메뉴 건너뛰기




Volumn 21, Issue 1, 2012, Pages 41-52

A psychovisual quality metric in free-energy principle

Author keywords

Brain theory; free energy principle; image modeling; image quality assessment

Indexed keywords

BRAIN THEORY; DISTORTION METRICS; FREE-ENERGY PRINCIPLE; GENERATIVE MODEL; IMAGE MODELING; IMAGE PROCESSING ALGORITHM; IMAGE QUALITY ASSESSMENT; IMAGE QUALITY METRICS; IMAGE SIGNAL; INFERENCE PROCESS; NO REFERENCES; PERCEPTUAL QUALITY; QUALITY DEGRADATION; QUALITY METRICES; REDUCED REFERENCE; REFERENCE IMAGE; SYSTEMATIC DEVIATION; UPPER BOUND; VISUAL QUALITIES; VISUAL SENSORY;

EID: 84255187566     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2011.2161092     Document Type: Article
Times cited : (266)

References (37)
  • 2
    • 0004045662 scopus 로고    scopus 로고
    • 3rd ed. Belmont CA: Thomson Wadsworth
    • R. Sternberg, Cognitive Psychology, 3rd ed. Belmont, CA: Thomson Wadsworth, 2003.
    • (2003) Cognitive Psychology
    • Sternberg, R.1
  • 3
    • 37849187806 scopus 로고    scopus 로고
    • A free energy principle for the brain
    • Jul.-Sep.
    • K. Friston, J. Kilner, and L. Harrison, "A free energy principle for the brain," J. Physiol. Paris, vol. 100, no. 1-3, pp. 70-87, Jul.-Sep. 2006.
    • (2006) J. Physiol. Paris , vol.100 , Issue.1-3 , pp. 70-87
    • Friston, K.1    Kilner, J.2    Harrison, L.3
  • 4
    • 75549090229 scopus 로고    scopus 로고
    • The free-energy principle: A unified brain theory?
    • Feb.
    • K. Friston, "The free-energy principle: A unified brain theory?," Nat. Rev. Neurosci., vol. 11, no. 2, pp. 127-138, Feb. 2010.
    • (2010) Nat. Rev. Neurosci. , vol.11 , Issue.2 , pp. 127-138
    • Friston, K.1
  • 5
    • 84255212611 scopus 로고
    • W. Rosenblith, Ed. Cambridge, MA: MIT Press
    • H. Barlow, Cognitive Psychology, W. Rosenblith, Ed. Cambridge, MA: MIT Press, 1961.
    • (1961) Cognitive Psychology
    • Barlow, H.1
  • 6
    • 0025318244 scopus 로고
    • Perceptual neural organization: Some approaches based on network models and information theory
    • R. Linsker, "Perceptual neural organisation: Some approaches based on network models and information theory," Annu. Rev. Neurosci., vol. 13, pp. 257-281, 1990. (Pubitemid 20100651)
    • (1990) Annual Review of Neuroscience , vol.13 , pp. 257-281
    • Linsker, R.1
  • 8
    • 8444239052 scopus 로고    scopus 로고
    • The Bayesian brain: The role of uncertainty in neural coding and computation
    • DOI 10.1016/j.tins.2004.10.007, PII S0166223604003352
    • D. C. Knill and A. Pouget, "The Bayesian brain: The role of uncertainty in neural coding and computation," Trends Neurosci., vol. 27, no. 12, pp. 712-719, Dec. 2004. (Pubitemid 39488074)
    • (2004) Trends in Neurosciences , vol.27 , Issue.12 , pp. 712-719
    • Knill, D.C.1    Pouget, A.2
  • 9
    • 0029372831 scopus 로고
    • The Helmholtz machine
    • Sep.
    • P. Dayan, G. E. Hinton, and R. M. Neal, "The Helmholtz machine," Neural Comput., vol. 7, no. 5, pp. 889-904, Sep. 1995.
    • (1995) Neural Comput. , vol.7 , Issue.5 , pp. 889-904
    • Dayan, P.1    Hinton, G.E.2    Neal, R.M.3
  • 10
    • 85032751127 scopus 로고    scopus 로고
    • Mean squared error: Love it or leave it?-A new look at signal fidelity measures
    • Jan.
    • Z. Wang and A. Bovik, "Mean squared error: Love it or leave it?-A new look at signal fidelity measures," IEEE Signal Process. Mag., vol. 26, no. 1, pp. 98-117, Jan. 2009.
    • (2009) IEEE Signal Process. Mag. , vol.26 , Issue.1 , pp. 98-117
