Multi-instance Hidden Markov Model for facial expression recognition

2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015

Volumn , Issue , 2015, Pages

  Wu, Chongliang ^a   Wang, Shangfei ^a   Ji, Qiang ^b  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; DATABASE SYSTEMS; GESTURE RECOGNITION; HIDDEN MARKOV MODELS; IMAGE SEGMENTATION; MARKOV PROCESSES;

DISCRIMINATIVE CLASSIFIERS; DISCRIMINATIVE HIDDEN MARKOV MODELS; EXPRESSION RECOGNITION; FACIAL EXPRESSION RECOGNITION; FACIAL IMAGE SEQUENCE; MULTI-INSTANCE LEARNING; STATE OF THE ART; TEMPORAL VARIATION;

FACE RECOGNITION;

EID: 84944936856     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FG.2015.7163116     Document Type: Conference Paper

References (10)

1. Sikka, K., Dhall, A., Bartlett, M.: Weakly supervised pain localization using multiple instance learning. In: Automatic Face and Gesture Recognition (FG), 2013 10th IEEE International Conference and Workshops on, IEEE (2013) 1-8
2. Babenko, B.: Multiple instance learning: algorithms and applications. View Article PubMed/NCBI Google Scholar (2008)
3. Yuksel, S.E., Bolton, J., Gader, P.D.: Landmine detection with multiple instance hidden markov models. In: Machine Learning for Signal Processing (MLSP), 2012 IEEE International Workshop on, IEEE (2012) 1-6
4. Lucey, P., Cohn, J.F., Kanade, T., Saragih, J., Ambadar, Z., Matthews, I.: The extended cohn-kanade dataset (ck+): A complete dataset for action unit and emotion-specified expression. In: Computer Vision and Pattern Recognition Workshops (CVPRW), 2010 IEEE Computer Society Conference on, IEEE (2010) 94-101
5. Lucey, P., Cohn, J.F., Prkachin, K.M., Solomon, P.E., Matthews, I.: Painful data: The unbc-mcmaster shoulder pain expression archive database. In: Automatic Face &Gesture Recognition and Workshops (FG 2011), 2011 IEEE International Conference on, IEEE (2011) 57-64
6. Shi, J., Malik, J.: Normalized cuts and image segmentation. Pattern Analysis and Machine Intelligence, IEEE Transactions on 22 (2000) 888-905
7. Wang, X., Ji, Q.: Learning dynamic bayesian network discriminatively for human activity recognition. In: Pattern Recognition (ICPR), 2012 21st International Conference on, IEEE (2012) 3553-3556
8. Avriel, M.: Nonlinear programming: analysis and methods. Courier Dover Publications (2003)
9. Lucey, P., Howlett, J., Cohn, J.F., Lucey, S., Sridharan, S., Ambadar, Z.: Improving pain recognition through better utilisation of temporal information. In: AVSP. (2008) 167-172
10. Ashraf, A.B., Lucey, S., Cohn, J.F., Chen, T., Ambadar, Z., Prkachin, K.M., Solomon, P.E.: The painful face-pain expression recognition using active appearance models. Image and vision computing 27 (2009) 1788-1796