Computer Perceptual Organization In Computer Vision

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Computer Perceptual Organization In Computer Vision
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Author : Sudeep Sarkar
language : en
Publisher: World Scientific
Release Date : 1994
Computer Perceptual Organization In Computer Vision written by Sudeep Sarkar and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Computers categories.
This book describes the design of a complete, flexible system for perceptual organization in computer vision using graph theoretic techniques, voting methods, and an extension of the Bayesian networks called perceptual inference networks (PINs). The PIN, which forms the heart of the system and which is based on Bayesian probabilistic networks, exhibits potential for application in several areas of computer vision as well as a range of other spatial reasoning tasks. The text includes a highly comprehensive, classificatory review of prior work in perceptual organization and, within that framework, identifies key areas for future work by the computer vision research community.
Computer Perceptual Organization In Computer Vision
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Author : Kim L Boyer
language : en
Publisher: World Scientific
Release Date : 1994-07-26
Computer Perceptual Organization In Computer Vision written by Kim L Boyer and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-07-26 with Computers categories.
This book describes the design of a complete, flexible system for perceptual organization in computer vision using graph theoretic techniques, voting methods, and an extension of the Bayesian networks called perceptual inference networks (PINs). The PIN, which forms the heart of the system and which is based on Bayesian probabilistic networks, exhibits potential for application in several areas of computer vision as well as a range of other spatial reasoning tasks. The text includes a highly comprehensive, classificatory review of prior work in perceptual organization and, within that framework, identifies key areas for future work by the computer vision research community.
Perceptual Organization In Computer And Biological Vision
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Author : James Elder
language : en
Publisher: Frontiers Media SA
Release Date : 2024-08-22
Perceptual Organization In Computer And Biological Vision written by James Elder and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Science categories.
A principal challenge for both biological and machine vision systems is to integrate and organize the diversity of cues received from the environment into the coherent global representations we experience and require to make good decisions and take effective actions. Early psychological investigations date back more than 100 years to the seminal work of the Gestalt school. Yet in the last 50 years, neuroscientific and computational approaches to understanding perceptual organization have become equally important, and a full understanding requires integration of all three approaches. This highly interdisciplinary Research Topic welcomes contributions spanning Computer Science, Psychology, and Neuroscience, with the aim of presenting a single, unified collection that will encourage integration and cross-fertilization across disciplines.
Perceptual Organization For Artificial Vision Systems
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Author : Kim L. Boyer
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Perceptual Organization For Artificial Vision Systems written by Kim L. Boyer and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Perceptual Organization for Artificial Vision Systems is an edited collection of invited contributions based on papers presented at The Workshop on Perceptual Organization in Computer Vision, held in Corfu, Greece, in September 1999. The theme of the workshop was `Assessing the State of the Community and Charting New Research Directions.' Perceptual organization can be defined as the ability to impose structural regularity on sensory data, so as to group sensory primitives arising from a common underlying cause. This book explores new models, theories, and algorithms for perceptual organization. Perceptual Organization for Artificial Vision Systems includes contributions by the world's leading researchers in the field. It explores new models, theories, and algorithms for perceptual organization, as well as demonstrates the means for bringing research results and theoretical principles to fruition in the construction of computer vision systems. The focus of this collection is on the design of artificial vision systems. The chapters comprise contributions from researchers in both computer vision and human vision.
Perceptual Organization In Computer Vision
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Author : International Workshop on Perceptual Organization in Computer Vision. 1, 1998, Santa Barbara, Calif..
language : en
Publisher:
Release Date : 1999
Perceptual Organization In Computer Vision written by International Workshop on Perceptual Organization in Computer Vision. 1, 1998, Santa Barbara, Calif.. and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
Perceptual Organization And Visual Recognition
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Author : D. Lowe
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Perceptual Organization And Visual Recognition written by D. Lowe and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
COMPUTER VISION is a field of research that encompasses many objectives. A primary goal has been to construct visual sensors that can provide general-purpose robots with the same information about their surroundings as we receive from our own visual senses. This book takes an important step towards this goal by describing a working computer vision system named SCERPO. This system can recognize known three-dimensional objects in ordinary black-and-white images taken from unknown viewpoints, even when parts of the object are undetectable or hidden from view. A second major goal of computer vision re search is to provide a computational understanding of human vision. The research presented in this book has many implica tions for our understanding of human vision, particularly in the areas of perceptual organization and knowledge-based recogni tion. An attempt has been made to relate each computational result to the relevant areas in the psychology of vision. Since the material is meant to be accessible to a wide range of inter disciplinary readers, the book is written in plain language and attempts to explain most concepts from the starting position of the non-specialist. vii viii PREFACE One of the most important conclusions ansmg from this research is that visual recognition can commonly be achieved directly from the two-dimensional image without any prelim inary reconstruction of depth information or surface orienta tion from the visual input.
Tensor Voting
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Author : Philippos Mordohai
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2007
Tensor Voting written by Philippos Mordohai and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.
Introduction -- Tensor voting -- Stereo vision from a perceptual organization perspective -- Tensor voting in ND -- Dimensionality estimation manifold learning and function approximation -- Boundary inference -- Figure completion -- Conclusions -- References.
Visual Perception From A Computer Graphics Perspective
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Author : William Thompson
language : en
Publisher: CRC Press
Release Date : 2011-06-02
Visual Perception From A Computer Graphics Perspective written by William Thompson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-02 with Computers categories.
This book provides an introduction to human visual perception suitable for readers studying or working in the fields of computer graphics and visualization, cognitive science, and visual neuroscience. It focuses on how computer graphics images are generated, rather than solely on the organization of the visual system itself; therefore, the text provides a more direct tie between image generation and the resulting perceptual phenomena. It covers such topics as the perception of material properties, illumination, the perception of pictorial space, image statistics, perception and action, and spatial cognition.
Special Issue Perceptual Organization In Computer Vision
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Author :
language : en
Publisher:
Release Date : 1999
Special Issue Perceptual Organization In Computer Vision written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
Perceptual Organization In Vision
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Author : Ruth Kimchi
language : en
Publisher: Psychology Press
Release Date : 2003-09-12
Perceptual Organization In Vision written by Ruth Kimchi and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-09-12 with Psychology categories.
An exploration of ideas emanating from behavioural, developmental, neurophysiological, neuropsychological and computational approaches to the problem of visual perceptual organization. It is based on papers presented at the 31st Carnegie Symposium on Cognition, held in June 2000.