Object Recognition in Man, Monkey, and Machine

Object Recognition in Man, Monkey, and Machine PDF Author: Michael J. Tarr
Publisher: MIT Press
ISBN: 9780262700702
Category : Psychology
Languages : en
Pages : 228

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Book Description
The contributors bring a wide range of methodologies to bear on the common problem of image-based object recognition. These interconnected essays on three-dimensional visual object recognition present cutting-edge research by some of the most creative neuroscientific, cognitive, and computational scientists in the field. Cassandra Moore and Patrick Cavanagh take a classic demonstration, the perception of "two-tone" images, and turn it into a method for understanding the nature of object representations in terms of surfaces and the interaction between bottom-up and top-down processes. Michael J. Tarr and Isabel Gauthier use computer graphics to study whether viewpoint-dependent recognition mechanisms can generalize between exemplars of perceptually defined classes. Melvyn A. Goodale and G. Keith Humphrey use innovative psychophysical techniques to investigate dissociable aspects of visual and spatial processing in brain-injured subjects. D.I. Perrett, M.W. Oram, and E. Ashbridge combine neurophysiological single-cell data from monkeys with computational analyses for a new way of thinking about the mechanisms that mediate viewpoint-dependent object recognition and mental rotation. Shimon Ullman also addresses possible mechanisms to account for viewpoint-dependent behavior, but from the perspective of machine vision. Finally, Philippe G. Schyns synthesizes work from many areas, to provide a coherent account of how stimulus class and recognition task interact. The contributors bring a wide range of methodologies to bear on the common problem of image-based object recognition.

Object Recognition in Man, Monkey, and Machine

Object Recognition in Man, Monkey, and Machine PDF Author: Michael J. Tarr
Publisher: MIT Press
ISBN: 9780262700702
Category : Psychology
Languages : en
Pages : 228

Get Book Here

Book Description
The contributors bring a wide range of methodologies to bear on the common problem of image-based object recognition. These interconnected essays on three-dimensional visual object recognition present cutting-edge research by some of the most creative neuroscientific, cognitive, and computational scientists in the field. Cassandra Moore and Patrick Cavanagh take a classic demonstration, the perception of "two-tone" images, and turn it into a method for understanding the nature of object representations in terms of surfaces and the interaction between bottom-up and top-down processes. Michael J. Tarr and Isabel Gauthier use computer graphics to study whether viewpoint-dependent recognition mechanisms can generalize between exemplars of perceptually defined classes. Melvyn A. Goodale and G. Keith Humphrey use innovative psychophysical techniques to investigate dissociable aspects of visual and spatial processing in brain-injured subjects. D.I. Perrett, M.W. Oram, and E. Ashbridge combine neurophysiological single-cell data from monkeys with computational analyses for a new way of thinking about the mechanisms that mediate viewpoint-dependent object recognition and mental rotation. Shimon Ullman also addresses possible mechanisms to account for viewpoint-dependent behavior, but from the perspective of machine vision. Finally, Philippe G. Schyns synthesizes work from many areas, to provide a coherent account of how stimulus class and recognition task interact. The contributors bring a wide range of methodologies to bear on the common problem of image-based object recognition.

Visual Object Recognition

Visual Object Recognition PDF Author: Kristen Grauman
Publisher: Morgan & Claypool Publishers
ISBN: 1598299689
Category : Computers
Languages : en
Pages : 184

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Book Description
The visual recognition problem is central to computer vision research. From robotics to information retrieval, many desired applications demand the ability to identify and localize categories, places, and objects. This tutorial overviews computer vision algorithms for visual object recognition and image classification. We introduce primary representations and learning approaches, with an emphasis on recent advances in the field. The target audience consists of researchers or students working in AI, robotics, or vision who would like to understand what methods and representations are available for these problems. This lecture summarizes what is and isn't possible to do reliably today, and overviews key concepts that could be employed in systems requiring visual categorization. Table of Contents: Introduction / Overview: Recognition of Specific Objects / Local Features: Detection and Description / Matching Local Features / Geometric Verification of Matched Features / Example Systems: Specific-Object Recognition / Overview: Recognition of Generic Object Categories / Representations for Object Categories / Generic Object Detection: Finding and Scoring Candidates / Learning Generic Object Category Models / Example Systems: Generic Object Recognition / Other Considerations and Current Challenges / Conclusions

