메뉴 건너뛰기




Volumn , Issue , 2012, Pages 379-384

Semi-supervised Hopfield-Type Neural Network for change detection in remotely sensed images

Author keywords

Change detection; Hopfield neural network; multi temporal images; Semi supervised learning

Indexed keywords

CHANGE DETECTION; HOPFIELD TYPE NEURAL NETWORKS; K-NEAREST NEIGHBORS; LABEL INFORMATION; MULTI-TEMPORAL; MULTI-TEMPORAL IMAGE; REMOTELY SENSED IMAGES; SEMI-SUPERVISED; SEMI-SUPERVISED LEARNING; STATE OF THE ART;

EID: 84862061382     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RAIT.2012.6194450     Document Type: Conference Paper
Times cited : (2)

References (18)
  • 1
    • 0024855524 scopus 로고
    • Digital change detection techniques using remotely-sensed data
    • A. Singh, "Digital change detection techniques using remotely-sensed data," International Journal of Remote Sensing, vol. 10, no. 6, pp. 989-1003, 1989.
    • (1989) International Journal of Remote Sensing , vol.10 , Issue.6 , pp. 989-1003
    • Singh, A.1
  • 4
    • 33847695328 scopus 로고    scopus 로고
    • A context-sensitive technique for unsupervised change detection based on hopfield-type neural networks
    • S. Ghosh, L. Bruzzone, S. Patra, F. Bovolo, and A. Ghosh, "A context-sensitive technique for unsupervised change detection based on Hopfield-type neural networks," IEEE Transactions on Geoscience & Remote Sensing, vol. 45, no. 3, pp. 778-789, 2007.
    • (2007) IEEE Transactions on Geoscience & Remote Sensing , vol.45 , Issue.3 , pp. 778-789
    • Ghosh, S.1    Bruzzone, L.2    Patra, S.3    Bovolo, F.4    Ghosh, A.5
  • 5
    • 58849092857 scopus 로고    scopus 로고
    • An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network
    • S. Ghosh, S. Patra, and A. Ghosh, "An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network," International Journal of Approximate Reasoning, vol. 50, no. 1, pp. 37-50, 2009.
    • (2009) International Journal of Approximate Reasoning , vol.50 , Issue.1 , pp. 37-50
    • Ghosh, S.1    Patra, S.2    Ghosh, A.3
  • 6
    • 78649892044 scopus 로고    scopus 로고
    • Fuzzy clustering algorithms for unsupervised change detection in remote sensing images
    • A. Ghosh, N. S. Mishra, and S. Ghosh, "Fuzzy clustering algorithms for unsupervised change detection in remote sensing images," Information Sciences, vol. 181, no. 4, pp. 699-715, 2011.
    • (2011) Information Sciences , vol.181 , Issue.4 , pp. 699-715
    • Ghosh, A.1    Mishra, N.S.2    Ghosh, S.3
  • 7
    • 0036699475 scopus 로고    scopus 로고
    • An image change detection algorithm based on Markov random field models
    • T. Kasetkasem and P. K. Varshney, "An image change detection algorithm based on Markov random field models," IEEE Transactions on Geoscience & Remote Sensing, vol. 40, no. 8, pp. 1815-1823, 2002.
    • (2002) IEEE Transactions on Geoscience & Remote Sensing , vol.40 , Issue.8 , pp. 1815-1823
    • Kasetkasem, T.1    Varshney, P.K.2
  • 11
    • 0035576170 scopus 로고    scopus 로고
    • Using unlabelled data to train a multilayer perceptron
    • A. Verikas, A. Gelzinis, and K. Malmqvist, "Using unlabelled data to train a multilayer perceptron," Neural Processing Letters, vol. 14, no. 3, pp. 179-201, 2001.
    • (2001) Neural Processing Letters , vol.14 , Issue.3 , pp. 179-201
    • Verikas, A.1    Gelzinis, A.2    Malmqvist, K.3
  • 12
    • 52649112718 scopus 로고    scopus 로고
    • Change detection of remote sensing images with semi-supervised multilayer perceptron
    • S. Patra, S. Ghosh, and A. Ghosh, "Change detection of remote sensing images with semi-supervised multilayer perceptron," Fundamenta Informaticae, vol. 84, pp. 429-442, 2008.
    • (2008) Fundamenta Informaticae , vol.84 , pp. 429-442
    • Patra, S.1    Ghosh, S.2    Ghosh, A.3
  • 13
    • 79960146587 scopus 로고    scopus 로고
    • Modified self-organizing feature map neural network with semi-supervision for change detection in remotely sensed images
    • Vol. LNCS 6744. Moscow, Russia: Springer
    • S. Ghosh and M. Roy, "Modified self-organizing feature map neural network with semi-supervision for change detection in remotely sensed images," in Proceedings 4th International Conference on Pattern Recognition and Machine Intelligence (PReMI'11), vol. LNCS 6744. Moscow, Russia: Springer, 2011, pp. 98-103.
    • (2011) Proceedings 4th International Conference on Pattern Recognition and Machine Intelligence (PReMI'11) , pp. 98-103
    • Ghosh, S.1    Roy, M.2
  • 15
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • United States of America
    • J. J. Hopfield, "Neural networks and physical systems with emergent collective computational abilities," in Proceedings the National Academy of Sciences of the United States of America, vol. 79, no. 8, United States of America, 1982, pp. 2554-2558.
    • (1982) Proceedings the National Academy of Sciences of the United States of America , vol.79 , Issue.8 , pp. 2554-2558
    • Hopfield, J.J.1
  • 16
    • 0004469897 scopus 로고
    • Neurons with graded response have collective computational properties like those of two state neurons
    • United States of America
    • -, "Neurons with graded response have collective computational properties like those of two state neurons," in Proceedings the National Academy of Sciences of the United States of America, vol. 81, United States of America, 1984, pp. 3088-3092.
    • (1984) Proceedings the National Academy of Sciences of the United States of America , vol.81 , pp. 3088-3092
    • Hopfield, J.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.