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Approximate Optimization Algorithms in Markov Random Field Model Based on Statistical-Mechanical Techniques
http://hdl.handle.net/10258/130
http://hdl.handle.net/10258/1301b43a223-bb65-4bf1-adc4-b00d37022cbb
名前 / ファイル | ライセンス | アクション |
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50_irai02.pdf (518.1 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2007-06-07 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Approximate Optimization Algorithms in Markov Random Field Model Based on Statistical-Mechanical Techniques | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | ソフトコンピューティング | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | 確率コンピューティング | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | 知識情報処理 | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | 統計的手法 | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | ベイズ統計 | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | ギブス分布 | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | マルコフ確率場 | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | 平均場理論 | |||||
キーワード | ||||||
言語 | ja | |||||
主題Scheme | Other | |||||
主題 | 画像修復 | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | soft computing | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | probabilistic computing | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | knowledge information processing | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | statistical method | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | bayes statistics | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Gibbs distribution | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | Markov random fields | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | mean-field theory | |||||
キーワード | ||||||
言語 | en | |||||
主題Scheme | Other | |||||
主題 | image restoration | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | departmental bulletin paper | |||||
アクセス権 | ||||||
アクセス権 | open access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
著者 |
田中, 和之
× 田中, 和之× 前田, 純治 |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | An image restoration can be often formulated as an energy minimization problem. When an energy function is expressed by using the hamiltonian of a classical spin system only with finite range interactions, the probabilistic model, which is described in the form of Gibbs distribution for the energy function, can be regarded as a Markov random field (MRF) model. Some approximate optimization algorithms for the energy minimization problem were proposed in the standpoint of statistical-mechanics. In this paper, the approximate optimization algorithms are summarized and are applied to the image restoration for natural image. | |||||
言語 | en | |||||
書誌情報 |
ja : 室蘭工業大学紀要 en : Memoirs of the Muroran Institute of Technology 巻 50, p. 9-15, 発行日 2000-11-30 |
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注記 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 特集 : 「産業におけるソフトコンピューティングに関する国際会議'99」発表論文選集 | |||||
言語 | ja | |||||
出版者 | ||||||
言語 | ja | |||||
出版者 | 室蘭工業大学 | |||||
論文ID(NAID) | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | NAID | |||||
関連識別子 | 110000076543 | |||||
日本十進分類法 | ||||||
主題Scheme | NDC | |||||
主題 | 007 | |||||
ISSN | ||||||
収録物識別子タイプ | PISSN | |||||
収録物識別子 | 13442708 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA11175464 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
フォーマット | ||||||
内容記述タイプ | Other | |||||
内容記述 | application/pdf |