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Volumn 21, Issue 7, 1999, Pages 577-589

An MRP model-based approach to simultaneous recovery of depth and restoration from defocused images

Author keywords

Depth from defocus; Gibbs distribution; Line fields; Markov random field; Maximum a posteriori; Simulated annealing; Smoothness constraint; Space variant blur; Space variant image restoration

Indexed keywords

CAMERAS; CONSTRAINT THEORY; IMAGE ANALYSIS; IMAGE QUALITY; IMAGE RECONSTRUCTION; MARKOV PROCESSES;

EID: 0032648099     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.777369     Document Type: Article
Times cited : (93)

References (37)
  • 4
    • 0024172569 scopus 로고    scopus 로고
    • Parallel Depth Recovery by Changing Camera Parameters
    • pp. 149-155, 1988.
    • M. Subbarao, "Parallel Depth Recovery by Changing Camera Parameters," Proc. IEEE Conf. Computer Vision, pp. 149-155, 1988.
    • Proc. IEEE Conf. Computer Vision
    • Subbarao, M.1
  • 6
    • 0027574888 scopus 로고    scopus 로고
    • Entropy-Based Depth from Focus
    • vol. 10, pp. 561-566, 1993.
    • V.M. Bove, "Entropy-Based Depth from Focus," J. Optical Soc. Am. A, vol. 10, pp. 561-566, 1993.
    • J. Optical Soc. Am. A
    • Bove, V.M.1
  • 7
    • 0027542937 scopus 로고    scopus 로고
    • An Investigation of Methods for Determining Depth from Focus
    • vol. 15, no. 2, pp. 97-107, Feb. 1993.
    • J. Ens and P. Lawrence, "An Investigation of Methods for Determining Depth from Focus," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, no. 2, pp. 97-107, Feb. 1993.
    • IEEE Trans. Pattern Analysis and Machine Intelligence
    • Ens, J.1    Lawrence, P.2
  • 11
    • 85180095306 scopus 로고    scopus 로고
    • Computing Depth from Out-of-Focus Blur Using a Local Frequency Representation
    • pp. 153-158, 1994.
    • M. Gökstorp, "Computing Depth from Out-of-Focus Blur Using a Local Frequency Representation," Proc. IEEE Conf. Pattern Recognition, pp. 153-158, 1994.
    • Proc. IEEE Conf. Pattern Recognition
    • Gökstorp, M.1
  • 12
    • 0027927895 scopus 로고    scopus 로고
    • Variable Window Gabor Filters and Their Use in Focus and Correspondence
    • pp. 668-671, Seattle, Wash., 1994.
    • Y. Xiong and S.A. Shafer, "Variable Window Gabor Filters and Their Use in Focus and Correspondence," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 668-671, Seattle, Wash., 1994.
    • Proc. IEEE Conf. Computer Vision and Pattern Recognition
    • Xiong, Y.1    Shafer, S.A.2
  • 13
    • 0029546960 scopus 로고    scopus 로고
    • Focused Image Recovery from Two Defocused Images Recorded with Different Camera Settings
    • vol. 4, no. 12, pp. 1,613-1,628, 1995.
    • M. Subbarao, T. Wei, and G. Surya, "Focused Image Recovery from Two Defocused Images Recorded with Different Camera Settings," IEEE Trans. Image Processing, vol. 4, no. 12, pp. 1,613-1,628, 1995.
    • IEEE Trans. Image Processing
    • Subbarao, M.1    Wei, T.2    Surya, G.3
  • 14
    • 0029546294 scopus 로고    scopus 로고
    • A Block Shift-Variant Blur Model for Recovering Depth from Defocused Images
    • pp. 636-639, 1995.
    • A.N. Rajagopalan and S. Chaudhuri, "A Block Shift-Variant Blur Model for Recovering Depth from Defocused Images," Proc. IEEE Conf. Image Processing, pp. 636-639, 1995.
    • Proc. IEEE Conf. Image Processing
    • Rajagopalan, A.N.1    Chaudhuri, S.2
  • 15
    • 0031428977 scopus 로고    scopus 로고
    • Space-Variant Approaches to Recovery of Depth from Defocused Images
    • vol. 68, no. 3, pp. 309-329, Dec. 1997.
    • A.N. Rajagopalan and S. Chaudhuri, "Space-Variant Approaches to Recovery of Depth from Defocused Images," Computer Vision and Image Understanding, vol. 68, no. 3, pp. 309-329, Dec. 1997.
    • Computer Vision and Image Understanding
    • Rajagopalan, A.N.1    Chaudhuri, S.2
  • 16
    • 0030719742 scopus 로고    scopus 로고
    • Optimum Selection of Camera Parameters for Recovery of Depth from Defocused Images
    • pp. 219-224, San Juan, Puerto Rico, June 1997.
    • A.N. Rajagopalan and S. Chaudhuri, "Optimum Selection of Camera Parameters for Recovery of Depth from Defocused Images," Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp. 219-224, San Juan, Puerto Rico, June 1997.
    • Proc. IEEE Conf. Computer Vision and Pattern Recognition
    • Rajagopalan, A.N.1    Chaudhuri, S.2
  • 17
    • 0032309702 scopus 로고    scopus 로고
