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Volumn 28, Issue 1, 2016, Pages

Image classification based on mixed deep learning model transfer learning

Author keywords

CNN(Convolutional Neural Networks); Image classification; RBM(Restricted Boltzmann Machines); Softmax; Transfer learning

Indexed keywords


EID: 84960391821     PISSN: 1004731X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (33)

References (21)
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  • 2
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    • USA: MIT Press
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    • Joachims, T.1
  • 4
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    • Image Classification with the Fisher Vector: Theory and Practice
    • S0920-5691
    • Sánchez J, Perronnin F, Mensink T, et al. Image Classification with the Fisher Vector: Theory and Practice [J]. International Journal of Computer Vision (S0920-5691), 2013, 105(3): 222-245.
    • (2013) International Journal of Computer Vision , vol.105 , Issue.3 , pp. 222-245
    • Sánchez, J.1    Perronnin, F.2    Mensink, T.3
  • 8
    • 77952613001 scopus 로고    scopus 로고
    • Notes on Convolutional Neural Networks
    • Germany: Springer International
    • Bouvrie J. Notes on Convolutional Neural Networks [R]// MIT-CBCL Technical Reports. Germany: Springer International, 2006: 38-44.
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    • Bouvrie, J.1
  • 9
    • 84885023116 scopus 로고    scopus 로고
    • Training Restricted Boltzmann Machines: An Introduction
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    • (2014) Pattern Recognition , vol.47 , Issue.1 , pp. 25-39
    • Fischer, A.1    Igel, C.2
  • 12
    • 84906508687 scopus 로고    scopus 로고
    • Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
    • Germany: Springer International
    • He K, Zhang X, Ren S, et al. Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition [M]// Computer Vision-ECCV 2014. Germany: Springer International, 2014: 346-361.
    • (2014) Computer Vision-ECCV 2014 , pp. 346-361
    • He, K.1    Zhang, X.2    Ren, S.3
  • 16
    • 84906489074 scopus 로고    scopus 로고
    • Visualizing and understanding convolutional networks
    • Germany: Springer International Publishing
    • Zeiler M D, Fergus R. Visualizing and understanding convolutional networks[M]//Computer Vision-ECCV 2014. Germany: Springer International Publishing, 2014: 818-833.
    • (2014) Computer Vision-ECCV 2014 , pp. 818-833
    • Zeiler, M.D.1    Fergus, R.2
  • 17
    • 84911449395 scopus 로고    scopus 로고
    • Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks
    • USA: IEEE Computer Society
    • Oquab M, Bottou L, Laptev I, et al. Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks [C]// 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). USA: IEEE Computer Society, 2014: 1717-1724.
    • (2014) 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pp. 1717-1724
    • Oquab, M.1    Bottou, L.2    Laptev, I.3
  • 18
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
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    • Rumelhart D E, Hinton G E, Williams R J. Learning representations by back-propagating errors [J]. Nature (S0028-0836), 1986, 323(6088): 533-536.
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    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 19
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    • Training Products of Experts by Minimizing Contrastive Divergence
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    • Hinton G E. Training Products of Experts by Minimizing Contrastive Divergence [J]. Neural Computation (S0899-7667), 2002, 14(8): 1771-1800.
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    • Hinton, G.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.