메뉴 건너뛰기




Volumn 3663, Issue , 2005, Pages 334-341

Comparison of multiclass SVM decomposition schemes for visual object recognition

Author keywords

[No Author keywords available]

Indexed keywords

CAMERAS; DATABASE SYSTEMS; GRAPH THEORY; NONLINEAR SYSTEMS; PROBLEM SOLVING; TREES (MATHEMATICS);

EID: 27244456854     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11550518_42     Document Type: Conference Paper
Times cited : (16)

References (20)
  • 2
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes and V. Vapnik. Support Vector Networks. Machine Learning, 20:273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 3
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • T. G. Dietterich and G. Bakiri. Solving multiclass learning problems via error-correcting output codes. Jour. of Artificial Intelligence Research, 2:263-286, 1995.
    • (1995) Jour. of Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 5
    • 26444459159 scopus 로고    scopus 로고
    • Learning object recognition in a NeuroBotic system
    • Horst-Michael Groß, Klaus Debes, and Hans-Joachim Böhme, editors. VDI, Dsseldorf
    • R. Fay, U. Kaufmann, F. Schwenker, and G. Palm. Learning Object Recognition in a NeuroBotic System. In Horst-Michael Groß, Klaus Debes, and Hans-Joachim Böhme, editors, 3rd Workshop on Self Organization of AdaptiVE Behavior SOAVE 2004, pages 198-209. VDI, Dsseldorf, 2004.
    • (2004) 3rd Workshop on Self Organization of AdaptiVE Behavior SOAVE 2004 , pp. 198-209
    • Fay, R.1    Kaufmann, U.2    Schwenker, F.3    Palm, G.4
  • 7
    • 0003440665 scopus 로고    scopus 로고
    • Another approach to polychotomous classification
    • Stanford University, Department of Statistics
    • J.H. Friedman. Another approach to polychotomous classification. Technical report, Stanford University, Department of Statistics, 1996.
    • (1996) Technical Report
    • Friedman, J.H.1
  • 10
    • 0002229304 scopus 로고    scopus 로고
    • Pairwise classification and support vector machines
    • B. Schölkopf, C. Burges, and A. Smola, editors, chapter 15. The MIT Press
    • U. Kreßel. Pairwise classification and support vector machines. In B. Schölkopf, C. Burges, and A. Smola, editors, Advances in Kernel Methods, chapter 15, pages 255-268. The MIT Press, 1999.
    • (1999) Advances in Kernel Methods , pp. 255-268
    • Kreßel, U.1
  • 11
    • 0030737097 scopus 로고    scopus 로고
    • Face recognition: A convolutional neural network approach
    • S. Lawrence, L. Giles, A. C. Tsoi, and A. D. Back. Face recognition: A convolutional neural network approach. IEEE TNN, 8(1):98-113, 1997.
    • (1997) IEEE TNN , vol.8 , Issue.1 , pp. 98-113
    • Lawrence, S.1    Giles, L.2    Tsoi, A.C.3    Back, A.D.4
  • 12
    • 0031570069 scopus 로고    scopus 로고
    • SEEMORE: Combining color, shape and texture histogramming in a neurally-inspired approach to visual object recognition
    • B. W. Mel. SEEMORE: Combining color, shape and texture histogramming in a neurally-inspired approach to visual object recognition. Neural Computation, 9(4):777-804, 1997.
    • (1997) Neural Computation , vol.9 , Issue.4 , pp. 777-804
    • Mel, B.W.1
  • 13
    • 0003840341 scopus 로고    scopus 로고
    • Columbia object image library
    • Columbia University
    • S. Nene, S. Nayar, and H. Murase. Columbia Object Image Library. Technical Report CUCS-005-96 and CUCS-006-96, Columbia University, 1996.
    • (1996) Technical Report , vol.CUCS-005-96 AND CUCS-006-96
    • Nene, S.1    Nayar, S.2    Murase, H.3
  • 14
    • 5044236501 scopus 로고    scopus 로고
    • Cue integration through discriminative accumulation
    • M. E. Nilsback and B. Caputo. Cue integration through discriminative accumulation. In CVPR (2), pages 578-585, 2004.
    • (2004) CVPR , Issue.2 , pp. 578-585
    • Nilsback, M.E.1    Caputo, B.2
  • 15
    • 0004322632 scopus 로고    scopus 로고
    • Sequential minimal optimization: A fast algorithm for training SVMs
    • Microsoft Research
    • J. C. Platt. Sequential Minimal Optimization: A Fast Algorithm for Training SVMs. Technical Report MSR-TR-98-14, Microsoft Research, 1998.
    • (1998) Technical Report , vol.MSR-TR-98-14
    • Platt, J.C.1
  • 16
    • 84888364466 scopus 로고    scopus 로고
    • Large margin DAGS for multiclass classification
    • S.A. Solla, T.K. Leen, and K.-R. Mueller, editors
    • J. C. Platt, N. Cristianini, and J. Shawe-Taylor. Large Margin DAGS for Multiclass Classification. In S.A. Solla, T.K. Leen, and K.-R. Mueller, editors, Advances in Neural Information Processing Systems 12, pages 547-553, 2000.
    • (2000) Advances in Neural Information Processing Systems , vol.12 , pp. 547-553
    • Platt, J.C.1    Cristianini, N.2    Shawe-Taylor, J.3
  • 19
    • 84945270700 scopus 로고    scopus 로고
    • Solving multi-class pattern recognition problems with tree structured support vector machines
    • B. Radig and S. Florczyk, editors. Springer
    • F. Schwenker. Solving Multi-Class Pattern Recognition Problems with Tree Structured Support Vector Machines. In B. Radig and S. Florczyk, editors, Mustererkennung 2001, pages 283-290. Springer, 2001.
    • (2001) Mustererkennung 2001 , pp. 283-290
    • Schwenker, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.