Semi-automated CCTV surveillance: The effects of system confidence, system accuracy and task complexity on operator vigilance, reliance and workload

Applied Ergonomics

Volumn 44, Issue 5, 2013, Pages 730-738

  Dadashi, N ^a   Stedmon, A W ^a   Pridmore, T P ^a  

^a UNIVERSITY OF NOTTINGHAM   (United Kingdom)

Author keywords

CCTV; Detection; Security; Semi automated surveillance; Tracking

Indexed keywords

CLOSED CIRCUIT TELEVISION SYSTEMS; ERROR DETECTION; SECURITY SYSTEMS; SURFACE DISCHARGES;

AUTOMATIC SURVEILLANCE SYSTEMS; CCTV SURVEILLANCE SYSTEMS; COMPUTER VISION TECHNOLOGY; CONFIDENCE INFORMATION; DETECTION AND TRACKING; SECURITY; SEMI-AUTOMATED; SURVEILLANCE SYSTEMS;

AUTOMATION;

ACCURACY; ADULT; ALERTNESS; ARTICLE; AUTOMATION; CLOSED CIRCUIT TELEVISION; COMPUTER SYSTEM; DANGER, RISK, SAFETY AND RELATED PHENOMENA; ELECTRONICS; EYE TRACKING; FEMALE; HUMAN; HUMAN EXPERIMENT; HUMAN FACTORS RESEARCH; JOB PERFORMANCE; MALE; MAN MACHINE INTERACTION; MENTAL CAPACITY; MONITORING; NORMAL HUMAN; OPERATOR; RECOGNITION; SURVEILLANCE SYSTEM; TASK PERFORMANCE; VIDEORECORDING; WORKLOAD;

EID: 84878907130     PISSN: 00036870     EISSN: 18729126     Source Type: Journal    
DOI: 10.1016/j.apergo.2012.04.012     Document Type: Article

References (47)

