<図書>
Visual reconstruction
| 責任表示 | Andrew Blake and Andrew Zisserman |
|---|---|
| シリーズ | The MIT Press series in artificial intelligence |
| データ種別 | 図書 |
| 出版情報 | Cambridge, Mass. : MIT Press , c1987 |
| 本文言語 | 英語 |
| 大きさ | vii, 225 p. : ill. ; 24 cm |
| 概要 | Visual Reconstruction presents a unified and highly original approach to the treatment of continuity in vision. It introduces, analyzes, and illustrates two new concepts. The first -- the weak continu...ty constraint -- is a concise, computational formalization of piecewise continuity. It is a mechanism for expressing the expectation that visual quantities such as intensity, surface color, and surface depth vary continuously almost everywhere, but with occasional abrupt changes. The second concept -- the graduated nonconvexity algorithm -- arises naturally from the first. It is an efficient, deterministic (nonrandom) algorithm for fitting piecewise continuous functions to visual data. The book first illustrates the breadth of application of reconstruction processes in vision with results that the authors' theory and program yield for a variety of problems. The mathematics of weak continuity and the graduated nonconvexity (GNC) algorithm are then developed carefully and progressively. Contents: Modeling Piecewise Continuity. Applications of Piecewise Continuous Reconstruction. Introducing Weak Continuity Constraints. Properties of the Weak String and Membrane. Properties of Weak Rod and Plate. The Discrete Problem. The Graduated Nonconvexity (GNC) Algorithm. Appendixes: Energy Calculations for the String and Membrane. Noise Performance of the Weak Elastic String. Energy Calculations for the Rod and Plate. Establishing Convexity. Analysis of the GNC Algorithm. Visual Reconstruction is included in the Artificial Intelligence series, edited by Michael Brady and Patrick Winston. 続きを見る |
所蔵情報
| 状態 | 巻次 | 所蔵場所 | 請求記号 | 刷年 | 文庫名称 | 資料番号 | コメント | 予約・取寄 | 複写申込 | 自動書庫 |
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中央図 2A | 007.1/B 53/1 | 1987 |
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068582187021111 |
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中央図 3C_48‐52 [文(人環)/心理] | 心理/BL/16 | 1987 |
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068052187022005 |
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理系図3F 数理独自 | BLAK/10/1 | 0987 |
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068222187006663 |
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理系図 自動書庫 | 1987 |
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031212015602167 |
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芸工図 2F 工学図書室 | 549.92/B53 | 1987 |
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072032188002477 |
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書誌詳細
| 一般注記 | Bibliography: p. [173]-181 Includes index |
|---|---|
| 著者標目 | *Blake, Andrew Zisserman, Andrew |
| 件 名 | LCSH:Pattern perception |
| 分 類 | LCC:Q327 DC19:001.53/4 NDC8:007.1 NDLC:M121 |
| 書誌ID | 1000047236 |
| ISBN | 0262022710 |
| NCID | BA01049257 |
| 巻冊次 | ISBN:0262022710 |
| 登録日 | 2009.09.10 |
| 更新日 | 2009.09.17 |
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