Feature-based detection of facial landmarks from neutral and expressive facial images

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 28, Issue 1, 2006, Pages 135-139

  Gizatdinova, Yulia ^a   Surakka, Veikko ^a,b  

^a TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^b TAMPERE UNIVERSITY HOSPITAL   (Finland)

Author keywords

Computing methodologies; Edge and feature detection; Image processing and computer vision; Segmentation

Indexed keywords

BIOLOGICAL ORGANS; COMPUTER VISION; EDGE DETECTION; FACE RECOGNITION; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION;

DETECTING EYES; FACIAL LANDMARKS; FEATURE DETECTION;

FEATURE EXTRACTION;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BIOMETRY; COMPUTER ASSISTED DIAGNOSIS; EVALUATION; FACE; FACIAL EXPRESSION; HISTOLOGY; HUMAN; IMAGE SUBTRACTION; METHODOLOGY; PHOTOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BIOMETRY; FACE; FACIAL EXPRESSION; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; PHOTOGRAPHY; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SUBTRACTION TECHNIQUE;

EID: 33644821910     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2006.10     Document Type: Article

References (20)

1. A. Pentland, B. Moghaddam, and T. Starner, "View-Based and Modular Eigenspaces for Face Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 84-91, June 1994.
2. L. Wiskott, J-M. Fellous, N. Kruger, and C. von der Malsburg, "Face Recognition by Elastic Bunch Graph Matching," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 775-779, July 1997.
3. G. Donato, M. Bartlett, J. Hager, P. Ekman, and T. Sejnowski, "Classifying Facial Actions," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 10, pp. 974-989, Oct. 1999.
4. I. Essa and A. Pentland, "Coding, Analysis, Interpretation, and Recognition of Facial Expressions," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 757-763, July 1997.
5. Y. Yacoob, H.-M. Lam, and L. Davis, "Recognizing Faces Showing Expressions," Proc. Int'l Workshop Automatic Face- and Gesture- Recognition, pp. 278-283, June 1995.
6. P. Ekman and W. Friesen, Facial Action Coding System (FACS): A Technique for the Measurement of Facial Action. Palo Alto, Calif.: Consulting Psychologists Press, 1978.
7. P. Ekman, "The Argument and Evidence about Universals in Facial Expressions of Emotion," Handbook of Social Psychophysiology, H. Wagner and A. Manstead, eds. pp. 143-164, Lawrence Erlbaum, 1989.
8. P. Ekman, W. Friesen, and J. Hager, Facial Action Coding System (FACS). Salt Lake City: A Human Face, 2002.
9. A. Fridlund, "Evolution and Facial Action in Reflex, Social Motive, and Paralanguagc," J. Biological Psychology, vol. 32, pp. 3-100, Feb. 1991.
10. V. Surakka and J. Hietanen, "Facial and Emotional Reactions to Duchenne and Non-Duchenne Smiles," Int'l J. Psychophysiology, vol. 29, pp. 23-33, June 1998.
11. E. Hjelmas and B. Low, "Face Detection: A Survey," J. Computer Vision and Image Understanding, vol. 83, pp. 235-274, Sept. 2001.
12. M. Yang, D. Kriegman, and N. Ahuaja, "Detecting Face in Images: A Survey," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 6, pp. 34-58, June 2002.
13. Y. Liu, K. Schmidt, J. Cohn, and S. Mitra, "Facial Asymmetry Quantification for Expression Invariant Human Identification," J. Computer Vision and Image Understanding, vol. 91, pp. 138-159, Aug. 2003.
14. Y. Tian, T. Kanade, and J. Cohn, "Recognizing Action Units for Facial Expression Analysis," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 2, pp. 97-115, Feb. 2001.
15. A. Golovan, "Neurobionic Algorithms of Low-Level Image Processing," Proc. Second All-Russia Scientific Conf. Neuroinformatics, vol. 1, pp. 166-173, May 2000.
16. P. Ekman and W. Friesen, Pictures of Facial Affect. Palo Alto, Calif.: Consulting Psychologists Press, 1976
17. D. Shaposhnikov, A. Golovan, L. Podladchikova, N. Shevtsova, X. Gao, V. Gusakova, and I. Guizatdinova, "Application of the Behavioral Model of Vision for Invariant Recognition of Facial and Traffic Sign Images," J. Neurocomputers: Design and Application, vol. 7, no. 8, pp. 21-33, 2002.
18. G. Yang and T. Huang, "Human Face Detection in a Complex Background," J. Pattern Recognition, vol. 27, pp. 53-63, Jan. 1994.
19. K. Sobottka and I. Pitas, "Extraction of Facial Regions and Features Using Color and Shape Information," Proc. Int'l Conf. Pattern Recognition, vol. 3, pp. 421-425, Aug. 1996.
20. H. Schneiderman and T. Kanade, "Probabilistic Modeling of Local Appearance and Spatial Relationships for Object Recognition," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 45-51, June 1998.