SVM classification of neonatal facial images of pain

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

Volumn 3849 LNAI, Issue , 2006, Pages 121-128

  Brahnam, Sheryl ^a   Chuang, Chao Fa ^b   Shih, Frank Y ^b   Slack, Melinda R ^c  

^a MISSOURI STATE UNIVERSITY   (United States)

^b NEW JERSEY INSTITUTE OF TECHNOLOGY   (United States)

^c St John's Hospital   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FACIAL IMAGES; NONLINEAR KERNELS; POLYNOMIAL KERNEL; STRESSORS; SVM;

DATABASE SYSTEMS; FACE RECOGNITION; LINEAR SYSTEMS; NEONATAL MONITORING; NETWORK PROTOCOLS; POLYNOMIALS;

IMAGE ANALYSIS;

EID: 33745151035     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11676935_15     Document Type: Conference Paper

References (9)

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2. Brahnam, S., Chuang, C., Sexton, R., Shih, F.Y., and Slack, M.R. Machine Assessment of Neonatal Facial Expressions of Acute Pain. Decision Support Systems, (in revision)
3. Wong, D. and Baker, C. Pain in Children: Comparison of Assessment Scales. Pediatric Nursing, Vol. 14:1 (1988) 9017
4. Craig, K.D. The Facial Display of Pain in Infants and Children. In: Craig, K.D. (ed.). The Facial Display of Pain in Infants and Children, IASP Press, Seattle, (1998) 103-121
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8. Littlewort, G., Bartlett, M.S., Fasel, I., Susskind, J., and Movellan, J. Dynamics of Facial Expression Extracted Automatically from Video. The First IEEE Workshop on Face Processing in Video. Washington, DC. (2004)
9. Cohen, I., Sebe, N., Garg, A., Chen, L.S., and Huang, T.S. Facial Expression Recognition from Video Sequences: Temporal and Static Modeling. Computer Vision and Image Understanding, Vol. 91:1-2 (2003) 160-187