Representations Of Vision

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Representation and Recognition in Vision

Author : Shimon Edelman
Publisher : MIT Press
ISBN 13 : 9780262050579
Total Pages : 378 pages
Book Rating : 4.0/5 (55 download)

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Book Synopsis Representation and Recognition in Vision by : Shimon Edelman

Download or read book Representation and Recognition in Vision written by Shimon Edelman and published by MIT Press. This book was released on 1999 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: Shimon Edelman bases a comprehensive approach to visual representation on the notion of correspondence between proximal (internal) and distal similarities in objects. Researchers have long sought to understand what the brain does when we see an object, what two people have in common when they see the same object, and what a "seeing" machine would need to have in common with a human visual system. Recent neurobiological and computational advances in the study of vision have now brought us close to answering these and other questions about representation. In Representation and Recognition in Vision, Shimon Edelman bases a comprehensive approach to visual representation on the notion of correspondence between proximal (internal) and distal similarities in objects. This leads to a computationally feasible and formally veridical representation of distal objects that addresses the needs of shape categorization and can be used to derive models of perceived similarity. Edelman first discusses the representational needs of various visual recognition tasks, and surveys current theories of representation in this context. He then develops a theory of representation that is related to Shepard's notion of second-order isomorphism between representations and their targets. Edelman goes beyond Shepard by specifying the conditions under which the representations can be made formally veridical. Edelman assesses his theory's performance in identification and categorization of 3D shapes and examines it in light of psychological and neurobiological data concerning the object-processing stream in primate vision. He also discusses the connections between his theory and other efforts to understand representation in the brain.

Representations of Vision

Author : Andrei Gorea
Publisher : Cambridge University Press
ISBN 13 : 9780521412285
Total Pages : 376 pages
Book Rating : 4.4/5 (122 download)

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Book Synopsis Representations of Vision by : Andrei Gorea

Download or read book Representations of Vision written by Andrei Gorea and published by Cambridge University Press. This book was released on 1991-04-26 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This stimulating volume on vision extends well beyond the traditional areas of vision research and places the subject in a much broader philosophical context. The emphasis throughout is to integrate and illuminate the visual process. The first three parts of the volume provide authoritative overviews on computational vision and neural networks, on the neurophysiology of visual cortex processing, and on eye-movement research. Each of these parts illustrates how different research perspectives may jointly solve fundamental problems related to the efficiency of visual perception, to the relationship between vision and eye-movements and to the neurophysiological 'codes' underlying our visual perceptions. In the fourth part, leading vision scientists introduce the reader to some major philosophical problems in vision research such as the nature of 'ultimate' codes for perceptual events, the duality of psycho-physics, the bases of visual recognition and the paradigmatic foundations of computer-vision research.

Vision

Author : David Marr
Publisher : MIT Press
ISBN 13 : 0262514621
Total Pages : 429 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Vision by : David Marr

Download or read book Vision written by David Marr and published by MIT Press. This book was released on 2010-07-09 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Available again, an influential book that offers a framework for understanding visual perception and considers fundamental questions about the brain and its functions. David Marr's posthumously published Vision (1982) influenced a generation of brain and cognitive scientists, inspiring many to enter the field. In Vision, Marr describes a general framework for understanding visual perception and touches on broader questions about how the brain and its functions can be studied and understood. Researchers from a range of brain and cognitive sciences have long valued Marr's creativity, intellectual power, and ability to integrate insights and data from neuroscience, psychology, and computation. This MIT Press edition makes Marr's influential work available to a new generation of students and scientists. In Marr's framework, the process of vision constructs a set of representations, starting from a description of the input image and culminating with a description of three-dimensional objects in the surrounding environment. A central theme, and one that has had far-reaching influence in both neuroscience and cognitive science, is the notion of different levels of analysis—in Marr's framework, the computational level, the algorithmic level, and the hardware implementation level. Now, thirty years later, the main problems that occupied Marr remain fundamental open problems in the study of perception. Vision provides inspiration for the continuing efforts to integrate knowledge from cognition and computation to understand vision and the brain.

Foundations of Vision

Author : Brian A. Wandell
Publisher : Sinauer Associates, Incorporated
ISBN 13 :
Total Pages : 508 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Foundations of Vision by : Brian A. Wandell

Download or read book Foundations of Vision written by Brian A. Wandell and published by Sinauer Associates, Incorporated. This book was released on 1995 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for students, scientists and engineers interested in learning about the core ideas of vision science, this volume brings together the broad range of data and theory accumulated in this field.

