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Volumn , Issue , 2010, Pages

Analysis of PCA based feature vectors for SVM posture classification

Author keywords

Decision boundary; Eigenpostures; Matlab Quadratics Programming (QP) solver; Sequential Minimal Optimization (SMO); Support Vector Machines (SVM)

Indexed keywords

CPU TIME; DECISION BOUNDARY; EIGENPOSTURES; EIGENVALUES; FEATURE VECTORS; HUMAN BODY POSTURES; HUMAN POSTURES; HUMAN STANDING; MEASURED PARAMETERS; POSTURE CLASSIFICATION; SEQUENTIAL MINIMAL OPTIMIZATION; STANDING POSTURE; SUPPORT VECTOR MACHINE TECHNIQUES; SUPPORT VECTOR MACHINES (SVM); SVM CLASSIFIERS; TRAINING PROCESS;

EID: 77956517406     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSPA.2010.5545268     Document Type: Conference Paper
Times cited : (8)

References (19)
  • 9
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • B. Schdlkopi, C.1.C Burges. and A.J. Smala. editors. MIT Press, Cambridge. MA
    • J. Platt, "Fast training of support vector machines using sequential minimal optimization:' in Advances in Kemrl Marhods - Support Vector Laming, B. Schdlkopi, C.1.C Burges. and A.J. Smala. editors, pages 185-208. MIT Press, Cambridge. MA, 1999.
    • (1999) Advances in Kemrl Marhods - Support Vector Laming , pp. 185-208
    • Platt, J.1
  • 13
    • 37349041958 scopus 로고    scopus 로고
    • Support vector machines for pattern classification
    • Springer
    • Shiego Abe, "Support vector machines for pattern classification" Advances in Pattern Recognition, Springer 2005.
    • (2005) Advances in Pattern Recognition
    • Abe, S.1
  • 17
    • 33845418028 scopus 로고
    • On the solution of large qp problems with bound constraints
    • More, J. and Toraldo, G. (1991a). On the solution of large qp problems with bound constraints. SIAM J. Optimization.
    • (1991) SIAM J. Optimization
    • More, J.1    Toraldo, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.