Thermal Imaging-Based Human Emotion Detection: GLCM Feature Extraction Approach
W. R. Picard, "Affective computing: challenges," International Journal of Human-Computer Studies - Application of affective computing in human—Computer interaction, vol. 59, pp. 55-64, 2003.
B. R. Nhan and T. Chau, “Classifying Affective States Using Thermal Infrared Imaging of the Human Face,” IEEE Trans. Biomedical Eng., vol. 57,no. 4, pp. 979-987, April 2010.
A. Merla and G.L. Romani, “Thermal signature of emotional arousal: a functional infrared imaging study,” Proceedings of the 29th Annual International Conference of the IEEE EMBS Cite Internationale, Lyon, France, August 23-26, 2007.
L. Zhilei and W. Shangfei.”Emotion Recognition using Hidden Markov Models from Facial Temperature Sequences,” Springer-Verlag Berlin Heidelberg, pp. 240-247, 2011.
Yoshitomi, Y. “Facial Expression Recognition for Speaker Using Thermal Image Processing and Speech Recognition System,” in Proc. of 10th WSEAS International Conference on Applied Computer Science,
pp. 182–186, 2010.
B. Hern´andez,G. Olague, R. Hammoud, L. Trujillo,E. Romero.” Visual
learning of texture descriptors for facial expression recognition in
thermal imagery.” in Computer Vision and Image Understanding 106(2-
, pp. 258–269, 2007.
M.M. Khan, R.D. Ward and M. Ingleby . “Classifying pretended and
evoked facial expressions of positive and negative affective states using
infrared measurement of skin temperature,” Trans. Appl. Percept. 6, 1,
T. Bourlai, A.Ross, C.Chen and L.Hornak ” A Study on Using Mid-
Wave Infrared Images for Face Recognition,” in Sensing Technologies
for Global Health, Military Medicine, Disaster Response, and
Environmental Monitoring II; and Biometric Technology for Human
Identification IX, Proc. of SPIE Vol. 8371, 2012.
D. Shastri, A.Merla, P. Tsiamyrtzis, and I. Pavlidis, “Imaging facial
signs of neurophysiological responses,” IEEE Trans. Biomed. Eng., vol.
, no. 2, pp. 477–484, Feb. 2009.
I. Pavlidis, J. Dowdall, N. Sun, C. Puri, J. Fei, andM. Garbey,
“Interacting with human physiology,” Comput. Vis. Image
Understanding, vol. 108, no. 1–2, pp. 150–170, 2007.
I. Pavlidis and J. Levine, “Thermal image analysis for polygraph
testing,” IEEE Engineering in Medicine and Biology Magazine,
(6):56 – 64, 2002.
Z. Zhu, P. Tsiamyrtzis and I.Pavlidis, “Forehead thermal signature
extraction in Lie Detection,”in Proceeding of the 29th Annual
International Conference of the IEEE EMBS Cite Internationale, Lyon,
France, August 23-26, pp.243-246, 2007.
- There are currently no refbacks.