SURF cascade for fast and accurate object detection. In CVPR, 2013.
16. S. Liao, A. K. Jain, and S. Z. Li. A fast and accurate unconstrained face detector. TPAMI, 2015.
17. M. Mathias, R. Benenson, M. Pedersoli, and L. Van Gool. Face detection without bells and whistles. In ECCV. 2014.
18. M. Naphade, J. Smith, J. Tesic, S.-F. Chang, W. Hsu, L. Kennedy, A. Hauptmann, and J. Curtis. Large-scale concept ontology for multimedia. MultiMedia, 2006.
19. R. Ranjan, V. M. Patel, and R. Chellappa. A deep pyramid deformable part model for face detection. CoRR, 2015.
20. J. R. Uijlings, K. E. van de Sande, T. Gevers, and A. W. Smeulders. Selective search for object recognition. IJCV, 2013.
21. P. Viola and M. J. Jones. Robust real-time face detection. IJCV, 2004.
22. Y. Xiong, K. Zhu, D. Lin, and X. Tang. Recognize complex events from static images by fusing deep channels. In CVPR, 2015.
23. J. Yan, X. Zhang, Z. Lei, and S. Z. Li. Face detection by structural models. IVC, 2014.
24. B. Yang, J. Yan, Z. Lei, and S. Z. Li. Aggregate channel features for multi-view face detection. CoRR, 2014.
25. B. Yang, J. Yan, Z. Lei, and S. Z. Li. Convolutional channel features. In ICCV, 2015.
26. B. Yang, J. Yan, Z. Lei, and S. Z. Li. Fine-grained evaluation on face detection in the wild. In FG, 2015.
27. M.-H. Yang, D. Kriegman, and N. Ahuja. Detecting faces in images: A survey. TPAMI, 2002.
28. S. Yang, P. Luo, C. C. Loy, and X. Tang. From facial parts responses to face detection: A deep learning approach. In ICCV, 2015.
29. C. Zhang and Z. Zhang. A survey of recent advances in face detection. Technical report, Tech. rep., Microsoft Research, 2010.
30. X. Zhu and D. Ramanan. Face detection, pose estimation, and landmark localization in the wild. In CVPR, 2012.
31. C. Zitnick and P. Dollár. Edge boxes: Locating object proposals from edges. In ECCV, 2014.