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Volumn 6, Issue 10, 2015, Pages 745-754

Object recognition in remote sensing images using sparse deep belief networks

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; IMAGE RECONSTRUCTION; LEARNING ALGORITHMS; LEARNING SYSTEMS; OBJECT RECOGNITION; PIXELS;

EID: 84940765932     PISSN: 2150704X     EISSN: 21507058     Source Type: Journal    
DOI: 10.1080/2150704X.2015.1072288     Document Type: Article
Times cited : (45)

References (18)
  • 1
    • 84864073449 scopus 로고    scopus 로고
    • Greedy Layer-Wise Training of Deep Networks
    • edited by B. Schoelkopf, et al. Cambridge, MA: MIT Press
    • Bengio, Y., P. Lamblin, D. Popovici, and H. Larochelle. 2007. "Greedy Layer-Wise Training of Deep Networks." In Advances in Neural Information Processing Systems, Vol. 19, edited by B. Schoelkopf, et al., 153-160. Cambridge, MA: MIT Press.
    • (2007) Advances in Neural Information Processing Systems , vol.19 , pp. 153-160
    • Bengio, Y.1    Lamblin, P.2    Popovici, D.3    Larochelle, H.4
  • 3
    • 84901322878 scopus 로고    scopus 로고
    • Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks
    • Chen, X., S. Xiang, C.-L. Liu, and C.-H. Pan. 2014. "Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks." IEEE Geoscience and Remote Sensing Letters 11 (10): 1797-1801. doi:10.1109/LGRS.2014.2309695.
    • (2014) IEEE Geoscience and Remote Sensing Letters , vol.11 , Issue.10 , pp. 1797-1801
    • Chen, X.1    Xiang, S.2    Liu, C.-L.3    Pan, C.-H.4
  • 5
    • 0024053929 scopus 로고
    • Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compression
    • Daugman, J. G. 1988. "Complete Discrete 2-D Gabor Transforms by Neural Networks for Image Analysis and Compression." IEEE Transactions on Acoustics, Speech, and Signal Processing 36 (7): 1169-1179. doi:10.1109/29.1644.
    • (1988) IEEE Transactions on Acoustics, Speech, and Signal Processing , vol.36 , Issue.7 , pp. 1169-1179
    • Daugman, J.G.1
  • 9
    • 0013344078 scopus 로고    scopus 로고
    • Training Products of Experts by Minimizing Contrastive Divergence
    • Hinton, G. 2002. "Training Products of Experts by Minimizing Contrastive Divergence." Neural Computation 14 (8): 1771-1800. doi:10.1162/089976602760128018.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.1
  • 10
    • 84872506495 scopus 로고    scopus 로고
    • A Practical Guide to Training Restricted Boltzmann Machines
    • edited by G. Montavon, G. Orr, and K.-R. Müller Berlin: Springer
    • Hinton, G. 2012. "A Practical Guide to Training Restricted Boltzmann Machines." In Neural Networks: Tricks of the Trade, edited by G. Montavon, G. Orr, and K.-R. Müller, 599-619. Berlin: Springer.
    • (2012) Neural Networks: Tricks of the Trade , pp. 599-619
    • Hinton, G.1
  • 11
    • 33745805403 scopus 로고    scopus 로고
    • A Fast Learning Algorithm for Deep Belief Nets
    • Hinton, G., S. Osindero, and Y.-W. Teh. 2006. "A Fast Learning Algorithm for Deep Belief Nets." Neural Computation 18 (7): 1527-1554. doi:10.1162/neco.2006.18.7.1527.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.1    Osindero, S.2    Teh, Y.-W.3
  • 12
    • 84870568572 scopus 로고    scopus 로고
    • Aircraft Recognition in High-Resolution Satellite Images Using Coarse-to-Fine Shape Prior
    • Liu, G., X. Sun, K. Fu, and H. Wang. 2013. "Aircraft Recognition in High-Resolution Satellite Images Using Coarse-to-Fine Shape Prior." IEEE Geoscience and Remote Sensing Letters 10 (3): 573-577. doi:10.1109/LGRS.2012.2214022.
    • (2013) IEEE Geoscience and Remote Sensing Letters , vol.10 , Issue.3 , pp. 573-577
    • Liu, G.1    Sun, X.2    Fu, K.3    Wang, H.4
  • 13
    • 67651146358 scopus 로고    scopus 로고
    • Two Specific Multiple-Level-Set Models for High-Resolution Remote-Sensing Image Classification
    • Ma, H., and Y. Yang. 2009. "Two Specific Multiple-Level-Set Models for High-Resolution Remote-Sensing Image Classification." IEEE Geoscience and Remote Sensing Letters 6 (3): 558-561. doi:10.1109/LGRS.2009.2021166.
    • (2009) IEEE Geoscience and Remote Sensing Letters , vol.6 , Issue.3 , pp. 558-561
    • Ma, H.1    Yang, Y.2
  • 15
    • 84864069017 scopus 로고    scopus 로고
    • Efficient Learning of Sparse Representations with an Energy-Based Model
    • edited by B. Schoelkopf, et al. Cambridge, MA: MIT Press
    • Ranzato, M., C. Poultney, S. Chopra, and Y. L. Cun. 2007. "Efficient Learning of Sparse Representations with an Energy-Based Model." In Advances in Neural Information Processing Systems, Vol. 19, edited by B. Schoelkopf, et al., 1137-1144. Cambridge, MA: MIT Press.
    • (2007) Advances in Neural Information Processing Systems , vol.19 , pp. 1137-1144
    • Ranzato, M.1    Poultney, C.2    Chopra, S.3    Cun, Y.L.4
  • 17
    • 77951204518 scopus 로고    scopus 로고
    • Object Classification of Aerial Images with Bag-of-Visual Words
    • Sheng, X., T. Fang, D. Li, and S. Wang. 2010. "Object Classification of Aerial Images with Bag-of-Visual Words." IEEE Geoscience and Remote Sensing Letters 7 (2): 366-370. doi:10.1109/LGRS.2009.2035644.
    • (2010) IEEE Geoscience and Remote Sensing Letters , vol.7 , Issue.2 , pp. 366-370
    • Sheng, X.1    Fang, T.2    Li, D.3    Wang, S.4
  • 18
    • 84655169282 scopus 로고    scopus 로고
    • Automatic Target Detection in High-Resolution Remote Sensing Images Using Spatial Sparse Coding Bag-of-Words Model
    • Sun, H., X. Sun, H. Wang, Y. Li, and X. Li. 2012. "Automatic Target Detection in High-Resolution Remote Sensing Images Using Spatial Sparse Coding Bag-of-Words Model." IEEE Geoscience and Remote Sensing Letters 9 (1): 109-113. doi:10.1109/LGRS.2011.2161569.
    • (2012) IEEE Geoscience and Remote Sensing Letters , vol.9 , Issue.1 , pp. 109-113
    • Sun, H.1    Sun, X.2    Wang, H.3    Li, Y.4    Li, X.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.