New research advances of facial expression recognition

Proceedings of the 2009 International Conference on Machine Learning and Cybernetics

Volumn 2, Issue , 2009, Pages 1150-1155

  Liu, Shuai Shi ^a,b   Tian, Yan Tao ^a   Li, Dong ^a  

^a JILIN UNIVERSITY   (China)

^b CHANGCHUN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Expression classification; Facial expression recognition; Facial feature extraction

Indexed keywords

CLASSIFICATION METHODS; DEVELOPMENT TRENDS; EXPRESSION CLASSIFICATION; FACIAL EXPRESSION RECOGNITION; FACIAL FEATURE EXTRACTION; FEATURE EXTRACTION METHODS; HUMAN MACHINE INTERFACE; MULTISCALE METHOD; NOVEL METHODS; RAPID DEVELOPMENT; THREE-DIMENSIONAL MODEL;

CONTROL THEORY; CYBERNETICS; FACE RECOGNITION; GESTURE RECOGNITION; HUMAN COMPUTER INTERACTION; MAN MACHINE SYSTEMS; ROBOT LEARNING; THREE DIMENSIONAL;

FEATURE EXTRACTION;

EID: 70350736390     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2009.5212409     Document Type: Conference Paper

References (47)

1. Darwin C. "The Expression of the Emotions in Man and Animals [M]". John Murray. 1872.
2. Ekman P, Friesen W V. "Facial Action Coding System: A Technique for the Measurement of Facial Movement [M]". Palo Alto: Consulting Psychologists Press, 1978.
3. M. Suwa, N. Sugie, and K. Fujinmora. "A Preliminary Note on Pattern Recongnition of Human Emotional Expression". In proceedings of 4th Intrenationl Conference on Pattern Recognition, pp. 408-410,1978.
4. Liu Xiao-min, Tan Hua-chun, Zhang Yu-jin. "New Research Advances in Facial Expression Recognition". 11(10):1359-1368. 2006.
5. Mehrabian A. "Communication without words[J]". Psychology Today. 2(4): 53̃56. 1968.
6. K.Mase and A. "Pentland. Recognition of Facial Expression from Optical Flow". IEICE Transactions, E 74(10):3474-3483,October 1991.
7. Wen Qin, Wang Zeng-fu. "Recognition of Human Facial Expression Based on 3D Data[J]". Computer Simulation, 22(7): 99-103. 2005.
8. Pantic M, Rothkrantz L. "Automatic analysis of facial expressions: the state of the art [J]". IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(12): 1424̃1445. 2000.
9. Fasel B, Luettin J. "Automatic facial expression analysis: A survey [J]". Pattern Recognition, 36 (1): 259̃275. 2003.
10. YangM, Kriegman D J, Ahuja N. "Detecting faces in images: A survey[J]". IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(1): 34̃58. 2002.
11. H. Kobayashi and F. Hara. "Recognition of Six Basic Facial Expression and Their Strength by Neural Nework". Proc. Int'l Workshop Robot and Human Comm: 381-386. 1992.
12. H. Kobayashi and F. Hara. "Recognition of Mixed Facial Expression by Neural Nework". Proc. Int'l Workshop Robot and Human Comm: 387-391. 1992.
13. Pantic M, Rothkrantz L. "Facial action recognition for facial expression analysis from static face images[J]". IEEE Transactions on Systems, Man and Cybernetics-PartB, 34(3): 1449̃1461. 2004.
14. Cootes T F, Edwards G J, Taylor C J. "Active appearance models [A]". In: Proceedings of the 5th European Conference on Computer Vision[C], Freiburg, Germany, 2: 484̃49. 1998.
15. Zuo Kun-long, Liu Wen-yao. "Facial Expression Recognition Using Active Appearance Models[J]". Jurnal of Optoelectronics. Laser. 15(7):853-857. 2004.
16. C.L. Huang and Y.M. Huang. "Facial Expression Recognition Using Model-Based Feature Extraction and Action Parameters Classification.[J]". Visual Comm. and Image Representation, vol. 8,no. 3, pp. 278-290, 1997.
17. Wen Z, Huang T. "Capturing subtle facial motions in 3d face tracking[A]". In: Proceedings of IEEE International Conference on Computer Vision [C], Nice, France, Vol.2: 1343̃1355. 2003.
18. WangY, AiH, Wu B,etal. "Real time facial expression recognition with adaboost[A]". In: Proceedings of International Conference on Pattern Recognition[C], Cambridge, UK, 2004,3: 926̃92.
19. Horn B, Schunck B. "Determining Optical Flow [J]". Artificial Intelligence, 17(1-3):185-203. 1981.
20. M. Yoneyama, Y. Iwano, A, Ohtake, and K. Shirai. "Facial Expression Recognition using Discrete Hopfield Neural Networks". In Proceedings of the International Conference on Image Processing (ICIP), volume 3, page 117-120, 1997.
21. Georguieva N, Georgiev G, Valova I. "Facial expression recognition using feedfoward neural networks [A]". In Proceedings of the International Conference on Artificial Intelligence[C]. Las Vegas NV,USA: 285-291. 2003.
22. Li Jun-hua, Peng Li. "Application of quantum neural networks in facial expression recognition". Proceedings of 2007 Chinese Control and Decision Conference.328-333. 2007.