Vision and Mind

Author : Alva Noë
Publisher : MIT Press
ISBN 13 : 9780262640473
Total Pages : 644 pages
Book Rating : 4.6/5 (44 download)

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Book Synopsis Vision and Mind by : Alva Noë

Download or read book Vision and Mind written by Alva Noë and published by MIT Press. This book was released on 2002-10-25 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: The philosophy of perception is a microcosm of the metaphysics of mind. Its central problems—What is perception? What is the nature of perceptual consciousness? How can one fit an account of perceptual experience into a broader account of the nature of the mind and the world?—are at the heart of metaphysics. Rather than try to cover all of the many strands in the philosophy of perception, this book focuses on a particular orthodoxy about the nature of visual perception. The central problem for visual science has been to explain how the brain bridges the gap between what is given to the visual system and what is actually experienced by the perceiver. The orthodox view of perception is that it is a process whereby the brain, or a dedicated subsystem of the brain, builds up representations of relevant figures of the environment on the basis of information encoded by the sensory receptors. Most adherents of the orthodox view also believe that for every conscious perceptual state of the subject, there is a particular set of neurons whose activities are sufficient for the occurrence of that state. Some of the essays in this book defend the orthodoxy; most criticize it; and some propose alternatives to it. Many of the essays are classics. Contributors G.E.M. Anscombe, Dana Ballard, Daniel Dennett, Fred Dretske, Jerry Fodor, H.P. Grice, David Marr, Maurice Merleau-Ponty, Zenon Pylyshyn, Paul Snowdon, and P.F. Strawson

Vision. A Computational Investigation Into the Human Representation and Processing of Visual Information

Author : David Marr
Publisher :
ISBN 13 :
Total Pages : 397 pages
Book Rating : 4.:/5 (488 download)

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Book Synopsis Vision. A Computational Investigation Into the Human Representation and Processing of Visual Information by : David Marr

Download or read book Vision. A Computational Investigation Into the Human Representation and Processing of Visual Information written by David Marr and published by . This book was released on 1982 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Touch and Blindness

Author : Morton A. Heller
Publisher : Psychology Press
ISBN 13 : 1135619301
Total Pages : 395 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Touch and Blindness by : Morton A. Heller

Download or read book Touch and Blindness written by Morton A. Heller and published by Psychology Press. This book was released on 2006-04-21 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research on touch and blindness has undergone rapid transformation in recent years, with dramatic developments in technology designed to provide assistance to those who are blind, and advancements in robotics that demand haptic interfaces. Touch and Blindness approaches the study of the topic from the perspectives of psychological methodology and the most sophisticated, state-of-the-art techniques in neuroscience. This book, edited by well-known leaders in the field, is derived from the discussions presented by speakers at a conference held in 2002, and presents current research in the field. The book is arranged in a logical, disciplinary fashion, first discussing touch and blindness from a psychological perspective, followed by an examination from the perspective of neuroscience. Some specific topics include: *processing spatial information from touch and movement; *form, projection, and pictures for the blind; *neural substrate and visual and tactile object representations; and *the role of visual cortex in tactile processing. Touch and Blindness is ideal for researchers in psychology and neuroscience, medicine, and special education.

Visual Representations and Interpretations

Author : Ray Paton
Publisher : Springer Science & Business Media
ISBN 13 : 9781852330828
Total Pages : 420 pages
Book Rating : 4.3/5 (38 download)

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Book Synopsis Visual Representations and Interpretations by : Ray Paton

Download or read book Visual Representations and Interpretations written by Ray Paton and published by Springer Science & Business Media. This book was released on 1999-02-12 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: The value of multi-disciplinary research and the exchange of ideas and methods across traditional discipline boundaries are well recognised. Indeed, it could be justifiably argued that many of the advances in science and engineering take place because the ideas, methods and the tools of thought from one discipline become re applied in others. Sadly, it is also the case that many subject areas develop specialised vocabularies and concepts and can consequently approach more general problems in fairly narrow, subject-specific ways. Consequently barriers develop between disciplines that prevent the free flow of ideas and the collaborations that on Visual Representations could often bring success. VRI'98, a workshop focused & Interpretations, was intended to break down such barriers. The workshop was held in the Foresight Conference Centre, which occupies part of the former Liverpool Royal Infirmary, a Grade 2 listed building, which has been recently restored. The building combines a majestic architecture with the latest in new conference facilities and technologies and thus provided a very suitable setting for a workshop aimed at bringing the Arts and the Sciences together. of the workshop was to promote inter-disciplinary awareness across The main aim a range of disciplines where visual representations and interpretations are exploited. Contributions to the workshop were therefore invited from researchers who are actively investigating visual representations and interpretations: - artists, architects, biologists, chemists, clinicians, cognitive scientists, computer scientists, educationalists, engineers, graphic designers, linguists, mathematicians, philosophers, physicists, psychologists and social scientists.

