메뉴 건너뛰기




Volumn , Issue , 2017, Pages

Training convolutional neural networks for semantic classification of remote sensing imagery

Author keywords

[No Author keywords available]

Indexed keywords

CONVOLUTION; IMAGE CLASSIFICATION; IMAGE RECONSTRUCTION; NEURAL NETWORKS; SEMANTIC WEB; SEMANTICS;

EID: 85020214070     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/JURSE.2017.7924535     Document Type: Conference Paper
Times cited : (114)

References (19)
  • 2
    • 84863038460 scopus 로고    scopus 로고
    • Spatial pyramid co-occurrence for image classification
    • Y. Yang and S. Newsam, "Spatial pyramid co-occurrence for image classification," in IEEE ICCV, 2011, pp. 1465-1472.
    • (2011) IEEE ICCV , pp. 1465-1472
    • Yang, Y.1    Newsam, S.2
  • 3
    • 84890425279 scopus 로고    scopus 로고
    • Unsupervised feature learning for aerial scene classification
    • january
    • A.M. Cheriyadat, "Unsupervised feature learning for aerial scene classification," IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 1, pp. 439-451, january 2014.
    • (2014) IEEE Transactions on Geoscience and Remote Sensing , vol.52 , Issue.1 , pp. 439-451
    • Cheriyadat, A.M.1
  • 4
    • 84881242291 scopus 로고    scopus 로고
    • A hierarchical scheme of multiple feature fusion for high-resolution satellite scene categorization
    • W. Shao, W. Yang, G.-S. Xia, and G. Liu, "A hierarchical scheme of multiple feature fusion for high-resolution satellite scene categorization," in Computer Vision Systems, LNCS, 2013, vol. 7963, pp. 324-333.
    • (2013) Computer Vision Systems, LNCS , vol.7963 , pp. 324-333
    • Shao, W.1    Yang, W.2    Xia, G.-S.3    Liu, G.4
  • 5
    • 85020232524 scopus 로고    scopus 로고
    • Dirichlet-based histogram feature transform for image classification
    • T. Kobayashi, "Dirichlet-based histogram feature transform for image classification," in IEEE CVPR, 2014, pp. 4321-4328.
    • (2014) IEEE CVPR , pp. 4321-4328
    • Kobayashi, T.1
  • 7
    • 84940417790 scopus 로고    scopus 로고
    • Do deep features generalize from everyday objects to remote sensing and aerial scenes domains
    • O.A.B. Penatti, K. Nogueira, and J.A. dos Santos, "Do deep features generalize from everyday objects to remote sensing and aerial scenes domains," in IEEE CVPR Workshops, 2015, pp. 44-51.
    • (2015) IEEE CVPR Workshops , pp. 44-51
    • Penatti, O.A.B.1    Nogueira, K.2    Dos Santos, J.A.3
  • 8
    • 84949921276 scopus 로고    scopus 로고
    • Deep learning earth observation classification using imagenet pretrained networks
    • D. Marmanis, M. Datcu, T. Esch, and U. Stilla, "Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks," IEEE Geoscience and Remote Sensing Letters, vol. 13, pp. 105-110, 2016.
    • (2016) IEEE Geoscience and Remote Sensing Letters , vol.13 , pp. 105-110
    • Marmanis, D.1    Datcu, M.2    Esch, T.3    Stilla, U.4
  • 10
    • 84945898896 scopus 로고    scopus 로고
    • Scene classification via a gradient boosting random convolutional network framework
    • in press
    • F. Zhang, B. Du, and L. Zhang, "Scene classification via a gradient boosting random convolutional network framework," IEEE Transactions on Geoscience and Remote Sensing, in press 2016.
    • (2016) IEEE Transactions on Geoscience and Remote Sensing
    • Zhang, F.1    Du, B.2    Zhang, L.3
  • 14
    • 84876231242 scopus 로고    scopus 로고
    • Imagenet classification with deep convolutional neural networks
    • A. Krizhevsky, I. Sutskever, and G. E. Hinton, "Imagenet classification with deep convolutional neural networks," in NIPS, 2012, pp. 1097-1105.
    • (2012) NIPS , pp. 1097-1105
    • Krizhevsky, A.1    Sutskever, I.2    Hinton, G.E.3
  • 16
    • 0019152630 scopus 로고
    • Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
    • K. Fukushima, "Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position," Biological Cybernetics, vol. 36, no. 4, pp. 193-202, 1980.
    • (1980) Biological Cybernetics , vol.36 , Issue.4 , pp. 193-202
    • Fukushima, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.