    • Wang, Z.1    Bovik, A.2
  • 11
    • 21944449269 scopus 로고    scopus 로고
    • Reduced-reference image quality assessment using wavelet-domain natural image statistic model
    • Z. Wang and E. P. Simoncelli, "Reduced-reference image quality assessment using wavelet-domain natural image statistic model," Proc. SPIE-Human Vision and Electronic Imaging X, vol. 5666, pp. 712-719, 2005.
    • (2005) Proc. SPIE-Human Vision and Electronic Imaging X , vol.5666 , pp. 712-719
    • Wang, Z.1    Simoncelli, E.P.2
  • 13
    • 31144478351 scopus 로고    scopus 로고
    • Image information and visual quality
    • DOI 10.1109/TIP.2005.859378
    • H. R. Sheikh and A. C. Bovik, "Image information and visual quality," IEEE Trans. Image Process., vol. 15, no. 2, pp. 430-444, Feb. 2006. (Pubitemid 43126168)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.2 , pp. 430-444
    • Sheikh, H.R.1    Bovik, A.C.2
  • 14
    • 0034934777 scopus 로고    scopus 로고
    • Natural image statistics and neural representation
    • DOI 10.1146/annurev.neuro.24.1.1193
    • E. P. Simoncelli and B. A. Olshausen, "Natural image statistics and neural representation," Annu. Rev. Neurosci., vol. 24, no. 1, pp. 1193-1216, 2001. (Pubitemid 32695258)
    • (2001) Annual Review of Neuroscience , vol.24 , pp. 1193-1216
    • Simoncelli, E.P.1    Olshausen, B.A.2
  • 16
  • 18
    • 0027803368 scopus 로고
    • Keeping neural networks simple by minimising the description length of weights
    • G. E. Hinton and D. von Camp, "Keeping neural networks simple by minimising the description length of weights," in Proc. ACM Conf. Comput. Learn. Theory, 1993, pp. 5-13.
    • (1993) Proc. ACM Conf. Comput. Learn. Theory , pp. 5-13
    • Hinton, G.E.1    Von Camp, D.2
  • 21
    • 0036729732 scopus 로고    scopus 로고
    • Variational bayes for generalized autoregressive models
    • DOI 10.1109/TSP.2002.801921, PII 1011092002801921
    • S. Roberts and W. Penny, "Variational Bayes for generalised autoregressive models," IEEE Trans. Signal Process., vol. 50, no. 9, pp. 2245-2257, Sep. 2002. (Pubitemid 34974216)
    • (2002) IEEE Transactions on Signal Processing , vol.50 , Issue.9 , pp. 2245-2257
    • Roberts, S.J.1    Penny, W.D.2
  • 23
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Apr.
    • Z. Wang, A. Bovik, H. Sheikh, and E. Simoncelli, "Image quality assessment: From error visibility to structural similarity," IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.2    Sheikh, H.3    Simoncelli, E.4
  • 24
    • 61349100312 scopus 로고    scopus 로고
    • Low bit-rate image compression via adaptive down-sampling and constrained least squares upconversion
    • Mar.
    • X. Wu, X. Zhang, and X. Wang, "Low bit-rate image compression via adaptive down-sampling and constrained least squares upconversion," IEEE Trans. Image Process., vol. 18, no. 3, pp. 552-561, Mar. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.3 , pp. 552-561
    • Wu, X.1    Zhang, X.2    Wang, X.3
  • 25
    • 0019477275 scopus 로고
    • Universal modeling and coding
    • Jan.
    • J. Rissanen and G. G. Langdon, Jr., "Universal modeling and coding," IEEE Trans. Inf. Theory, vol. IT-27, no. 1, pp. 12-23, Jan. 1981.
    • (1981) IEEE Trans. Inf. Theory , vol.IT-27 , Issue.1 , pp. 12-23
    • Rissanen, J.1    Langdon Jr., G.G.2
  • 26
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Mar.
    • G. Schwarz, "Estimating the dimension of a model," Ann. Statist., vol. 6, no. 2, pp. 461-464, Mar. 1978.
