Motion profiles for deception detection using visual cues

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6316 LNCS, Issue PART 6, 2010, Pages 462-475

  Michael, Nicholas ^a   Dilsizian, Mark ^a   Metaxas, Dimitris ^a   Burgoon, Judee K ^b  

^a Rutgers University School of Medicine   (United States)

^b UNIVERSITY OF ARIZONA   (United States)

Author keywords

deception; face tracking; nearest neighbor; skin blob tracking; statistical shape models; support vector machine

Indexed keywords

SUPPORT VECTOR MACHINES;

ACTIVE SHAPE MODELS; AGITATED BEHAVIORS; DECEPTION; DECEPTION DETECTION; FACE TRACKING; KERNEL DENSITY ESTIMATORS; NEAREST NEIGHBORS; STATISTICAL SHAPE MODEL;

COMPUTER VISION;

EID: 78149316247     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15567-3_34     Document Type: Conference Paper

References (21)

1. Ekman, P.: Telling lies: Clues to deceit in the marketplace, politics, and marriage, vol. 2. WW Norton and Company, New York (1992)
2. Zhang, Z., Singh, V., Slowe, T.E., Tulyakov, S., Govindaraju, V.: Real-time automatic deceit detection from involuntary facial expressions. In: IEEE CVPR (2007)
3. George, J., Biros, D.P., Burgoon, J.K., Nunamaker, J.: Training professionals to detect deception. In: NSF/NIJ Symposium on Intelligence and Security Informatics, Tucson, AZ (2003)
4. DePaulo, B., Lindsay, J., Muhlenbruck, L., Charlton, K., Cooper, H.: Cues to deception. Psychological Bulletin 129, 74-118 (2003)
5. Vrij, A.: Detecting lies and deceit: The psychology of lying and its implications for professional practice. Wiley, Chichester (2000)
6. Buller, D., Burgoon, J., White, C., Ebesu, A.: Interpersonal deception: VII. Behavioral Profiles of Falsification, Equivocation and Concealment. Journal of Language and Social Psychology 13, 366-395 (1994)
7. Ekman, P.: Lying and nonverbal behavior: Theoretical issues and new findings. Journal of Nonverbal Behavior 12, 163-176 (1988)
8. Vrij, A., Edward, K., Roberts, K., Bull, R.: Detecting deceit via analysis of verbal and nonverbal behavior. Journal of Nonverbal Behavior 24, 239-263 (2000)
9. Burgoon, J.K.: A communication model of personal space violations: Explication and an initial test. Human Communication Research 4, 129-142 (1978)
10. Buller, D., Burgoon, J.: Interpersonal deception theory. Communication Theory 6, 203-242 (1996)
11. Meservy, T.O., Jensen,M.L., Kruse, J., Burgoon, J.K., Nunamaker, J.F.: Automatic Extraction of Deceptive Behavioral Cues from Video. In: Kantor, P., Muresan, G., Roberts, F., Zeng, D.D.,Wang, F.-Y., Chen, H., Merkle, R.C. (eds.) ISI 2005. LNCS, vol. 3495, pp. 198-208. Springer, Heidelberg (2005)
12. Buddharaju, P., Dowdall, J., Tsiamyrtzis, P., Shastri, D., Pavlidis, I., Frank, M.G.: Automatic thermal monitoring system (ATHEMOS) for deception detection. IEEE CVPR 2, 1179 (2005)
13. Johnson, R., Barnhardt, J., Zhu, J.: The contribution of executive processes to deceptive responding. Neuropsychologia 42, 878-901 (2004) (Pubitemid 38283808)
14. Kozel, F.A., Johnson, K.A., Mu, Q., Grenesko, E.L., Laken, S.J., George, M.S.: Detecting deception using functional magnetic resonance imaging. Biological Psychiatry 58, 605-613 (2005) (Pubitemid 41565575)
15. Ganis, G., Kosslyn, S.M., Stose, S., Thompson, W.L., Yurgelun-Todd, D.A.: Neural correlates of different types of deception: An fmri investigation. Cerebral Cortex 13, 830-836 (2003) (Pubitemid 36917962)
16. Lu, S., Tsechpenakis, G., Metaxas, D., Jensen, M.L., Kruse, J.: Blob analysis of the head and hands: A method for deception detection and emotional state identification. In: Hawaii International Conference on System Sciences, Big Island, Hawaii (2005)
17. Tsechpenakis, G., Metaxas, D., Adkins, M., Kruse, J., Burgoon, J., Jensen, M., Meservy, T., Twitchell, D., Deokar, A., Nunamaker, J.: HMM-based deception recognition from visual cues. In: IEEE ICME, pp. 824-827. IEEE, Los Alamitos (2005)
18. Rabiner, L.R.: A tutorial on hidden markov models and selected applications in speech recognition. Proceedings of the IEEE 77, 257-286 (1989)
19. Ekman, P., Friesen, W.V.: Nonverbal leakage and clues to deception. Psychiatry 32, 88-106 (1969)
20. Buller, D.B., Burgoon, J.K., Buslig, A., Roiger, J.: Interpersonal deception: Viii. nonverbal and verbal correlates of equivocation from the bavelas et al (1990); research. Journal of Language and Social Psychology 13, 396-417 (1994)
21. Kanaujia, A., Huang, Y., Metaxas, D.: Tracking facial features using mixture of point distribution models. In: ICVGIP (2006)