Visual Reconstruction (Artificial Intelligence) 2024 pdf epub mobi 電子書 下載


Visual Reconstruction (Artificial Intelligence)

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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 continuity 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.

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Visual Reconstruction (Artificial Intelligence) 2024 pdf epub mobi 電子書 下載

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Visual Reconstruction (Artificial Intelligence) 2024 pdf epub mobi 電子書 下載



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出版者:The MIT Press
作者:Andrew Blake
出品人:
頁數:188
譯者:
出版時間:1987-09-21
價格:USD 30.00
裝幀:Paperback
isbn號碼:9780262524063
叢書系列:The MIT Press Classics Series

圖書標籤: Visual  Reconstruction  機器視覺  圖像   


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