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Volumn , Issue , 2015, Pages 1278-1281

Reduced reference image quality assessment via Boltzmann Machines

Author keywords

Deep Learning; Quality of Experience; Reduced Reference Image Quality Assessment; Restricted Boltzmann Machine; Similarity Measure

Indexed keywords

DEEP LEARNING; LEARNING SYSTEMS; NETWORK MANAGEMENT; QUALITY CONTROL; QUALITY OF SERVICE; STOCHASTIC SYSTEMS;

EID: 84942645422     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INM.2015.7140481     Document Type: Conference Paper
Times cited : (19)

References (26)
  • 1
    • 50549092673 scopus 로고    scopus 로고
    • The evolution of video quality measurement: From PSNR to hybrid metrics
    • Sep
    • S. Winkler and P. Mohandas, "The evolution of video quality measurement: From PSNR to hybrid metrics," IEEE Transactions on Broadcasting, vol. 54, no. 3, pp. 660-668, Sep. 2008.
    • (2008) IEEE Transactions on Broadcasting , vol.54 , Issue.3 , pp. 660-668
    • Winkler, S.1    Mohandas, P.2
  • 2
    • 80053109442 scopus 로고    scopus 로고
    • The value of relative quality in video delivery
    • Sep
    • V. Menkovski, G. Exarchakos, and A. Liotta, "The value of relative quality in video delivery," J. Mob. Multimed., vol. 7, no. 3, pp. 151-162, Sep. 2011.
    • (2011) J. Mob. Multimed , vol.7 , Issue.3 , pp. 151-162
    • Menkovski, V.1    Exarchakos, G.2    Liotta, A.3
  • 3
    • 79953081343 scopus 로고    scopus 로고
    • Quality of experience models for multimedia streaming
    • V. Menkovski, G. Exarchakos, A. Liotta, and A. C. Sanchez, "Quality of experience models for multimedia streaming." IJMCMC, vol. 2, no. 4, pp. 1-20, 2010.
    • (2010) IJMCMC , vol.2 , Issue.4 , pp. 1-20
    • Menkovski, V.1    Exarchakos, G.2    Liotta, A.3    Sanchez, A.C.4
  • 4
    • 84865861251 scopus 로고    scopus 로고
    • Adaptive psychometric scaling for video quality assessment
    • Sep
    • V. Menkovski and A. Liotta, "Adaptive psychometric scaling for video quality assessment," Image Commun., vol. 27, no. 8, pp. 788-799, Sep. 2012.
    • (2012) Image Commun , vol.27 , Issue.8 , pp. 788-799
    • Menkovski, V.1    Liotta, A.2
  • 5
    • 84880983666 scopus 로고    scopus 로고
    • The cognitive NET is coming
    • Aug
    • A. Liotta, "The cognitive NET is coming," IEEE Spectrum, vol. 50, no. 8, pp. 26-31, Aug. 2013.
    • (2013) IEEE Spectrum , vol.50 , Issue.8 , pp. 26-31
    • Liotta, A.1
  • 8
    • 85032752383 scopus 로고    scopus 로고
    • Applications of objective image quality assessment methods [applications corner]
    • Z. Wang, "Applications of objective image quality assessment methods [applications corner]," Signal Processing Magazine, IEEE, vol. 28, no. 6, pp. 137-142, 2011.
    • (2011) Signal Processing Magazine, IEEE , vol.28 , Issue.6 , pp. 137-142
    • Wang, Z.1
  • 9
    • 77952633044 scopus 로고    scopus 로고
    • Study of subjective and objective quality assessment of video
    • Jun
    • K. Seshadrinathan, R. Soundararajan, A. C. Bovik, and L. K. Cormack, "Study of subjective and objective quality assessment of video," Trans. Img. Proc., vol. 19, no. 6, pp. 1427-1441, Jun. 2010.
    • (2010) Trans. Img. Proc , vol.19 , Issue.6 , pp. 1427-1441
    • Seshadrinathan, K.1    Soundararajan, R.2    Bovik, A.C.3    Cormack, L.K.4
  • 11
    • 79951514847 scopus 로고    scopus 로고
    • Visual quality assessment algorithms: What does the future hold
    • Jan
    • A. K. Moorthy and A. C. Bovik, "Visual quality assessment algorithms: What does the future hold?" Multimedia Tools Appl., vol. 51, no. 2, pp. 675-696, Jan. 2011.
