Geometric Invariance in Computer Vision (Artificial Intelligence)

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9780262132855: Geometric Invariance in Computer Vision (Artificial Intelligence)
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These 23 contributions focus on developments in the field of geometric invariants and their application to computer vision. The introduction summarizes the basics of invariant theory, discusses how invariants are related to problems in computer vision, and looks at the future possibilities, particularly the notion that invariant analysis might provide a solution to the elusive problem of recognizing general curved 3D objects from an arbitrary viewpoint. The remaining chapters consist of original papers that present important developments as well as tutorial articles that provide useful background material. These chapters are grouped into categories covering algebraic invariants, nonalgebraic invariants, invariants of multiple views, and applications. An appendix provides an extensive introduction to projective geometry and its applications to basic problems in computer vision.

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Zisserman, Andrew (Ed.)
ISBN 10: 0262132850 ISBN 13: 9780262132855
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Kloof Booksellers & Scientia Verlag
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Buchbeschreibung Cambridge, MA:. The MIT Press, 1992. Hardcover. Dustjacket. 560 pp.(Artificial Intelligence). - These twenty-three contributions focus on the most recent developments in the rapidly evolving field of geometric invariants and their application to computer vision.The introduction summarizes the basics of invariant theory, discusses how invariants are related to problems in computer vision, and looks at the future possibilities, particularly the notion that invariant analysis might provide a solution to the elusive problem of recognizing general curved 3D objects from an arbitrary viewpoint.The remaining chapters consist of original papers that present important developments as well as tutorial articles that provide useful background material. These chapters are grouped into categories covering algebraic invariants, nonalgebraic invariants, invariants of multiple views, and applications. An appendix provides an extensive introduction to projective geometry and its applications to basic problems in computer vision. English text. Condition : as new. Condition : as new. ISBN 9780262132855[KEYWORDS: computer studies, nopictures. Artikel-Nr. 263350

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