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Volumn , Issue , 2012, Pages 2392-2399

Image denoising: Can plain neural networks compete with BM3D?

Author keywords

[No Author keywords available]

Indexed keywords

DENOISING METHODS; IMAGE DENOISING METHODS; IMAGE PATCHES; LARGE IMAGE DATABASE; MULTI LAYER PERCEPTRON; NOISY IMAGE; TRAINING DATA;

EID: 84866679588     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6247952     Document Type: Conference Paper
Times cited : (1396)

References (28)
  • 1
    • 33750383209 scopus 로고    scopus 로고
    • K-svd: An algorithm for designing overcomplete dictionaries for sparse representation
    • M. Aharon, M. Elad, and A. Bruckstein. K-svd: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11):4311-4322, 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4311-4322
    • Aharon, M.1    Elad, M.2    Bruckstein, A.3
  • 2
    • 33645653318 scopus 로고    scopus 로고
    • A review of image denoising algorithms, with a new one
    • A. Buades, C. Coll, and J. Morel. A review of image denoising algorithms, with a new one. Multiscale Modeling and Simulation, 4(2):490-530, 2005.
    • (2005) Multiscale Modeling and Simulation , vol.4 , Issue.2 , pp. 490-530
    • Buades, A.1    Coll, C.2    Morel, J.3
  • 4
    • 33751379736 scopus 로고    scopus 로고
    • Image denoising via sparse and redundant representations over learned dictionaries
    • M. Elad and M. Aharon. Image denoising via sparse and redundant representations over learned dictionaries. IEEE Transactions on Image Processing, 15(12):3736-3745, 2006.
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.12 , pp. 3736-3745
    • Elad, M.1    Aharon, M.2
  • 7
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. Hinton, S. Osindero, and Y. Teh. A fast learning algorithm for deep belief nets. Neural Computation, 18(7):1527-1554, 2006.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.1    Osindero, S.2    Teh, Y.3
  • 8
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, M. Stinchcombe, and H. White. Multilayer feedforward networks are universal approximators. Neural Networks, 2(5):359-366, 1989.
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 10
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and H. P. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • Lecun, Y.1    Bottou, L.2    Bengio, Y.3    P, H.4
  • 14
    • 79551510865 scopus 로고    scopus 로고
    • Optimal inversion of the anscombe transformation in low-count poisson image denoising
    • M. Mäkitalo and A. Foi. Optimal inversion of the anscombe transformation in low-count poisson image denoising. IEEE Transactions on Image Processing, 20:99-109, 2011.
    • (2011) IEEE Transactions on Image Processing , vol.20 , pp. 99-109
    • Mäkitalo, M.1    Foi, A.2
  • 15
    • 0034850577 scopus 로고    scopus 로고
    • A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
    • July
    • D. Martin, C. Fowlkes, D. Tal, and J. Malik. A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics. In Proc. 8th International Conference on Computer Vision (ICCV), volume 2, pages 416-423, July 2001.
    • (2001) Proc. 8th International Conference on Computer Vision (ICCV) , vol.2 , pp. 416-423
    • Martin, D.1    Fowlkes, C.2    Tal, D.3    Malik, J.4
  • 16
    • 0035251713 scopus 로고    scopus 로고
    • Enhancement of jpeg-compressed images by re-application of jpeg
    • A. Nosratinia. Enhancement of jpeg-compressed images by re-application of jpeg. The Journal of VLSI Signal Processing, 27(1):69-79, 2001.
    • (2001) The Journal of VLSI Signal Processing , vol.27 , Issue.1 , pp. 69-79
    • Nosratinia, A.1
  • 17
    • 7044257117 scopus 로고    scopus 로고
    • A biologically inspired algorithm for the recovery of shading and reflectance images
    • A. Olmos et al. A biologically inspired algorithm for the recovery of shading and reflectance images. Perception, 33(12):1463, 2004.
    • (2004) Perception , vol.33 , Issue.12 , pp. 1463
    • Olmos, A.1
  • 21
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • D. Rumelhart, G. Hinton, and R. Williams. Learning representations by back-propagating errors. Nature, 323(6088):533-536, 1986.
    • (1986) Nature , vol.323 , Issue.6088 , pp. 533-536
    • Rumelhart, D.1    Hinton, G.2    Williams, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.