Visual Population Codes

Author : Nikolaus Kriegeskorte
Publisher : MIT Press
ISBN 13 : 0262016249
Total Pages : 659 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Visual Population Codes by : Nikolaus Kriegeskorte

Download or read book Visual Population Codes written by Nikolaus Kriegeskorte and published by MIT Press. This book was released on 2012 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: How visual content is represented in neuronal population codes and how to analyze such codes with multivariate techniques. Vision is a massively parallel computational process, in which the retinal image is transformed over a sequence of stages so as to emphasize behaviorally relevant information (such as object category and identity) and deemphasize other information (such as viewpoint and lighting). The processes behind vision operate by concurrent computation and message passing among neurons within a visual area and between different areas. The theoretical concept of "population code" encapsulates the idea that visual content is represented at each stage by the pattern of activity across the local population of neurons. Understanding visual population codes ultimately requires multichannel measurement and multivariate analysis of activity patterns. Over the past decade, the multivariate approach has gained significant momentum in vision research. Functional imaging and cell recording measure brain activity in fundamentally different ways, but they now use similar theoretical concepts and mathematical tools in their modeling and analyses. With a focus on the ventral processing stream thought to underlie object recognition, this book presents recent advances in our understanding of visual population codes, novel multivariate pattern-information analysis techniques, and the beginnings of a unified perspective for cell recording and functional imaging. It serves as an introduction, overview, and reference for scientists and students across disciplines who are interested in human and primate vision and, more generally, in understanding how the brain represents and processes information.

Handbook of Pattern Recognition and Computer Vision

Author : C. H. Chen
Publisher : World Scientific
ISBN 13 : 9812384731
Total Pages : 1045 pages
Book Rating : 4.8/5 (123 download)

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Book Synopsis Handbook of Pattern Recognition and Computer Vision by : C. H. Chen

Download or read book Handbook of Pattern Recognition and Computer Vision written by C. H. Chen and published by World Scientific. This book was released on 1999 with total page 1045 pages. Available in PDF, EPUB and Kindle. Book excerpt: The very significant advances in computer vision and pattern recognition and their applications in the last few years reflect the strong and growing interest in the field as well as the many opportunities and challenges it offers. The second edition of this handbook represents both the latest progress and updated knowledge in this dynamic field. The applications and technological issues are particularly emphasized in this edition to reflect the wide applicability of the field in many practical problems. To keep the book in a single volume, it is not possible to retain all chapters of the first edition. However, the chapters of both editions are well written for permanent reference.

Seeing Objects

Author : Michela C. Tacca
Publisher :
ISBN 13 : 9783897857094
Total Pages : 126 pages
Book Rating : 4.8/5 (57 download)

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Book Synopsis Seeing Objects by : Michela C. Tacca

Download or read book Seeing Objects written by Michela C. Tacca and published by . This book was released on 2010 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multidisciplinary Approaches to Visual Representations and Interpretations

Author :
Publisher : Elsevier
ISBN 13 : 0080537138
Total Pages : 451 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Multidisciplinary Approaches to Visual Representations and Interpretations by :

Download or read book Multidisciplinary Approaches to Visual Representations and Interpretations written by and published by Elsevier. This book was released on 2004-12-09 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: The value of multi-disciplinary research lies in the exchange of ideas and methods across the traditional boundaries between areas of study. It could be argued that many of the advances in science and engineering take place because the ideas, methods and the tools of thought from one discipline become re-applied in another.The topic of "the visual" has become increasingly important as advances in technology have led to multi-media and multi-modal representations, and extended the range and scope of visual representation and interpretation in our lives. Under this broad heading there are many different perspectives and approaches, from across the entire spectrum of human knolwedge and activity.The editors and authors of this book aim to break down cross-disciplinary barriers, by bringing together people working in a wide variety of disciplines where visual representations and interpretations are exploited. Contributions come from researchers actively investigating visual representations and interpretations in a wide variety of areas, including art history, biology, clinical science, cognitive science, computer science, design, engineering, linguistics, mathematics, philosophy, physics, psychology, and sociology.The book provides a forum for wide-ranging and multi-disciplinary contributions on visual representations and interpretations. * Contributors include researchers actively investigating visual representations and interpretations* Content spans a wide variety of areas including but not limited to biology, sociology, and computer science* Discusses how new technology has affected "the visual" representation of information

The Roles of Representation in Visual Perception

Author : Robert French
Publisher : Springer Nature
ISBN 13 : 3031573536
Total Pages : 471 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis The Roles of Representation in Visual Perception by : Robert French

