Image modeling and processing based on Gibbs random fields ギブス確率場に基づく画像のモデリングと処理
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著者
書誌事項
- タイトル
-
Image modeling and processing based on Gibbs random fields
- タイトル別名
-
ギブス確率場に基づく画像のモデリングと処理
- 著者名
-
諏訪, 正樹
- 著者別名
-
スワ, マサキ
- 学位授与大学
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立命館大学
- 取得学位
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博士 (工学)
- 学位授与番号
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甲第92号
- 学位授与年月日
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1997-03-31
注記・抄録
博士論文
目次
- Contents / p4 (0005.jp2)
- Acknowledgments / p1 (0003.jp2)
- Abstract / p2 (0004.jp2)
- 1 Introduction / p1 (0006.jp2)
- 1.1 Introduction / p1 (0006.jp2)
- 2 Preliminary Results for Markov-type Random Fields / p7 (0009.jp2)
- 2.1 Introductory Remarks / p7 (0009.jp2)
- 2.2 Notation / p8 (0010.jp2)
- 2.3 Strict-sense Markov models / p10 (0011.jp2)
- 2.4 Gibbs random fields / p11 (0011.jp2)
- 2.5 Markov random fields / p12 (0012.jp2)
- 3 Texture Modeling with New Potentials and Gibbsian Parameter Estimation / p15 (0013.jp2)
- 3.1 Introductory remarks / p15 (0013.jp2)
- 3.2 Markov Random Image Models and Potentials / p17 (0014.jp2)
- 3.3 New Potentials / p18 (0015.jp2)
- 3.4 Gibbsian parameter estimation / p23 (0017.jp2)
- 3.5 Experimental Results / p29 (0020.jp2)
- 3.6 Concluding Remarks / p38 (0025.jp2)
- 4 Sampling of Gibbs Random Image Models / p39 (0025.jp2)
- 4.1 Introduction / p39 (0025.jp2)
- 4.2 Gibbs Random Image Models and Sampling / p40 (0026.jp2)
- 4.3 A Metropolis-Like Sampling Algorithm / p44 (0028.jp2)
- 4.4 Experimental Results / p55 (0033.jp2)
- 4.5 Concluding Remarks / p64 (0038.jp2)
- 5 Bayesian Image Restoration and Potential Based on Gibbs Random Image Models / p65 (0038.jp2)
- 5.1 Introductory Remarks / p65 (0038.jp2)
- 5.2 Gibbs Distributions and MAP Estimation / p67 (0039.jp2)
- 5.3 Experimental Results / p76 (0044.jp2)
- 5.4 Conclusions / p82 (0047.jp2)
- 6 Multiresolution Image Restoration Based on Simulated Annealing / p83 (0047.jp2)
- 6.1 Introductory Remarks / p83 (0047.jp2)
- 6.2 Mathematical Fundamentals for Wavelet / p84 (0048.jp2)
- 6.3 Multiresolution Image Processing / p88 (0050.jp2)
- 6.4 Multiresolution Image Restoration Algorithm using the SA and the WR / p89 (0050.jp2)
- 6.5 Experimental Results / p92 (0052.jp2)
- 6.6 Concluding Remarks / p96 (0054.jp2)
- 7 Conclusions / p98 (0055.jp2)
- Bibliography / p100 (0056.jp2)