Sketch based face recognition: Forensic vs. composite sketches

Proceedings - 2013 International Conference on Biometrics, ICB 2013

Volumn , Issue , 2013, Pages

  Klum, Scott ^a   Han, Hu ^a   Jain, Anil K ^a   Klare, Brendan ^b  

^a Michigan State University   (United States)

^b NOBLIS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; FACE RECOGNITION; INFORMATION FILTERING; LAW ENFORCEMENT;

COMPONENT BASED; CRIMINAL ACTIVITIES; DEMOGRAPHIC INFORMATION; FACE REPRESENTATIONS; FORENSIC INVESTIGATION; FORENSIC SKETCHES; LAW-ENFORCEMENT AGENCIES; PUBLIC PLACES;

DRAWING (GRAPHICS);

EID: 84887436588     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICB.2013.6612993     Document Type: Conference Paper

References (29)

1. FACES 4.0, IQ Biometrics, http://www.iqbiometrix.com.
2. A. Jain, B. Klare, and U. Park, "Face matching and retrieval in forensics applications", IEEE Multimedia, vol. 19, no. 1, pp. 20-28, 2012.
3. D. Mcquiston, L. Topp, and R. Malpass, "Use of facial composite systems in US law enforcement agencies", Psychology, Crime and Law, vol. 12, no. 5, pp. 505-517, 2006. (Pubitemid 44372225)
4. X. Tang and X. Wang, "Face sketch recognition", IEEE Trans. on Circuits and Systems for Video Technology, vol. 14, pp. 50-57, January 2004.
5. Q. Liu, X. Tang, H. Jin, H. Lu, and S. Ma, "A nonlinear approach for face sketch synthesis and recognition", Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 1005-1010, June 2005. (Pubitemid 43897302)
6. D. Lin and X. Tang, "Inter-modality face recognition", Proc. ECCV, pp. 13-26, 2006. (Pubitemid 44029617)
7. P. Yuen and C. Man, "Human face image searching system using sketches", IEEE Trans. SMC, Part A: Systems and Humans, vol. 37, pp. 493-504, July 2007. (Pubitemid 47022853)
8. X. Wang and X. Tang, "Face photo-sketch synthesis and recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 31, pp. 1955-1967, November 2009.
9. B. Klare, Z. Li, and A. Jain, "Matching forensic sketches to mug shot photos", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 33, pp. 639-646, March 2011.
10. B. Klare and A. Jain, "Heterogeneous face recognition using kernel prototype similarities", IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013 (to appear).
11. H. Han, B. Klare, K. Bonnen, and A. Jain, "Matching composite sketches to face photos: A component based approach", IEEE Trans. on Information Forensics and Security, vol. 8, pp. 191-204, January 2013.
12. C. Frowd, D. Carson, H. Ness, D. McQuiston, J. Richardson, H. Baldwin, and P. Hancock, "Contemporary composite techniques: The impact of a forensically-relevant target delay", Legal and Criminological Psychology, vol. 10, pp. 63-81, February 2005. (Pubitemid 40343218)
13. C. Koehn and R. Fisher, "Constructing facial composites with the mac-a-mug pro system", Psychology, Crime and Law, vol. 3, no. 3, pp. 215-224, 1997.
14. V. Bruce, H. Ness, P. Hancock, C. Newman, and J. Rarity, "Four heads are better than one: Combining face composites yields improvements in face likeness", Journal of Applied Psychology, vol. 87, pp. 894-902, October 2002.
15. X. Gao, J. Zhong, and C. Tian, "Face sketch synthesis algorithm based on e-hmm and selective ensemble", IEEE Trans. on Circuits and Systems for Video Technology, vol. 18, pp. 487-496, April 2008.
16. Y. Zhang, C. McCullough, J. Sullins, and C. Ross, "Handdrawn face sketch recognition by humans and a pca-based algorithm for forensic applications", IEEE Trans. SMC, Part A: Systems and Humans, vol. 40, pp. 475-485, May 2010.
17. R. Uhl and N. Lobo, "A framework for recognizing a facial image from a police sketch", in Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 586-593, June 1996.
18. H. Bhatt, S. Bharadwaj, R. Singh, and M. Vatsa, "Memetically optimized mcwld for matching sketches with digital face images", IEEE Trans. on Information Forensics and Security, vol. 7, pp. 1522-1535, October 2012.
19. FaceVACS Software Developer Kit v. 8.2, Cognitec Systems GmbH, http://www.cognitec-systems.de.
20. S. Li and A. Jain (eds.), Handbook of Face Recognition. Springer, second ed., 2011.
21. L. Gibson, Forensic Art Essentials. Elsevier, 2008.
22. E-FIT, VisionMetric Ltd., http://www.vision-metric.com.
23. C. Frowd, P. Hancock, and D. Carson, "Evofit: A holistic, evolutionary facial imaging technique for creating composites", ACM Trans. on Applied Psychology, vol. 1, pp. 19-39, July 2004.
24. Identi-Kit, Identi-Kit Solutions, http://www.identikit.net/.
25. G. Wells and L. Hasel, "Facial composite production by eyewitnesses", Current Directions in Psychological Science, vol. 16, pp. 6-10, February 2007.
26. R. Geiselman, R. Fisher, D. MacKinnon, and H. Holland, "Eyewitness memory enhancement with the cognitive interview", American Journal of Psychology, vol. 99, pp. 385-401, 1986.
27. D. Lowe, "Distinctive image features from scale-invariant keypoints", Int. Journal of Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
28. T. Ojala, M. Pietikäinen, and T. Mäenpää, "Multiresolution grayscale and rotation invariant texture classification with local binary patterns", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 971-987, 2002. (Pubitemid 34835471)
29. X. Wang and X. Tang, "Random sampling for subspace face recognition", Int. Journal of Computer Vision, vol. 70, no. 1, pp. 91-104, 2006. (Pubitemid 43855869)