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Volumn 2017-January, Issue , 2017, Pages 5435-5443

Full resolution image compression with recurrent neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; ELECTRIC DISTORTION; ENTROPY; IMAGE CODING; LONG SHORT-TERM MEMORY; NETWORK ARCHITECTURE; SIGNAL DISTORTION;

EID: 85042111535     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2017.577     Document Type: Conference Paper
Times cited : (853)

References (20)
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    • J. Ballé, V. Laparra, and E. P. Simoncelli. End-to-end optimization of nonlinear transform codes for perceptual quality. In Picture Coding Symposium, 2016.
    • (2016) Picture Coding Symposium
    • Ballé, J.1    Laparra, V.2    Simoncelli, E.P.3
  • 4
    • 85029355144 scopus 로고    scopus 로고
    • Fast and accurate deep network learning by exponential linear units (elus)
    • D. Clevert, T. Unterthiner, and S. Hochreiter. Fast and accurate deep network learning by exponential linear units (elus). CoRR, abs/1511.07289, 2015.
    • (2015) CoRR
    • Clevert, D.1    Unterthiner, T.2    Hochreiter, S.3
  • 7
    • 85044457138 scopus 로고    scopus 로고
    • A modified psnr metric based on hvs for quality assessment of color images
    • P. Gupta, P. Srivastava, S. Bhardwaj, and V. Bhateja. A modified psnr metric based on hvs for quality assessment of color images. IEEEXplore, 2011.
    • (2011) IEEEXplore
    • Gupta, P.1    Srivastava, P.2    Bhardwaj, S.3    Bhateja, V.4
  • 9
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • G. E. Hinton and R. R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 11
    • 85083951076 scopus 로고    scopus 로고
    • Adam: A method for stochastic optimization
    • D. P. Kingma and J. Ba. Adam: A method for stochastic optimization. CoRR, abs/1412.6980, 2014.
    • (2014) CoRR
    • Kingma, D.P.1    Ba, J.2
  • 19
    • 4143089652 scopus 로고    scopus 로고
    • Multiscale structural similarity for image quality assessment
    • Conference Record of the Thirty-Seventh Asilomar Conference on Ieee
    • Z. Wang, E. P. Simoncelli, and A. C. Bovik. Multiscale structural similarity for image quality assessment. In Signals, Systems and Computers, 2004. Conference Record of the Thirty-Seventh Asilomar Conference on, Volume 2, pages 1398-1402. Ieee, 2003.
    • (2003) Signals, Systems and Computers, 2004 , vol.2 , pp. 1398-1402
    • Wang, Z.1    Simoncelli, E.P.2    Bovik, A.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.