Boosting local descriptors for matching composite and digital face images

2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings

Volumn , Issue , 2013, Pages 2797-2801

  Mittal, Paritosh ^a   Jain, Aishwarya ^a   Singh, Richa ^a   Vatsa, Mayank ^a  

^a INDRAPRASTHA INSTITUTE OF INFORMATION TECHNOLOGY   (India)

Author keywords

composite faces; daisy descriptor; Sketch recognition

Indexed keywords

INFORMATION USE;

COMMERCIAL SYSTEMS; COMPOSITE FACE IMAGES; COMPOSITE FACES; DAISY DESCRIPTOR; FACE RECOGNITION ALGORITHMS; LOCAL INFORMATION; SKETCH RECOGNITION; STATE-OF-THE-ART ALGORITHMS;

FACE RECOGNITION;

EID: 84897756052     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2013.6738576     Document Type: Conference Paper

References (13)

1. X. Wang and X. Tang, "Face photo-sketch synthesis and recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, no. 11, pp. 1955-1967, 2009.
2. B.F. Klare, Z. Li, and A.K. Jain, "Matching forensic sketches to mug shot photos," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 3, pp. 639-646, 2011.
3. H.S. Bhatt, S. Bharadwaj, R. Singh, and M. Vatsa, "Memetically optimized mcwld for matching sketches with digital face images," IEEE Transactions on Information Forensics and Security, vol. 7, no. 5, pp. 1522-1535, 2012.
4. H. Han, B.F. Klare, K. Bonnen, and A.K. Jain, "Matching composite sketches to face photos:a componentbased approach," IEEE Transactions on Information Forensics and Security, vol. 8, no. 1, pp. 191-204, 2013.
5. P. Viola and M.J. Jones, "Robust real-time face detection," International Journal of Computer Vision, vol. 57, no. 2, pp. 137-154, 2004.
6. H.S. Bhatt, S. Bharadwaj, R. Singh, and M. Vatsa, "On matching sketches with digital face images," in Proceedings of International Conference on Biometrics: Theory, Applications and Systems, 2010.
7. A. Bosch, A. Zisserman, and X. Munoz, "Representing shape with a spatial pyramid kernel," in Proceedings of the International Conference on Image and Video Retrieval, 2007, pp. 401-408.
8. E. Tola, V. Lepetit, and P. Fua, "Daisy: An efficient dense descriptor applied to wide-baseline stereo," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, no. 5, pp. 815-830, 2010.
9. L. Wolf and I. Martin, "Robust boosting for learning from few examples," in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005, vol. 1, pp. 359-364.
10. A.R. Martinez and R. Benavente, "The AR face database," Tech. Rep., 1998, Computer Vision Center, Technical Report.
11. "Faces 4.0, iq biometrix," http://www.iqbiometrix.com, 2011.
12. "Identi-kit, identi-kit solutions," http://www.identikit.net/, 2011.
13. J. Friedman, T. Hastie, and R. Tibshirani, "Additive logistic regression: A statistical view of boosting," The Annals of Statistics, vol. 38, no. 2, pp. 337-374, 2000.