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Handbook of Geometric Computing : Applications in Pattern Recognition, Computer Vision, Neuralcomputing, and Robotics / edited by Eduardo Bayro Corrochano

データ種別 電子ブック
1st ed. 2005.
出版者 (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer)
出版年 2005
大きさ XV, 779 p : online resource
著者標目 Bayro Corrochano, Eduardo editor
SpringerLink (Online service)

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射水-電子 007 EB0003496 Computer Scinece R0 2005-6,2022-3

9783540282471

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一般注記 Neuroscience -- Spatiotemporal Dynamics of Visual Perception Across Neural Maps and Pathways -- Symmetry, Features, and Information -- Neural Networks -- Geometric Approach to Multilayer Perceptrons -- A Lattice Algebraic Approach to Neural Computation -- Eigenproblems in Pattern Recognition -- Image Processing -- Geometric Framework for Image Processing -- Geometric Filters, Diffusion Flows, and Kernels in Image Processing -- Chaos-Based Image Encryption -- Computer Vision -- One-Dimensional Retinae Vision -- Three-Dimensional Geometric Computer Vision -- Dynamic % MathType!MTEF!2!1!+- % feaafiart1ev1aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLn % hiov2DGi1BTfMBaeXafv3ySLgzGmvETj2BSbqefm0B1jxALjhiov2D % aebbnrfifHhDYfgasaacH8srps0lbbf9q8WrFfeuY-Hhbbf9v8qqaq % Fr0xc9pk0xbba9q8WqFfea0-yr0RYxir-Jbba9q8aq0-yq-He9q8qq % Q8frFve9Fve9Ff0dmeaabaqaciGacaGaaeqabaWaaeaaeaaakeaatu % uDJXwAK1uy0HwmaeHbfv3ySLgzG0uy0Hgip5wzaGqbaiab-9q8qnaa % CaaaleqabaWexLMBb50ujbqehq0BYngALnhDLjhitnMCPbhDG0evaG % GbaKqzafGae4NBa4gaaaaa!4FF9! $$\mathcal{P}^n $$ to % MathType!MTEF!2!1!+- % feaafiart1ev1aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLn % hiov2DGi1BTfMBaeXafv3ySLgzGmvETj2BSbqefm0B1jxALjhiov2D % aebbnrfifHhDYfgasaacH8srps0lbbf9q8WrFfeuY-Hhbbf9v8qqaq % Fr0xc9pk0xbba9q8WqFfea0-yr0RYxir-Jbba9q8aq0-yq-He9q8qq % Q8frFve9Fve9Ff0dmeaabaqaciGacaGaaeqabaWaaeaaeaaakeaatu % uDJXwAK1uy0HwmaeHbfv3ySLgzG0uy0Hgip5wzaGqbaiab-9q8qnaa % CaaaleqabaWexLMBb50ujbqehq0BYngALnhDLjhitnMCPbhDG0evaG % GbaKqzafGae4NBa4gaaaaa!4FF9! $$\mathcal{P}^n $$ Alignment -- Detecting Independent 3D Movement -- Perception and Action -- Robot Perception and Action Using Conformal Geometric Algebra -- Uncertainty in Geometric Computations -- Uncertainty Modeling and Geometric Inference -- Uncertainty and Projective Geometry -- The Tensor Voting Framework -- Computer Graphics and Visualization -- Methods for Nonrigid Image Registration -- The Design of Implicit Functions for Computer Graphics -- Geometry and Robotics -- Grassmann-Cayley Algebra and Robotics Applications -- Clifford Algebra and Robot Dynamics -- Geometric Methods for Multirobot Optimal Motion Planning -- Reaching and Motion Planning -- The Computation of Reachable Surfaces for a Specified Set of Spatial Displacements -- Planning Collision-Free Paths Using Probabilistic Roadmaps
Many computer scientists, engineers, applied mathematicians, and physicists use geometry theory and geometric computing methods in the design of perception-action systems, intelligent autonomous systems, and man-machine interfaces. This handbook brings together the most recent advances in the application of geometric computing for building such systems, with contributions from leading experts in the important fields of neuroscience, neural networks, image processing, pattern recognition, computer vision, uncertainty in geometric computations, conformal computational geometry, computer graphics and visualization, medical imagery, geometry and robotics, and reaching and motion planning. For the first time, the various methods are presented in a comprehensive, unified manner. This handbook is highly recommended for postgraduate students and researchers working on applications such as automated learning; geometric and fuzzy reasoning; human-like artificial vision; tele-operation; space maneuvering; haptics; rescue robots; man-machine interfaces; tele-immersion; computer- and robotics-aided neurosurgery or orthopedics; the assembly and design of humanoids; and systems for metalevel reasoning
HTTP:URL=https://doi.org/10.1007/3-540-28247-5
件 名 LCSH:Pattern recognition systems
LCSH:Geometry
LCSH:Computer vision
LCSH:Artificial intelligence
LCSH:Image processing—Digital techniques
FREE:Automated Pattern Recognition
FREE:Geometry
FREE:Computer Vision
FREE:Artificial Intelligence
FREE:Computer Imaging, Vision, Pattern Recognition and Graphics
分 類 LCC:Q337.5
LCC:TK7882.P3
DC23:006.4
書誌ID EB00002884
ISBN 9783540282471

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