Handbook of Geometric Computing Applications in Pattern Recognition, Computer Vision, Neuralcomputing, and Robotics /

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 applic...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Bayro Corrochano, Eduardo (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Edición:1st ed. 2005.
Temas:
Pattern recognition systems.
Geometry.
Computer vision.
Artificial intelligence.
Image processing-Digital techniques.
Automated Pattern Recognition.
Computer Vision.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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