Computers do better than experts matching faces in a large population

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, ICCI 2010

Volumn , Issue , 2010, Pages 280-284

  Ding, Liu ^a   Shu, Chang ^a   Fang, Chi ^a   Ding, Xiaoqing ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Face verification; Human machine partnership; Performance evaluation of algorithm and human

Indexed keywords

CASCADE SYSTEMS; FACE IMAGES; FACE MATCHING; FACE RECOGNITION ALGORITHMS; FACE VERIFICATION; HUMAN-MACHINE; LARGE POPULATION; PERFORMANCE EVALUATION OF ALGORITHM AND HUMAN; REAL WORLD SITUATIONS; SECURITY APPLICATION;

ALGORITHMS; IMAGE MATCHING; INFORMATION SCIENCE;

FACE RECOGNITION;

EID: 78649891395     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COGINF.2010.5599727     Document Type: Conference Paper

References (10)

1. W. Zhao, R. Chellappa, P.J. Phillips, and A. Rosenfeld, "Face Recognition: A Literature Survey, " ACM Computing Surveys, vol. 35, pp. 399-459, December 2003.
2. X. Tan, S. Chen, Z.H. Zhou, and F. Y. Zhang, "Face recognition from a single image per person: A survey," Pattern Recognition, vol. 39, no. 9, pp. 1725-1745, September 2006. (Pubitemid 43867575)
3. P.J. Phillips, H. Moon, P. Rizvi, and P. Rauss, "The FERET Evaluation Method for Face Recognition Algorithms," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 10, pp. 1090-1104, October 2000.
4. D. Blackburn, J.M. Bone, and P.J. Phillips, "FRVT 2000 Evaluation Report," Technical Report, http://www.frvt.org,Februrary 2001.
5. P.J. Phillips et al., "FRVT 2002 Evaluation Report," Technical Report NISTIR 6965, http://www.frvt.org, March 2003.
6. P. J. Phillips et al., "FRVT 2006 and ICE 2006 Large-Scale Results," Technical Report NISTIR 7408, http://www.frvt.org, March 2007.
7. A. J. O'Toole et al., "Face Recognition Algorithms Surpass Humans Matching Faces over Changes in Illumination," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 11, pp. 1642-1646, September 2007.
8. P. Sinha, B. Balas, Y. Ostrovsky, and R. Russell, "Face Recognition by Humans: Nineteen Results All Computer Vision Researchers Should Know About," Proceedings of IEEE, vol. 94, no. 11, pp. 1948-1962, November 2006, pp. 271-350.
9. A.J. O'Toole, F. Jiang, D. Roark, and H. Abdi, "Predicting Human Performance for Face Recognition," in Face Processing: Advanced Methods and Models, W. Y. Zhao and R. Chellappa, Eds., New York : Academic, 2006, pp. 293-319.
10. A. J. O'Toole, HervéAbdi, F. Jiang, and P. J. Phillips, "Fusing Face- Verification Algorithms and Humans," IEEE Trans. System, Man and Cybernetics, Part B, vol. 37, no. 5, pp. 1149-1155, October 2007.