Download or read book The Roles of Representation in Visual Perception written by Robert French and published by Springer Nature. This book was released on with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Visual Mismatch Negativity (vMMN): a Prediction Error Signal in the Visual Modality

Author : Gabor Stefanics
Publisher : Frontiers Media SA
ISBN 13 : 2889195600
Total Pages : 204 pages
Book Rating : 4.8/5 (891 download)

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Book Synopsis Visual Mismatch Negativity (vMMN): a Prediction Error Signal in the Visual Modality by : Gabor Stefanics

Download or read book Visual Mismatch Negativity (vMMN): a Prediction Error Signal in the Visual Modality written by Gabor Stefanics and published by Frontiers Media SA. This book was released on 2015-06-04 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Current theories of visual change detection emphasize the importance of conscious attention to detect unexpected changes in the visual environment. However, an increasing body of studies shows that the human brain is capable of detecting even small visual changes, especially if such changes violate non-conscious probabilistic expectations based on repeating experiences. In other words, our brain automatically represents statistical regularities of our visual environmental. Since the discovery of the auditory mismatch negativity (MMN) event-related potential (ERP) component, the majority of research in the field has focused on auditory deviance detection. Such automatic change detection mechanisms operate in the visual modality too, as indicated by the visual mismatch negativity (vMMN) brain potential to rare changes. VMMN is typically elicited by stimuli with infrequent (deviant) features embedded in a stream of frequent (standard) stimuli, outside the focus of attention. In this research topic we aim to present vMMN as a prediction error signal. Predictive coding theories account for phenomena such as mismatch negativity and repetition suppression, and place them in a broader context of a general theory of cortical responses. A wide range of vMMN studies has been presented in this Research Topic. Twelve articles address roughly four general sub-themes including attention, language, face processing, and psychiatric disorders. Additionally, four articles focused on particular subjects such as the oblique effect, object formation, and development and time-frequency analysis of vMMN. Furthermore, a review paper presented vMMN in a hierarchical predictive coding framework. Each paper in this Research Topic is a valuable contribution to the field of automatic visual change detection and deepens our understanding of the short term plasticity underlying predictive processes of visual perceptual learning.

Aesthetic Computing

Author : Paul A. Fishwick
Publisher : MIT Press
ISBN 13 : 0262562375
Total Pages : 477 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Aesthetic Computing by : Paul A. Fishwick

Download or read book Aesthetic Computing written by Paul A. Fishwick and published by MIT Press. This book was released on 2006 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of the theory and practice of art to computer science: how aesthetics and art can play a role in computing disciplines.

Visual Representations of Speech Signals

Author : Martin Cooke
Publisher :
ISBN 13 :
Total Pages : 406 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Visual Representations of Speech Signals by : Martin Cooke

Download or read book Visual Representations of Speech Signals written by Martin Cooke and published by . This book was released on 1993-04-14 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a wide range of graphical representations of some speech signals and allows current speech analysis techniques to be assessed and directly compared. Describes time-frequency representations, auditory modeling, neural networks, pitch and multi-channel analysis. The study of over 40 different analyses of speech is represented in myriad images found throughout.

Perception Beyond Gestalt

Author : Adam Geremek
Publisher : Psychology Press
ISBN 13 : 1135124779
Total Pages : 236 pages
Book Rating : 4.1/5 (351 download)

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Book Synopsis Perception Beyond Gestalt by : Adam Geremek

Download or read book Perception Beyond Gestalt written by Adam Geremek and published by Psychology Press. This book was released on 2013-09-11 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: How does the brain piece together the information required to achieve object recognition, figure-ground segmentation, object completion in cases of partial occlusion and related perceptual phenomena? This book focuses on principles of Gestalt psychology and the key issues which surround them, providing an up-to-date survey of the most interesting and highly debated topics in visual neuroscience, perception and object recognition. The volume is divided into three main parts: Gestalt and perceptual organisation, attention aftereffects and illusions, and color vision and art perception. Themes covered in the book include: - a historical review of Gestalt theory and its relevance in modern-day neuroscience - the relationship between perceptive and receptive fields - a critical analysis of spatiotemporal unity of perception - the role of Gestalt principles in perceptual organization - self-organizing properties of the visual field - the role of attention and perceptual grouping in forming non-retinotopic representations - figural distortions following adaptation to spatial patterns - illusory changes of brightness in spatial patterns - the function of motion illusions as a tool to study Gestalt principles in vision - conflicting theories of color vision and the neural basis of it - the role of color in figure-ground segmentation - chromatic assimilation in visual art and perception - the phenomena of colored shadows. Including contributions from experts in the field, this book will provide an essential overview of current research and theory on visual perception and Gestalt. It will be key reading for researchers and academics in the field of visual perception and neuroscience.