    • (1978) Ann. Statist. , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 27
    • 0141879236 scopus 로고    scopus 로고
    • Model selection and the principle of minimum description length
    • M. H. Hansen and B. Yu, "Model selection and the principle of minimum description length," J. Amer. Stat. Assoc., vol. 96, no. 6, pp. 746-774, 2001. (Pubitemid 33695629)
    • (2001) Journal of the American Statistical Association , vol.96 , Issue.454 , pp. 746-774
    • Hansen, M.H.1    Yu, B.2
  • 28
    • 84898964031 scopus 로고    scopus 로고
    • A variational bayesian framework for graphical models
    • H. Attias, "A variational bayesian framework for graphical models," in Proc. Adv. Neural Inf. Process. Syst., 2000, vol. 12, pp. 209-215.
    • (2000) Proc. Adv. Neural Inf. Process. Syst. , vol.12 , pp. 209-215
    • Attias, H.1
  • 29
    • 79551569636 scopus 로고    scopus 로고
    • Adaptive sequential prediction of multidimensional signals with applications to lossless image coding
    • Jan.
    • X. Wu, G. Zhai, X. Yang, and W. Zhang, "Adaptive sequential prediction of multidimensional signals with applications to lossless image coding," IEEE Trans. Image Process., vol. 20, no. 1, pp. 36-42, Jan. 2011.
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.1 , pp. 36-42
    • Wu, X.1    Zhai, G.2    Yang, X.3    Zhang, W.4
  • 31
    • 0035474760 scopus 로고    scopus 로고
    • New edge-directed interpolation
    • DOI 10.1109/83.951537, PII S1057714901082033
    • X. Li and M. Orchard, "New edge-directed interpolation," IEEE Trans. Image Process., vol. 10, no. 10, pp. 1521-1527, Oct. 2001. (Pubitemid 32981825)
    • (2001) IEEE Transactions on Image Processing , vol.10 , Issue.10 , pp. 1521-1527
    • Li, X.1    Orchard, M.T.2
  • 32
    • 44649123639 scopus 로고    scopus 로고
    • Image interpolation by adaptive 2-D autoregressive modeling and soft-decision estimation
    • DOI 10.1109/TIP.2008.924279
    • X. Zhang and X. Wu, "Image interpolation by adaptive 2D autoregressive modeling and soft-decision estimation," IEEE Trans. Image Process., vol. 17, no. 6, pp. 887-896, Jun. 2008. (Pubitemid 351780121)
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.6 , pp. 887-896
    • Zhang, X.1    Wu, X.2
  • 34
    • 63449099906 scopus 로고    scopus 로고
    • A no-reference objective image sharpness metric based on the notion of just noticeable blur (JNB)
    • Apr.
    • R. Ferzli and L. Karam, "A no-reference objective image sharpness metric based on the notion of just noticeable blur (JNB)," IEEE Trans. Image Process., vol. 18, no. 4, pp. 717-728, Apr. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.4 , pp. 717-728
    • Ferzli, R.1    Karam, L.2
  • 36
    • 33746903236 scopus 로고    scopus 로고
    • Dirichlet and Wishart densities Wellcome Dept. Cogn. Neurology, London, U.K. Tech. Rep
    • W. Penny, Kullback-Liebler divergences of normal, gamma, Dirichlet and Wishart densities Wellcome Dept. Cogn. Neurology, London, U.K., 2001, Tech. Rep.
    • (2001) Kullback-Liebler Divergences of Normal, Gamma
    • Penny, W.1
  • 37
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • Norwell, MA: Kluwer
    • R. Neal and G. E. Hinton, "A view of the em algorithm that justifies incremental, sparse, and other variants," in Learning in Graphical Models. Norwell, MA: Kluwer, 1998, pp. 355-368.
    • (1998) Learning in Graphical Models , pp. 355-368
    • Neal, R.1    Hinton, G.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.