Soft biometrics; Human identification using comparative descriptions

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 36, Issue 6, 2014, Pages 1216-1228

  Reid, Daniel A ^a   Nixon, Mark S ^a   Stevenage, Sarah V ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

comparisons; gait biometrics; human descriptions; regression; retrieval; Soft biometrics

Indexed keywords

ANTHROPOMETRY; SEMANTICS;

COMPARISONS; GAIT BIOMETRICS; HUMAN DESCRIPTIONS; REGRESSION; RETRIEVAL; SOFT BIOMETRICS;

BIOMETRICS;

BIOMETRY; BODY SIZE; FACTUAL DATABASE; FEMALE; HUMAN; IMAGE PROCESSING; MALE; PROCEDURES; REGRESSION ANALYSIS; SUPPORT VECTOR MACHINE; VIDEORECORDING;

BIOMETRIC IDENTIFICATION; BODY SIZE; DATABASES, FACTUAL; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; REGRESSION ANALYSIS; SUPPORT VECTOR MACHINE; VIDEO RECORDING;

EID: 84901787071     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2013.219     Document Type: Article

References (31)

1. S. Samangooei and M.S. Nixon, "Performing Content-Based Retrieval of Humans Using Gait Biometrics," Multimedia Tools and Applications, vol. 49, no. 1, 2010.
2. H. Ailisto, M. Lindholm, S.M. Makela, and E. Vildjiounaite, "Unobtrusive User Identification with Light Biometrics," Proc. Third Nordic Conf. Human-Computer Interaction (NordiCHI '04), pp. 327-330, 2004.
3. A.K. Jain, K. Nandakumar, X. Lu, and U. Park, "Integrating Faces, Fingerprints, and Soft Biometric Traits for User Recognition," Proc. Biometric Authentication Workshop (BioAW' 04), pp. 259-269, 2004.
4. U. Park and A.K. Jain, "Face Matching and Retrieval Using Soft Biometrics," IEEE Trans. Information Forensics and Security, vol. 5, no. 3, Sept. 2010.
5. A. Dantcheva, J. Dugelay, and P. Elia, "Soft Biometrics Systems: Reliability and Asymptotic Bounds," Proc. Fourth IEEE Int'l Conf. Biometrics Compendium, Theory Applications and Systems (BTAS '10), pp. 1-6, 2010.
6. E.F. Loftus, Eyewitness Testimony. Harvard Univ. Press, 1996.
7. C.A. Meissner, S.L. Sporer, and J.W. Schooler, "Person Descriptions as Eyewitness Evidence," Handbook of Eyewitness Psychology, vol. 2, pp. 3-34, 2007.
8. J.C. Yuille and J.L. Cutshall, "A Case Study of Eyewitness Memory of a Crime," J. Applied Psychology, vol. 71, no. 2, pp. 291-301, 1986.
9. L.L. Kuehn, "Looking Down a Gun Barrel: Person Perception and Violent Crime.," Perceptual and Motor Skills, vol. 39, no. 3, pp. 1159-1164, 1974.
10. M.D. MacLeod, J.N. Frowley, and J.W. Shepherd, "Whole Body Information: Its Relevance to Eyewitnesses," Adult Eyewitness Testimony: Current Trends and Developments, Cambridge Univ. Press, chapter 6, 1994.
11. R.H. Flin and J.W. Shepherd, "Tall Stories: Eyewitnesses' Ability to Estimate Height and Weight Characteristics," Human Learning: J. Practical Research & Applications, vol. 5, no. 1, pp. 29-38, 1986.
12. D.A. Reid, S. Samangooei, C. Chen, M.S. Nixon, and A. Ross, "Soft Biometrics for Surveillance: An Overview," Handbook of Statistics, vol. 31, chapter 13, pp. 327-351, 2013.
13. J. Shutler, M. Grant, M.S. Nixon, and J.N. Carter, "On a Large Sequence-Based Human Gait Database," Proc Fourth Int'l Conf. Recent Advances in Soft Computing (RASC '02), pp. 66-72, 2002.
14. S. Denman, C. Fookes, A. Bialkowski, and S. Sridharan, "Soft- Biometrics: Unconstrained Authentication in a Surveillance Environment," Proc. Digital Image Computing: Techniques and Applications, pp. 196-203, 2009.
15. N. Kumar, A.C. Berg, P.N. Belhumeur, and S.K. Nayar, "Attribute and Simile Classifiers for Face Verification," Proc. IEEE 12th Int'l Conf. Computer Vision (ICCV '09), pp. 365-372, 2009.
16. G. Wang, D. Forsyth, and D. Hoiem, "Comparative Object Similarity for Improved Recognition with Few or no Examples," Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR '10), pp. 3525-3532, 2010.
17. D. Parik and K. Grauman, "Relative Attributes," Proc. IEEE Int'l Conf. Computer Vision (ICCV '11), 2011.
18. T. Joachims, "Optimizing Search Engines Using Clickthrough Data," Proc. Eighth ACM SIGKDD Int'l Conf. Knowledge Discovery and Data Mining (SIGKDD '02), pp. 133-142, 2002.
19. G.B. Chapman and E.J. Johnson, "Incorporating the Irrelevant: Anchors in Judgments of Belief and Value," Heuristics and Biases: The Psychology of Intuitive Judgment, Cambridge Univ. Press, pp. 120-138, 2002.
20. L.L. Thurstone, "A Law of Comparative Judgment.," Psychological Rev., vol. 34, no. 4, pp. 273-286, 1927.
21. A.E. Elo, The Rating of Chessplayers, Past and Present. Batsford, 1978.
22. R.A. Bradley and M.E. Terry, "Rank Analysis of Incomplete Block Designs: I. The Method of Paired Comparisons," Biometrika, vol. 39, no. 3/4, pp. 324-345, 1952.
23. R.D. Luce, Individual Choice Behavior. John Wiley & Sons, 1959.
24. M. Zander, The Police and Criminal Evidence Act 1984. Sweet & Maxwell, 2005.
25. National Policing Improvement Agency, PNC User Manual, Volume 2, Nov. 2009.
26. Z. Liu and S. Sarkar, "Simplest Representation Yet for Gait Recognition: Averaged Silhouette," Proc. 17th Int'l Conf. Pattern Recognition (ICPR '04), vol. 4., pp. 211-214, 2004.
27. L. Wang, T. Tan, H. Ning, and W. Hu, "Silhouette Analysis-Based Gait Recognition for Human Identification," IEEE Trans. Pattern Analysis and Machine Intelligence archive, vol. 25, no. 12, pp. 1505-1518, Dec. 2003.
28. M. Goffredo, I. Bouchrika, J.N. Carter, and M. Nixon, "Self- Calibrating View-Invariant Gait Biometrics," IEEE Trans. Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 40, no. 4, pp. 997-1008, Aug. 2010.
29. D.A. Reid and M.S. Nixon, "Imputing Human Descriptions in Semantic Biometrics," Proc. Second ACM Workshop Multimedia in Forensics, Security and Intelligence, pp. 25-30, 2010.
30. M. Hu, Y. Wang, and Z. Zhang, "Maximisation of Mutual Information for Gait-Based Soft Biometric Classification Using Gabor Features," IET Biometrics, vol. 1, no. 1, pp. 55-62, 2012.
31. J. Yoo, D. Hwang, and M.S. Nixon, "Gender Classification in Human Gait Using Support Vector Machine," Proc. Seventh Int'l Conf. Advanced Concepts for Intelligent Vision Systems, pp. 138-145, 2005.