    • (2011) Multimedia Tools Appl , vol.51 , Issue.2 , pp. 675-696
    • Moorthy, A.K.1    Bovik, A.C.2
  • 12
    • 84878704189 scopus 로고    scopus 로고
    • Seven challenges in image quality assessment: Past, present, and future research
    • D. M. Chandler, "Seven challenges in image quality assessment: Past, present, and future research," ISRN Signal Processing, 2013.
    • (2013) ISRN Signal Processing
    • Chandler, D.M.1
  • 13
    • 84864134076 scopus 로고    scopus 로고
    • Reduced-reference image quality assessment by structural similarity estimation
    • A. Rehman and Z. Wang, "Reduced-reference image quality assessment by structural similarity estimation." IEEE Transactions on Image Processing, vol. 21, no. 8, pp. 3378-3389, 2012.
    • (2012) IEEE Transactions on Image Processing , vol.21 , Issue.8 , pp. 3378-3389
    • Rehman, A.1    Wang, Z.2
  • 18
    • 76549113942 scopus 로고    scopus 로고
    • Most apparent distortion: Fullreference image quality assessment and the role of strategy
    • E. C. Larson and D. M. Chandler, "Most apparent distortion: fullreference image quality assessment and the role of strategy." J. Electronic Imaging, vol. 19, no. 1, p. 011006, 2010.
    • (2010) J. Electronic Imaging , vol.19 , Issue.1 , pp. 011006
    • Larson, E.C.1    Chandler, D.M.2
  • 19
    • 0000329993 scopus 로고
    • Information processing in dynamical systems: Foundations of harmony theory
    • D. E. Rumelhart, J. L. McClelland et al., Eds. Cambridge: MIT Press
    • P. Smolensky, "Information processing in dynamical systems: Foundations of harmony theory," in Parallel Distributed Processing: Volume 1: Foundations, D. E. Rumelhart, J. L. McClelland et al., Eds. Cambridge: MIT Press, 1987, pp. 194-281.
    • (1987) Parallel Distributed Processing: Volume 1: Foundations , pp. 194-281
    • Smolensky, P.1
  • 20
    • 79955836081 scopus 로고    scopus 로고
    • Two distributedstate models for generating high-dimensional time series
    • G. W. Taylor, G. E. Hinton, and S. T. Roweis, "Two distributedstate models for generating high-dimensional time series," Journal of Machine Learning Research, vol. 12, pp. 1025-1068, 2011.
    • (2011) Journal of Machine Learning Research , vol.12 , pp. 1025-1068
    • Taylor, G.W.1    Hinton, G.E.2    Roweis, S.T.3
  • 21
    • 69349090197 scopus 로고    scopus 로고
    • Learning deep architectures for ai
    • Jan
    • Y. Bengio, "Learning deep architectures for ai," Found. Trends Mach. Learn., vol. 2, no. 1, pp. 1-127, Jan. 2009.
    • (2009) Found. Trends Mach. Learn , vol.2 , Issue.1 , pp. 1-127
    • Bengio, Y.1
  • 24
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • Jul
    • G. E. Hinton and R. R. Salakhutdinov, "Reducing the Dimensionality of Data with Neural Networks," Science, vol. 313, no. 5786, pp. 504-507, Jul. 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 25
    • 33745780732 scopus 로고    scopus 로고
    • Exponential family harmoniums with an application to information retrieval
    • M. Welling, M. Rosen-Zvi, and G. E. Hinton, "Exponential family harmoniums with an application to information retrieval," in NIPS, 2004.
    • (2004) NIPS
    • Welling, M.1    Rosen-Zvi, M.2    Hinton, G.E.3
  • 26
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Aug
    • G. E. Hinton, "Training Products of Experts by Minimizing Contrastive Divergence," Neural Computation, vol. 14, no. 8, pp. 1771-1800, Aug. 2002.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.