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<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



中央図 2A 007.1/B 53/1 1987
068582187021111


中央図 3C_48‐52 [文(人環)/心理] 心理/BL/16 1987
068052187022005


理系図3F 数理独自 BLAK/10/1 0987
068222187006663


理系図 自動書庫
1987
031212015602167


芸工図 2F 工学図書室 549.92/B53 1987
072032188002477

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