Ebook: Visual Reconstruction
Author: Andrew Blake Andrew Zisserman
- Genre: Computers // Organization and Data Processing
- Tags: Информатика и вычислительная техника, Обработка медиа-данных, Обработка изображений
- Series: The MIT Press series in artificial intelligence
- Year: 1987
- Publisher: MIT Press
- City: Cambridge, Mass
- Language: English
- pdf
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.
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