    • Performance Analysis of Maximum Likelihood Estimator for Recovery of Depth from Defocused Images and Optimal Selection of Camera Parameters
    • vol. 30, no. 3, pp. 175-190, Dec. 1998.
    • A.N. Rajagopalan and S. Chaudhuri, "Performance Analysis of Maximum Likelihood Estimator for Recovery of Depth from Defocused Images and Optimal Selection of Camera Parameters," Int'l J. Computer Vision, vol. 30, no. 3, pp. 175-190, Dec. 1998.
    • Int'l J. Computer Vision
    • Rajagopalan, A.N.1    Chaudhuri, S.2
  • 20
    • 0025560661 scopus 로고    scopus 로고
    • Model-Based Segmentation and Estimation of 3D Surfaces from Two or More Intensity Images Using Markov Random Fields
    • pp. 390-397, 1990.
    • J. Subrahmonia, Y.P. Hung, and D.B. Cooper, "Model-Based Segmentation and Estimation of 3D Surfaces from Two or More Intensity Images Using Markov Random Fields," Proc. IEEE Conf. Pattern Recognition, pp. 390-397, 1990.
    • Proc. IEEE Conf. Pattern Recognition
    • Subrahmonia, J.1    Hung, Y.P.2    Cooper, D.B.3
  • 25
    • 0015316602 scopus 로고    scopus 로고
    • Two-Dimensional Discrete Markovian Fields
    • vol. 18, pp. 232-240, 1972.
    • J.W. Woods, "Two-Dimensional Discrete Markovian Fields," IEEE Trans. Information Theory, vol. 18, pp. 232-240, 1972.
    • IEEE Trans. Information Theory
    • Woods, J.W.1
  • 26
    • 20444440880 scopus 로고    scopus 로고
    • Random Field Models in Image Analysis
    • vol. 16, no. 2, pp. 131-163, 1989.
    • R.C. Dubes and A.K. Jain, "Random Field Models in Image Analysis," J. Applied Statistics, vol. 16, no. 2, pp. 131-163, 1989.
    • J. Applied Statistics
    • Dubes, R.C.1    Jain, A.K.2
  • 27
    • 0000913755 scopus 로고    scopus 로고
    • Spatial Interaction and the Statistical of Lattice Systems
    • vol. 36, pp. 192-236, 1974.
    • J.E. Besag, "Spatial Interaction and the Statistical of Lattice Systems," J. Royal Statistical Soc., Series B, vol. 36, pp. 192-236, 1974.
    • J. Royal Statistical Soc., Series B
    • Besag, J.E.1
  • 28
    • 0021518209 scopus 로고    scopus 로고
    • Stochastic Relaxation, Gibbs Distributions and the Bayesian Distribution of Images
    • vol. 6, pp. 721-741, Nov. 1984.
    • S. Geman and D. Geman, "Stochastic Relaxation, Gibbs Distributions and the Bayesian Distribution of Images" IEEE Trans. Pattern Analysis and Machine Intelligence vol. 6, pp. 721-741, Nov. 1984.
    • IEEE Trans. Pattern Analysis and Machine Intelligence
    • Geman, S.1    Geman, D.2
  • 30
    • 0023123263 scopus 로고    scopus 로고
    • Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields
    • vol. 9, no. 1, pp. 39-55, 1987.
    • H. Derin and H. Elliott, "Modeling and Segmentation of Noisy and Textured Images Using Gibbs Random Fields," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 9, no. 1, pp. 39-55, 1987.
    • IEEE Trans. Pattern Analysis and Machine Intelligence
    • Derin, H.1    Elliott, H.2
  • 31
    • 0024070401 scopus 로고    scopus 로고
    • Image Restoration Using Estimated Markov Model
    • vol. 15, pp. 115-129, 1988.
    • B. Chalmond, "Image Restoration Using Estimated Markov Model," Signal Processing, vol. 15, pp. 115-129, 1988.
    • Signal Processing
    • Chalmond, B.1
  • 34
    • 0021410983 scopus 로고    scopus 로고
    • Space-Invariant Deblurring Given N Independently Blurred Images of a Common Object
    • vol. 1, no. 4, pp. 398-402, Apr. 1984.
    • D.C. Ghiglia, "Space-Invariant Deblurring Given N Independently Blurred Images of a Common Object," J. Optical Soc. Am. A., vol. 1, no. 4, pp. 398-402, Apr. 1984.
    • J. Optical Soc. Am. A.
    • Ghiglia, D.C.1
  • 36
    • 0032122105 scopus 로고    scopus 로고
    • A Recursive Algorithm for Maximum Likelihood-Based Identification of Blur from Multiple Observations
    • vol. 7, pp. 1,075-1,079, July 1998.
    • A. N. Rajagopalan and S. Chaudhuri, "A Recursive Algorithm for Maximum Likelihood-Based Identification of Blur from Multiple Observations," IEEE Trans. Image Processing, vol. 7, pp. 1,075-1,079, July 1998.
    • IEEE Trans. Image Processing
    • Rajagopalan, A.N.1    Chaudhuri, S.2
  • 37
    • 26444479778 scopus 로고    scopus 로고
    • Optimization by Simulated Annealing
    • vol. 220, pp. 671-680, 1983.
    • S. Kirkpatrick, G.D. Gellatt, and M.P. Vecchi, "Optimization by Simulated Annealing," Science, vol. 220, pp. 671-680, 1983.
    • Science
    • Kirkpatrick, S.1    Gellatt, G.D.2    Vecchi, M.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.