1. Ainsworth T. Buyer beware. Security Oz 2002, 19:18-26.
2. Aretz A.J. The design of electronic map displays. Human Factors 1991, 33(1):85-101.
3. Armitage R. To CCTV or Not to CCTV? A Review of Current Research into the Effectiveness of CCTV System in Reducing Crime 2002, NACRO, London.
4. Armstrong G., Norris C. The Maximum Surveillance Society 1999, Berg Publishers, London.
5. Becker M., Pashler H. Volatile visual representations: failing to detect changes in recently processed information. Psychonomic Bulletin & Review 2002, 9(4):744-750.
6. Bliss J. An investigation of alarm related accidents and incidents in aviation. International Journal of Aviation Psychology 2003, 13:249-268.
7. Byers J.C., Bittner A.C., Hill S.G. Traditional and raw task load index (TLX) correlations: are paired comparisons necessary?. Advances in Industrial Ergonomics and Safety I 1989, 481-485. Taylor and Francis, London. A. Mital (Ed.).
8. Cutler H., Stedmon A.W. Representing uncertainty in advanced navigation and situational awareness displays. Engineering Psychology and Cognitive Ergonomics 1999, vol. 3:51-58. Ashgate, Aldershot.
9. Davies G., Thasen S. Closed-circuit television: how effective an identification aid?. British Journal of Psychology 2000, 91:411-426.
10. Dee H.M., Velastin S. How close are we to solving the problem of automated visual surveillance?. Machine Vision and Applications 2007, 10.1007/s00138-007-007.
11. Dick A.R., Brooks M.J. Astochastic approach to tracking objects across multiple cameras. Advances in Artificial Intelligence 2004, 160-170.
12. Dixon S., Wickens C.S. Automation reliability in unmanned aerial vehicle control: a reliance-compliance model of automation dependence in high workload. Human Factors 2006, 48:474-486.
13. Donald C. Vigilance. People in Control: Human Factors in Control Room Design 2001, 35-50. The Institution of Electrical Engineers, London, UK. J. Noyes, M. Bransby (Eds.).
14. Endsley M.R., Kaber D.B. Level of automation effects on performance, situation awareness and workload in a dynamic control task. Ergonomics 1999, 42(3):462-492.
15. Gavrila D.M. The visual analysis of human movement: a survey. Computer Vision and Image Understanding 1999, 73(1):82-98.
16. Hart S.G., Staveland L.E. Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. Human Mental Workload 1988, 239-250. North Holland Press, Amsterdam. P.A. Hancock, N. Meshkati (Eds.).
17. Hyman, J., 2003. Computer vision based people tracking for motivating behaviour in public spaces. M.Eng thesis, EECS, Massachusetts Institute of Technology.
18. Hogg D. Model based vision: a program to see a walking person. Image and Vision Computing 1983, 1(1):5-20.
19. Jamieson G.A., Neyedi H.F., Wnag L. Developing Human-Machine Interfaces to Support Appropriate Trust and Reliance on Automated Combat Identification Systems 2008, DRDC Toronto Contractor Report.
20. Keval H.U., Sasse M.A. Not the usual suspects: a study of factors reducing the effectiveness of CCTV. Security Journal 2010, 23(2):134-154.
21. McKenna, S., Gong, S., 1997. Non-intrusive person authentication for access control by visual tracking and face recognition. In: Proceeding of the First International Conference on Audio- and Video-based Biometric Person Authentication, March 12-14, pp. 177-183.
22. Megaw T. The definition and measurement of mental workload. Evaluation of Human Work 2005, 525-552. Taylor & Francis, London. third ed. J.R. Wilson, N. Corelt (Eds.).
23. Miller G.A. The magical number seven, plus or minus two: some limits on our capacity for processing information. The Psychological Review 1956, 63(2):81-97.
24. Moeslund T.B., Granum E. Asurvey of computer vision-based human motion capture. Computer Vision and Image Understanding 2001, 81(3):231-268.
25. Norris C., McCahill M. CCTV: beyond penal modernism?. British Journal of Criminology 2006, 46(1):97-118.
26. Norris C., Armstrong G. The Unforgiving Eye: CCTV Surveillance in Public Space 1997, Report for the Centre for Criminology and Criminal Justics, Hull University.
27. Parasuraman R. Sustained attention in detection and discrimination. Varieties of Attention 1984, 243-271. Academic Press, Orlando. R. Parasuraman, D.R. Davies (Eds.).
28. Parasuramsn R., Riley V. Humans and automation: use, misuse, disuse, abuse. Human Factors 1997, 39(2):230-253.
29. Parasuraman R., Sheridan T.B., Wickens C.D. Amodel for types and levels of human interaction with automation. IEEE Transaction on Systems, Man, and Cybernetics, Part A, Systems and Humans. 2000, 30(3):286-297.
30. Parasuraman R., de Visser E., Clarke E., McGarry W.R., Hussey E., Shaw T., Thompson J.C. Detecting threat-related intentional actions of others: effects of image quality, response mode and target cuing on vigilance. Journal of Experimental Psychology: Applied 2009, 15(4):275-290.
31. Pound, M., Naeem, A., French, A., Pridmore, T., 2007. Quantitative and qualitative evaluation of visual tracking algorithms using statistical tests. In: 10th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS), Rio de Janiero, October 2007.
32. Riley V. Operator reliance on automation: theory and data. Automation and Human Performance, Theory and Applications 1996, 19-35. Erlbaum, Hillsdale, NJ. R. Parasuraman, M. Mouloua (Eds.).
33. Sanderson C., Bigdeli A., Shan T., Chen Sh., Berglund E., Lovell B. Intelligent CCTV for mass transport security: challenges and opportunities for video and face processing. Electronic Letters on Computer Vision and Image Analysis 2007, 6:30-41.
34. Sauer J. Prospective memory: a secondary task with promise. Applied Ergonomics 2000, 31:131-137.
35. Schooler J.W., Engstler-Schooler T.Y. Verbal overshadowing of visual memories: some things are better left unsaid. Cognitive Psychology 1990, 22:36-71.
36. Silverman M., Mack A. Change blindness and priming: when it does and does not occur. Consciousness and Cognition 2006, 15(2):409-422.
37. Stedmon A.W., King M., Wilson J.R. Observing 'normal' behaviour: cueing methods for CCTV. Contemporary Ergonomics 2007, 178-183. Taylor & Francis Ltd., London. P. Bust (Ed.).
38. Special Issue, Video Surveillance Research in Industry and Academia, Machine Vision and Application 2007, vol. 18.
39. Thacker N.A., Clark A.F., Barron J.L., Beveridge J.R., Courtney P., Crum W.R., Ramesh V., Clark C. Performance characterization in computer vision: a guide to best practices. Computer Vision and Image Understanding 2008, 109(3):305-334.
40. Valera M., Velastin S.A. Intelligent distributed surveillance systems: a review. IEE Proceedings on Vision, Image and Signal Processing April 2005, 152(2):192-204.
41. Velastin S.A., Boghossian B.A., Vicencio-Silva M.A. Amotion-based image processing system for detecting potentially dangerous situations in underground railway stations. Transportation Research Part C: Emerging Technology Apr 2006, 14(2):96-113.
42. Viola P., Jones M.J. Robust real-time face detection. International Journal of Computer Vision 2004, 57(2):137-154.
43. Warm J., Dember W., Hancock P. Vigilance and workload in automated system. Automated and Human Performance: Theory and Applications 1996, 183-199. Lawrence Erlbaum Associates, Philadelphia. R. Parasuraman, M. Mouloua (Eds.).
44. Wiener E.L., Curry R.E. Flight-deck automation: promises and problems. Ergonomics 1980, 23:955-1011.
45. Wickens C.D. Engineering Psychology and Human Performance 1992, Harper Collins, New York. second ed.
46. Williamson, R., Williamson, M., 1995. Cognitively compatible presentation of uncertain information. In: Unpublished Poster Presented at HCI International Conference, Tokyo, Japan, July, pp. 9-14.
47. Wood J. The ergonomics of closed circuit television (CCTV) systems. Proceedings of IEA 1997 Congress, International Ergonomics Association 13th Triennial Congress, Tampere, Finland, 29 June-4 July, 1997 1997, Elsevier. P. Seppala, T. Luopajarvi, C.H. Nygard, M. Mattila (Eds.).