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Applications of Invariance in Computer Vision : Second Joint European - US Workshop, Ponta Delgada, Azores, Portugal, October 9 - 14, 1993. Proceedings / edited by Joseph L. Mundy, Andrew Zisserman, David Forsyth
(Lecture Notes in Computer Science. ISSN:16113349 ; 825)

1st ed. 1994.
出版者 (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer)
出版年 1994
本文言語 英語
大きさ XI, 521 p : online resource
著者標目 Mundy, Joseph L editor
Zisserman, Andrew editor
Forsyth, David editor
SpringerLink (Online service)
件 名 LCSH:Computer vision
LCSH:Computer science
LCSH:Computer graphics
LCSH:Pattern recognition systems
LCSH:Artificial intelligence
LCSH:Software engineering
FREE:Computer Vision
FREE:Theory of Computation
FREE:Computer Graphics
FREE:Automated Pattern Recognition
FREE:Artificial Intelligence
FREE:Software Engineering
一般注記 and chapter summary -- Cartan's moving frame method and its application to the geometry and evolution of curves in the euclidean, affine and projective planes -- Representation of three-dimensional object structure as cross-ratios of determinants of stereo image points -- A case against epipolar geometry -- Repeated structures: Image correspondence constraints and 3D structure recovery -- How to use the cross ratio to compute projective invariants from two images -- On geometric and algebraic aspects of 3D affine and projective structures from perspective 2D views -- The double algebra: An effective tool for computing invariants in computer vision -- Matching perspective views of parallel plane structures -- Invariants for recovering shape from shading -- Fundamental difficulties with projective normalization of planar curves -- Invariant size functions -- Euclidean reconstruction from uncalibrated views -- Accurate projective reconstruction -- Applications of motion field of curves -- Affine reconstruction from perspective image pairs obtained by a translating camera -- Using invariance and quasi-invariance for the segmentation and recovery of curved objects -- Representations of 3D objects that incorporate surface markings -- Model-based invariant functions and their use for recognition -- Integration of multiple feature groups and multiple views into a 3D object recognition system -- Hierarchical object description using invariants -- Generalizing invariants for 3-D to 2-D matching -- Recognition by combinations of model views: Alignment and invariance -- Classification based on the cross ratio -- Correspondence of coplanar features through P2-invariant representations -- Integrating algebraic curves and surfaces, algebraic invariants and Bayesian methods for 2D and 3D object recognition
This book is the proceedings of the Second Joint European-US Workshop on Applications of Invariance to Computer Vision, held at Ponta Delgada, Azores, Portugal in October 1993. The book contains 25 carefully refereed papers by distinguished researchers. The papers cover all relevant foundational aspects of geometric and algebraic invariance as well as applications to computer vision, particularly to recovery and reconstruction, object recognition, scene analysis, robotic navigation, and statistical analysis. In total, the collection of papers, together with an introductory survey by the editors, impressively documents that geometry, in its different variants, is the most successful and ubiquitous tool in computer vision
HTTP:URL=https://doi.org/10.1007/3-540-58240-1
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分 類 LCC:TA1634
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書誌ID 4001090383
ISBN 9783540485834

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