Facial expression recognition based on PCA and NMF

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn , Issue , 2008, Pages 6826-6829

  Zhao, Lihong ^a   Zhuang, Guibin ^a   Xu, Xinhe ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

Facial expression recognition; Feature extraction; NMF; PCA

Indexed keywords

FACTORIZATION; FEATURE EXTRACTION; MATRIX ALGEBRA;

DIMENSIONAL REDUCTION; FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; IMAGE ANALYSIS METHOD; IMAGE MATRIX; NONNEGATIVE MATRIX FACTORIZATION; WEIGHT MATRICES;

FACE RECOGNITION;

EID: 52149120137     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCICA.2008.4593968     Document Type: Conference Paper

References (8)

1. Tao Sun, "Methods research and comparison of facial recognition based on PCA", Modern Electronic Technology,2007
2. Stefan Wild, James Curry and Anne Dougherty, "Improving non-negative matrix factorizations through structured initialization", Pattern Recognition, Vol. 37, No.11,pp. 2217-2232, November 2004.
3. Zhujun Ai, "The application of NMF in facial expression recognition", Gansu science and technology, March 2006.
4. David Guillamet and Jordi Vitria, "Non-negative matrix factorization for face recognition", Lecture notes in computer science, Vol.2504,2002.
5. Neo Han Foon, Andrew Teoh Beng Jin and David Ngo Chek Ling, "Face recognition using wavelet transform and non-negative matrix factorization", Lecture Notes in computer science,vol.3339,2004.
6. Zhonglong Zheng, Jie Yang and Yitan Zhu, "Initialization enhancer for non-negative matrix factorization.Engineering Applications of Artificial Intelligence", Vol.20, No.1,pp.101-110, February 2007
7. Changhong Dong, "Matlab image processing and application", National defence Industry Press,2004
8. RichardO.Duda, Peter E.Hart and David G.Stork, "pattern classification ", Machine Press,2006