Functional Features in Language and Space

Functional Features in Language and Space PDF Author: Laura Carlson
Publisher: Oxford University Press
ISBN: 0199264325
Category : Language Arts & Disciplines
Languages : en
Pages : 401

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Book Description
The 'language and space' area is a relatively new research area in cognitive science. Studying how language and spatial representation are linked in the human brain mainly draws on research in existing disciplines focusing on language, perception, categorization and development. Representative researchers from these sub-disciplines of cognitive science discuss new insights in their own field of expertise and show what role their definition of 'function', 'feature'or 'functional feature' plays in their research. New research centered around these concepts is on the forefront of developments in these sub-disciplines and in the area of 'Language and Space'.

Artificial Neural Networks - ICANN 2008

Artificial Neural Networks - ICANN 2008 PDF Author: Vera Kurkova-Pohlova
Publisher: Springer
ISBN: 354087559X
Category : Computers
Languages : en
Pages : 1012

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Book Description
This two volume set LNCS 5163 and LNCS 5164 constitutes the refereed proceedings of the 18th International Conference on Artificial Neural Networks, ICANN 2008, held in Prague Czech Republic, in September 2008. The 200 revised full papers presented were carefully reviewed and selected from more than 300 submissions. The second volume is devoted to pattern recognition and data analysis, hardware and embedded systems, computational neuroscience, connectionistic cognitive science, neuroinformatics and neural dynamics. it also contains papers from two special sessions coupling, synchronies, and firing patterns: from cognition to disease, and constructive neural networks and two workshops new trends in self-organization and optimization of artificial neural networks, and adaptive mechanisms of the perception-action cycle.

Fundamentals of Psychology

Fundamentals of Psychology PDF Author: Michael Eysenck
Publisher: Psychology Press
ISBN: 1317568575
Category : Psychology
Languages : en
Pages : 1431

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Book Description
Aimed at those new to the subject, Fundamentals of Psychology is a clear and reader-friendly textbook that will help students explore and understand the essentials of psychology. This text offers a balanced and accurate representation of the discipline through a highly accessible synoptic approach, which seamlessly brings together all the various related topics. Fundamentals of Psychology combines an authoritative tone, a huge range of psychological material and an informal, analogy-rich style. The text expertly blends admirably up-to-date empirical research and real-life examples and applications, and is both readable and factually dense. The book introduces all the main approaches to psychology, including social, developmental, cognitive, biological, individual differences, and abnormal psychology, as well as psychological research methods. However, it also includes directions for more detailed and advanced study for the interested student. Fundamentals of Psychology incorporates many helpful textbook features which will aid students and reinforce learning, such as: Key-term definitions Extremely clear end-of-chapter summaries Annotated further reading sections Evaluations of significant research findings Numerous illustrations presented in attractive full color. This textbook is also accompanied by a comprehensive program of resources for both students and instructors, which is available free to qualifying adopters. The resources include a web-based Student Learning Program, as well as chapter-by-chapter lecture slides and an interactive chapter-by-chapter multiple-choice question test bank. Combining exceptional content, abundant pedagogical features, and a lively full-color design, Fundamentals of Psychology is an essential resource for anyone new to the subject and more particularly those beginning undergraduate courses. The book will also be ideal for students studying psychology within education, nursing and other healthcare professions.

Methods, Measures, and Theories in Eyewitness Identification Tasks

Methods, Measures, and Theories in Eyewitness Identification Tasks PDF Author: Andrew M. Smith
Publisher: Routledge
ISBN: 1000334376
Category : Law
Languages : en
Pages : 381

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Book Description
Methods, Measures, and Theories in Eyewitness Recognition Tasks provides a comprehensive review of the fundamental issues surrounding eyewitness recognition phenomena alongside suggestions for developing a more methodologically rigorous eyewitness science. Over the past 40 years, the field of eyewitness science has seen substantial advancement in eyewitness identification procedures, yet theoretical and methodological developments have fallen behind. Featuring contributions from prominent international scholars, this book examines methodological and theoretical limitations and explores important topics, including how to increase the accuracy of identifying perpetrators when using CCTV images, how to create more identifiable facial composites, and the differences in accuracy between younger and older eyewitnesses. Providing in-depth discussion on the limitations of traditional lineups, eyewitness memory fallibility, and the complications that arise when using laboratory simulations, along with suggestions for new methods, this book will be an invaluable resource for researchers in eyewitness recognition, lawyers, players in the criminal justice system, members of innocence commissions, and researchers with interests in cognitive psychology.