23. Yegui Xiao, Ma, K. Khorasani. "A New Facial Recoginition Technique Using 2-D DCT and Neural Networks Based Decision Tree". 2006 Irnational Joint Conference on Neural Networks.2421-2428.
24. C Cortes, V Vapnik. "Support vector networks[J]". Machine Learning, 20(3): 273-293. 1995.
25. Bartlett M S. Littlewort G, Frank M, et al. "Recognizing facial expression machine learning and application to spontaneous behavior[A]". In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition[C],San Diego CA,USA, 2:568-573. 2005.
26. Ying Zi-lu, Tang Jing-hai, Li Jing-wen, Zhang You-wei. "Support Vector Discriminant Analysis and Its Application to Facial Expression Recoginition". Acta Electronica Sinica.36(4): 725-730. 2008.
27. Muller S, Wallhoff F, Hulsken F, et al. "Facial expression recognition using pseudo 3-D hidden Markov models[A]". In: Proceedings of International Conference on Pattern Recognition[C], Québec City, Canada, 2: 32̃35. 2002.
28. Petar S. Alekeic. Aggelos K. Katsaggelos. "Automatic Facial Expression Recogintion Using Facial Animation Parameters and Multistream HMMs". IEEE Transactions on Information Porensice and Security, Vol. 1, 3-11. 2006.
29. Jianqiang Cao, Can Tong. "Facial expression recognition based on LBP-EHMM". Congress on Image and Signal Processing. 371-375. 2008.
30. Yang Guo-Liang, Wang Zhi-Liang, Wang Guo-Jiang, Chen Feng-Jun. "Facial Expression Recognition Based on Optical Flow Techniques for Non-rigid Motion Analysis". Computer Science, 34(3) 2007: 213-229.
31. Tian Y, Kanade T, Cohn J F. "Recognizing Action Units for Facial Expression Analysis[J]". IEEE Transactions on Pattern Analysis and Machine Intelligence,2001, 23(2): 97-115.
32. Otusuka T, Ohya J. "Extracting Facial Motion Parameters by Tracking Feature Pionts [C]". Oska, Japan :Proceedings of First Interational Conference on Advanced Multimedia Content Processing, 442-453. 1998.
33. Zhang Y. Ji Q. "Active and dymanic information fusion for facial expression understanding from image sequences [J]". IEEE Transactions on Pattern Analysis and Machine Intelligene. 27(5):699-714. 2005.
34. Wen Qin, Wang Zeng-fu. "Recognition of Human Facial Expression Based on 3D Data". Computer Simulation. 22(7): 99-103. 2007.
35. Iordanis Mpiperis, Sotiris Malassiotis, Michael G. Strintzis. "Bilinear Models for 3-D Face and facial Expression Recognition". IEEE Transactions on Information Forensics and Security, Vol.3, No.3, September 2008.
36. Te-Hsun Wang, Jenn-Jier James Lien. "Facial expression recognition system based on rigid and non-rigid motion separation and 3D pose estimation". Pattern Recognition, 42: 962-977. 2009.
37. J. J. Lien. "Automatic Recognition of Facial Expression using Hidden markov Models and Estimation of Expression Intensity". PhD thesis, Robotics Instituts, CMU, April 1998.
38. K. Mase and A. Pentland. "Recognition of Facial Expression from Optical Flow". IEICE Transactions, E74(10): 3474-3483, October 1991.
39. Jiangang Yu, Bir Bhanu. "Evolutionary feature synthesis for facial expression recognition". Pattern Recognition. 27: 1289-1298. 2006.
40. Liu Xiaomin, Zhang Yujin. "Facial Expression Recognition Based on Gabor Histogram Feature and MVBoost". Journal of Computer Research and Development 44(7): 1089-1096. 2007.
41. Petar S. Aleksic, Aggelos K. Katsaggelos. "Automatic Facial Expression Recognition Using Facial Animation Parameters and Multistream HMMs". IEEE Transactions on Inpormation Forensics and Security. 1(1):3-11. 2006.
42. Jianqiang Cao, Can Tong. "Facial expression recognition based on LBP-EHMM". Congress on Image Signal Processing. 371-375. 2008.
43. Fangqi Tang, Benzai Deng. "Facial Expression Recognition using AAM and Local Facial Features". Third International Conference on Natural Computation. 2007.
44. Jaewon Sung and Daijin Kim. Pose-Robust "Facial Expression Recognition Using View-Based 2D + 3D AAM". IEEE Transactions on Systems, Man, and Cybernetics.Vol. 38, No. 4, July 2008.
45. Kenji Suzuki, Hiroshi Yamada, Shuji Hashimoto. "A similarity-based neural network for facial expression analysis". Pattern Recognition Letters (28): 1104-1111. 2007.
46. Chathura R. De Silva, Surendra Ranganath, Liyanage C.De Silva. "Cloud basis function neural network: A modified RBF network architecture for holistic facial expression recognition". Pattern Recognition (41): 1241-1253. 2008.
47. Hyung-Soo Lee, Daijin Kim. "Expression-invariant face recognition by facial expression transformations". Pattern Recognition Letters (29):1797-1805. 2008.