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Volumn , Issue , 2009, Pages 850-854

A support vector machines approach for efficient facial expression recognition

Author keywords

Facial expression recognition; Gabor filters; Image retrieval; Support Vector Machines

Indexed keywords

2-D GABOR FILTER; CONTENT BASED IMAGE RETRIEVAL; DEVELOPED MODEL; EXISTING METHOD; FACIAL EXPRESSION RECOGNITION; FEATURE VECTORS; GABOR FILTER; GABOR FILTERS; IMPLEMENTATION COMPLEXITY; NOVEL METHODOLOGY; ROBUST TECHNIQUE; SUPPORT VECTOR;

EID: 73849126935     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ARTCom.2009.91     Document Type: Conference Paper
Times cited : (21)

References (12)
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    • Feb
    • Lekshmi.V.Preseeda and M.Sasikumar, " Facial Expression recognition from Global and a combination of Local Features", IETE Technical Review, Feb 2008
    • (2008) IETE Technical Review
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  • 3
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    • Belhumeur.P.N, Hespanha.J.P & Kriegman.D.J. (1997) Eigen faces Vs. Fischer Faces: Recognition Using Class Specific Linear Projection, IEEETrans. On Pattern Analysis and Machine Intelligence. 15 (7) 711-720.
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    • Nefian.A.V & HayesIII.M.H (1999). An Embedded HMM based approach for Face detection and Recognition, Proc. IEEE In'l Conf. Acoustics, Speech and Signal processing. Vol.6.3553-35556.
  • 7
    • 0036543747 scopus 로고    scopus 로고
    • Liu. C & Wechsler. H (2002). Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition. IEEE Trans. Image Processing, 11.467-476
    • Liu. C & Wechsler. H (2002). Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition. IEEE Trans. Image Processing, Vol. 11.467-476
  • 8
    • 0031187271 scopus 로고    scopus 로고
    • Essa I.A & Pentland. (1997). A.P. Coding analysis interpretation and recognition of facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence. 19 (7). 757-763.
    • Essa I.A & Pentland. (1997). A.P. Coding analysis interpretation and recognition of facial expressions. IEEE Transactions on Pattern Analysis and Machine Intelligence. 19 (7). 757-763.
  • 9
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    • Praseeda Lekshmi.V, Sasikumar.M & Naveen.S. (August 2008) Facial Expression Analysis from Enhanced edge Images using Gabor Wavelets. Proc. International Symposium on Information Technology, IEEE Xplore Digital Library.1115-1120.
    • Praseeda Lekshmi.V, Sasikumar.M & Naveen.S. (August 2008) Facial Expression Analysis from Enhanced edge Images using Gabor Wavelets. Proc. International Symposium on Information Technology, IEEE Xplore Digital Library.1115-1120.
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    • for help in Matlab
    • www.mathworks.com, for help in Matlab
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    • Lib-SVM 2.89 & SVM Light - open source tools for SVM formulation.
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    • K.P.Soman, Loganathan.R, V.Ajay Machine Learning with SVM and other Kernel Methods, Prentice Hall of India
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.