메뉴 건너뛰기




Volumn , Issue , 2009, Pages

Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION RATES; CLASSIFICATION SYSTEM; CONVERGENCE TIME; FACE CLASSIFICATION; FACE RECOGNITION SYSTEMS; FUZZY ARTMAP; FUZZY-ARTMAP NEURAL NETWORK; HYPERPARAMETERS; INCREMENTAL LEARNING; LEARNING PROCESS; NEURAL NETWORK CLASSIFIER; OPTIMAL SOLUTIONS; REAL-WORLD; STANDARD VALUES; TRAINING DATA; TRAINING SEQUENCES; TRAINING STRATEGY; VIDEO DATA; VIDEO-BASED FACE RECOGNITION;

EID: 77950578795     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISDA.2009.5356545     Document Type: Conference Paper
Times cited : (9)

References (20)
  • 2
    • 0035312288 scopus 로고    scopus 로고
    • A what-andwhere fusion neural network for recognition and tracking of tultiple radar emitters
    • E. Granger, M. A. Rubin, S. Grossberg, and P. Lavoie, "A what-andwhere fusion neural network for recognition and tracking of tultiple radar emitters, " Neural Networks, vol. 14, pp. 325-344, 2001.
    • (2001) Neural Networks , vol.14 , pp. 325-344
    • Granger, E.1    Rubin, M.A.2    Grossberg, S.3    Lavoie, P.4
  • 4
    • 0025889915 scopus 로고
    • Artmap: Supervised real-time learning and classification of nonstationary data by a selforganizing neural network
    • G. A. Carpenter, S. Grossberg, and J. H. Reynolds, "Artmap: Supervised real-time learning and classification of nonstationary data by a selforganizing neural network, " Neural Networks, vol. 4, pp. 565-588, 1991.
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 6
    • 0037279487 scopus 로고    scopus 로고
    • A novel training scheme for mlps to realize proper generalization and incremental learning
    • D. Chakraborty and N. R. Pal, "A novel training scheme for mlps to realize proper generalization and incremental learning, " IEEE Trans. Neural Netw., vol. 14, no. 1, pp. 1-4, 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.1 , pp. 1-4
    • Chakraborty, D.1    Pal, N.R.2
  • 7
    • 0141684917 scopus 로고    scopus 로고
    • A fast incremental learning algorithm with long-term memory
    • Portland, USA, Jul.
    • K. Okamoto, S. Ozawa, and S. Abe, "A fast incremental learning algorithm with long-term memory, " in IEEE Int'l Joint Conf. on Neural Networks, Portland, USA, Jul. 2003, pp. 102-107.
    • (2003) IEEE Int'l Joint Conf. on Neural Networks , pp. 102-107
    • Okamoto, K.1    Ozawa, S.2    Abe, S.3
  • 8
    • 78149303576 scopus 로고    scopus 로고
    • Incremental learning with support vector machines
    • San Jose, USA, Nov.
    • S. Ruping, "Incremental learning with support vector machines, " in IEEE Int'l Conf. on Data Mining, San Jose, USA, Nov. 2001, pp. 641-642.
    • (2001) IEEE Int'l Conf. on Data Mining , pp. 641-642
    • Ruping, S.1
  • 9
    • 0026923589 scopus 로고
    • Fuzzy artmap: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • G. A. Carpenter, S. Grossberg, N. Markuzon, and J. H. R. D. B. Rosen, "Fuzzy artmap: A neural network architecture for incremental supervised learning of analog multidimensional maps, " IEEE Trans. Neural Netw., vol. 3, no. 5, pp. 698-713, 1992.
    • (1992) IEEE Trans. Neural Netw. , vol.3 , Issue.5 , pp. 698-713
    • Carpenter, G.A.1    Grossberg, S.2    Markuzon, N.3    Rosen, J.H.R.D.B.4
  • 10
    • 45949099157 scopus 로고    scopus 로고
    • Supervised learning of fuzzy artmap neural networks through particle swarm optimization
    • E. Granger, P. Henniges, L. S. Oliveira, and R. Sabourin, "Supervised learning of fuzzy artmap neural networks through particle swarm optimization, " Journal of Pattern Recognition Research, vol. 2, no. 1, pp. 27-60, 2007.
    • (2007) Journal of Pattern Recognition Research , vol.2 , Issue.1 , pp. 27-60
    • Granger, E.1    Henniges, P.2    Oliveira, L.S.3    Sabourin, R.4
  • 13
    • 0031176030 scopus 로고    scopus 로고
    • Stochastic validation for automated tuning of neural network's hyper-paramters
    • 21
    • A. Dubawski, "Stochastic validation for automated tuning of neural network's hyper-paramters, " Robotics and Autonomous Systems, vol. 1997, pp. 83-93, 21.
    • Robotics and Autonomous Systems , vol.1997 , pp. 83-93
    • Dubawski, A.1
  • 14
    • 0242662162 scopus 로고    scopus 로고
    • Adaptive categorization of art networks in robot behavior learning using game-theoretic formulation
    • W. keung Fung and Y. hui Liu, "Adaptive categorization of art networks in robot behavior learning using game-theoretic formulation, " Neural Networks, vol. 16, no. 10, pp. 1403-1420, 2003.
    • (2003) Neural Networks , vol.16 , Issue.10 , pp. 1403-1420
    • Fung, W.K.1    Liu, Y.H.2
  • 15
    • 51749111627 scopus 로고    scopus 로고
    • Comparison of artmap neural networks for classification for face recognition from video
    • Orlando, USA, Aug.
    • M. Barry and E. Granger, "Comparison of artmap neural networks for classification for face recognition from video, " in IEEE Int'l Joint Conf. on Neural Networks, Orlando, USA, 2007 Aug., pp. 2256-2261.
    • (2007) IEEE Int'l Joint Conf. on Neural Networks , pp. 2256-2261
    • Barry, M.1    Granger, E.2
  • 16
    • 56349096860 scopus 로고    scopus 로고
    • A comparison of fuzzy artmap and gaussian artmap neural networks for incremental learning
    • Hong Kong, China, Jun.
    • E. Granger, J.-F. Connolly, and R. Sabourin, "A comparison of fuzzy artmap and gaussian artmap neural networks for incremental learning, " in IEEE Int'l Joint Conf. on Neural Networks, Hong Kong, China, Jun. 2008, pp. 3304-3311.
    • (2008) IEEE Int'l Joint Conf. on Neural Networks , pp. 3304-3311
    • Granger, E.1    Connolly, J.-F.2    Sabourin, R.3
  • 18
    • 34548782238 scopus 로고    scopus 로고
    • Some issues and practices for particle swarms
    • Honolulu, USA, Apr.
    • J. Kennedy, "Some issues and practices for particle swarms, " in IEEE Swarm Intelligence, Honolulu, USA, Apr. 2007, pp. 162-169.
    • (2007) IEEE Swarm Intelligence , pp. 162-169
    • Kennedy, J.1
  • 20
    • 0035680116 scopus 로고    scopus 로고
    • Rapid object detection using a boosted cascade of simple features
    • Kauai, USA, Dec.
    • P. Viola and M. Jones, "Rapid object detection using a boosted cascade of simple features, " in IEEE Proc. Conf. Computer Vision and Pattern Recognition, Kauai, USA, Dec.2001, pp. 511-518.
    • (2001) IEEE Proc. Conf. Computer Vision and Pattern Recognition , pp. 511-518
    • Viola, P.1    Jones, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.