Foundations of Computational Linguistics

Foundations of Computational Linguistics PDF Author: Roland Hausser
Publisher: Springer Science & Business Media
ISBN: 3662043378
Category : Computers
Languages : en
Pages : 585

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Book Description
As an interdisciplinary field, computational linguistics has its sources in several areas of science, each with its own goals, methods, and historical background. Thereby, it has remained unclear which components fit together and which do not. This suggests three possible approaches to designing a computational linguistics textbook. The first approach proceeds from one's own school of thought, usually determined of study, rather than by a well-informed, delib by chance, such as one's initial place erate choice. The goal is to extend the inherited theoretical framework or method to as many aspects of language analysis as possible. As a consequence, the issue of com pat ibility with other approaches in the field need not be addressed and one's assumptions are questioned at best in connection with 'puzzling problems. ' The second approach takes the viewpoint of an objective observer and aims to survey the field as completely as possible. However, the large number of different schools, methods, and tasks necessitates a subjective selection. Furthermore, the pre sumed neutrality provides no incentive to investigate the compatibility between the elements selected. The third approach aims at solving a comprehensive functional task, with the differ To arrive at the desired solution, suitability ent approaches being ordered relative to it. and compatibility of the different elements adopted must be investigated with regard to the task at hand.

Aesthetics and Material Beauty

Aesthetics and Material Beauty PDF Author: Jennifer A. McMahon
Publisher: Routledge
ISBN: 1135195633
Category : Art
Languages : en
Pages : 250

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Book Description
In Aesthetics and Material Beauty, Jennifer A. McMahon develops a new aesthetic theory she terms Critical Aesthetic Realism - taking Kantian aesthetics as a starting point and drawing upon contemporary theories of mind from philosophy, psychology, and cognitive science. The creative process does not proceed by a set of rules. Yet the fact that its objects can be understood or appreciated by others suggests that the creative process is constrained by principles to which others have access. According to her update of Kantian aesthetics, beauty is grounded in indeterminate yet systematic principles of perception and cognition. However, Kant’s aesthetic theory rested on a notion of indeterminacy whose consequences for understanding the nature of art were implausible. McMahon conceptualizes "indeterminacy" in terms of contemporary philosophical, psychological, and computational theories of mind. In doing so, she develops an aesthetic theory that reconciles the apparent dichotomies which stem from the tension between the determinacy of communication and the indeterminacy of creativity. Dichotomies such as universality and subjectivity, objectivity and autonomy, cognitivism and non-cognitivism, and truth and beauty are revealed as complementary features of an aesthetic judgment.

Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Language and Thought

Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Language and Thought PDF Author:
Publisher: John Wiley & Sons
ISBN: 1119170699
Category : Psychology
Languages : en
Pages : 672

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Book Description
III. Language & Thought: Sharon Thompson-Schill (Volume Editor) (Topics covered include embodied cognition; discourse and dialogue; reading; creativity; speech production; concepts and categorization; culture and cognition; reasoning; sentence processing; bilingualism; speech perception; spatial cognition; word processing; semantic memory; moral reasoning.)

Blackwell Handbook of Sensation and Perception

Blackwell Handbook of Sensation and Perception PDF Author: E. Bruce Goldstein
Publisher: John Wiley & Sons
ISBN: 0470751991
Category : Psychology
Languages : en
Pages : 800

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Book Description
This state-of-the-art handbook provides an authoritative overview of the field of perception, with special emphasis on new developments and trends. Surveys the entire field of perception, including vision, hearing, taste, olfaction, and cutaneous sensibility. Ideal for researchers and teachers looking for succinct, state-of-the-art overviews of areas outside their speciality, and for anyone wanting to know about current research and future trends. Uses a tutorial approach that results in a balanced description of topics. A 'Selected Readings' section points to general references that provide more detailed treatments of each topic; 'Additional Topics' provide references to important topics. Written by noted authorities in the field. Now available in full text online via xreferplus, the award-winning reference library on the web from xrefer. For more information, visit www.xreferplus.com