Evolving the memory of a criminal's face: Methods to search a face space more effectively

Soft Computing

Volumn 14, Issue 1, 2010, Pages 81-90

  Frowd, Charlie ^a   Bruce, Vicki ^b   Pitchford, Melanie ^a   Gannon, Carol ^a   Robinson, Mark ^c   Tredoux, Colin ^d   Park, Jo ^c   Mcintyre, Alex ^c   Hancock, Peter J B ^c  

^a UNIVERSITY OF CENTRAL LANCASHIRE   (United Kingdom)

^b NEWCASTLE UNIVERSITY   (United Kingdom)

^c UNIVERSITY OF STIRLING   (United Kingdom)

^d UNIVERSITY OF CAPE TOWN   (South Africa)

Author keywords

Evolution; Face generation; Face perception; Genetic algorithms; PCA

Indexed keywords

EVOLUTION; FACE GENERATION; FACE MODELS; FACE PERCEPTION; FACE SPACE; FACIAL FEATURE; NEW APPROACHES; PCA; PRINCIPAL COMPONENTS ANALYSIS; STATISTICAL MODELLING;

LAW ENFORCEMENT; PRINCIPAL COMPONENT ANALYSIS; RESEARCH;

FACE RECOGNITION;

EID: 69249235766     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-008-0391-z     Document Type: Article

References (31)

1. Annesley J, Leung VL, Colombo A, Orwell J, Velastin SA (2006) Fusion of multiple features for identity estimation. IEE conference on crime and security. IET, London, pp 534-539
2. Burton AM, Jenkins R, Hancock PJB, White D (2005) Robust representations for face recognition: The power of averages. Cogn Psychol 51(3):256-284
3. Davies GM, Shepherd J, Shepherd J, Flin R, Ellis H (1986) Training skills in police photofit operators. Policing 2:35-46
4. Davies GM, van der Willik P, Morrison LJ (2000) Facial composite production: A comparison of mechanical and computer-driven systems. J Appl Psychol 85(1):119-124
5. Ellis H, Shepherd J, Davies GM (1979) Identification of familiar and unfamiliar faces from internal and external features: Some implications for theories of face recognition. Perception 8:431-439
6. Frowd CD (2002) EvoFIT: A holistic, evolutionary facial imaging system. PhD thesis, University of Stirling (unpublished)
7. Frowd CD, Hancock PJB, Carson D (2004) EvoFIT: A holistic, evolutionary facial imaging technique for creating composites. ACM Trans Appl Psychol (TAP) 1:1-21
8. Frowd CD, Carson D, Ness H, Richardson J, Morrison L, McLanaghan S, Hancock PJB (2005a) A forensically valid comparison of facial composite systems. Psychol Crime Law 11(1):33-52
9. Frowd CD, Carson D, Ness H, McQuiston D, Richardson J, Baldwin H, Hancock PJB (2005b) Contemporary composite techniques: The impact of a forensically-relevant target delay. Leg Criminol Psychol 10:63-81
10. Frowd CD, Bruce V, McIntyre A, Ross D, Hancock PJB (2006a) Adding holistic dimensions to a facial composite system. In: Proceedings of the seventh international conference on automatic face and gesture recognition, Los Alamitos, pp 183-188
11. Frowd CD, Bruce V, Plenderleith Y, Hancock PJB (2006b) Improving target identification using pairs of composite faces constructed by the same person. IEE conference on crime and security. IET, London, pp 386-395
12. Frowd CD, Bruce V, McIntyre A, Hancock PJB (2007a) The relative importance of external and internal features of facial composites. Br J Psychol 98(1):61-77
13. Frowd CD, Bruce V, Ross D, McIntyre A, Hancock PJB (2007b) An application of caricature: How to improve the recognition of facial composites. Vis Cogn 15(8):1-31
14. Frowd CD, Bruce V, Ness H, Bowie L, Thomson-Bogner C, Paterson J, McIntyre A, Hancock PJB (2007c) Parallel approaches to composite production. Ergonomics 50(4):562-585
15. Geiselman RE, Fisher RP, MacKinnon DP, Holland HL (1986) Eyewitness memory enhancement with the cognitive interview. Am J Psychol 99:385-401
16. Gibson SJ, Solomon CJ, Pallares-Bejarano A (2003) Synthesis of photographic quality facial composites using evolutionary algorithms. In: Harvey R, Bangham JA (eds) Proceedings of the British machine vision conference, pp 221-230
17. Hancock PJB (2000) Evolving faces from principal components. Behav Res Methods Instrum Comput 32(2):327-333
18. Hancock PJB, Burton AM, Bruce V (1996) Face processing: Human perception and principal components analysis. Mem Cogn 24:26-40
19. Hancock PJB, Bruce V, Burton AM (1997) Testing principal component representations for faces. In: Bullinaria JA, Glasspool DW, Houghton G (eds) Proceedings of fourth neural computation and psychology workshop. Springer, London, pp 84-97
20. Hancock PJB, Bruce V, Burton AM (2000) Recognition of unfamiliar faces. Trends Cogn Sci 4-9:330-337
21. Jain AK, Dass SC, Nandakumar K (2004) Soft biometric traits for personal recognition systems. In: Proceedings of international conference on biometric authentication, Hong Kong
22. Kirby M, Sirovich L (1990) Application of the Karhunen-Loeve procedure for characterization of human faces. IEEE Trans Pattern Anal Mach Intell 12:103-108
23. Mitchell M (1996) An introduction to genetic algorithms. MIT, London
24. O'Toole AJ, Abdi H, Deffenbacher KA, Valentin D (1993) Low dimensional representation of faces in high dimensions of the space. J Opt Soc Am A 10:405-410
25. Phillips PJ, Grother P, Michaelis RJ, Blackburn DM, Tabassi E, Bone JM (2003) Face recognition vendor test 2002. Evaluation report NISTIR6965
26. Prince SJD, Elder JH, Hou Y, Oleviskiy Y (2006) Towards face recognition at a distance. IEE conference on crime and security. IET, London, pp 570-575
27. Shepherd JW (1986) An interactive computer system for retrieving faces. In: Ellis HD, Jeeves MA, Newcombe F, Young A (eds) Aspects of face processing. Martinus Nijhoff, Dordrecht, pp 398-409
28. Sirovich L, Kirby M (1987) Low-dimensional procedure for the characterization of human faces. J Opt Soc Am 4:519-524
29. Tanaka JW, Sengco JA (1997) Features and their configuration in face recognition. Mem Cogn 25(5):583-592
30. Tredoux C, Nunez DT, da Costa L, Rosenthal Y (1999) Face reconstruction using a configural, eigenface-based composite system. In: Presented at SARMAC III, Boulder, Colorado
31. Troje NF, Vetter T (1996) Representation of human faces. Technical report. Max-Planck-Institut, Tubingen