Picture Interpretation: A Symbolic Approach

Picture Interpretation: A Symbolic Approach
Author: Zhi-qiang Liu
Publisher: World Scientific
Total Pages: 157
Release: 1995-09-30
Genre: Computers
ISBN: 9814499870

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Traditional methods for image scene interpretation and understanding are based mainly on such single-threaded procedural paradigms as hypothesize-and-test or syntactic parsing. As a result, these systems are unable to carry out tasks that require concurrent hypothesis testing.This book explores a method for symbolically interpreting images based upon a parallel implementation of a network-of-frames suggested, for example, by Minsky (1975), to describe intelligent processing. The system has been implemented in an object-oriented environment in the logic programming language Parlog++ and includes the propagation of uncertainty through each frame using Baldwin's (1986) formulation. The system is tested with several scenarios of increasing complexity, culminating with legal interpretation of traffic intersection images.

Introduction to Pattern Recognition

Introduction to Pattern Recognition
Author: Menahem Friedman
Publisher: World Scientific Publishing Company
Total Pages: 344
Release: 1999-03-01
Genre: Computers
ISBN: 9813105186

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This book is an introduction to pattern recognition, meant for undergraduate and graduate students in computer science and related fields in science and technology. Most of the topics are accompanied by detailed algorithms and real world applications. In addition to statistical and structural approaches, novel topics such as fuzzy pattern recognition and pattern recognition via neural networks are also reviewed. Each topic is followed by several examples solved in detail. The only prerequisites for using this book are a one-semester course in discrete mathematics and a knowledge of the basic preliminaries of calculus, linear algebra and probability theory.

Image Processing For The Food Industry

Image Processing For The Food Industry
Author: E R Davies
Publisher: World Scientific
Total Pages: 311
Release: 2000-05-11
Genre: Computers
ISBN: 9814494410

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This monograph provides detailed background on the image processing problems encountered in the food industry when automatic control and inspection systems are being designed and installed. It starts with a careful study of image processing and machine vision methodology, and then goes on to analyse how this can be applied in the main areas of food processing and production. A case study approach is used to give relevance to the work, making the book user-friendly.This book will help the food industry to observe 'due diligence', and researchers to be more aware of the problems of analysing images of food products.

Wavelet Theory and Its Application to Pattern Recognition

Wavelet Theory and Its Application to Pattern Recognition
Author: Yuan Yan Tang
Publisher: World Scientific
Total Pages: 360
Release: 2000
Genre: Science
ISBN: 9810238193

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This is not a purely mathematical book. It presents the basic principle of wavelet theory to electrical & electronic engineers, computer scientists, & students, as well as the ideas of how wavelets can be applied to pattern recognition. It also contains many novel research results from the authors' research team. Contents: The Basic Concept of the Wavelet Theory in the View of Engineers; Application of Wavelet Transform to Pattern Recognition Including Document Analysis, Character Recognition, etc; Application of Wavelet Transform to Some Topics of Image Processing Used in Pattern Recognition.

Advances In Oriental Document Analysis And Recognition Techniques

Advances In Oriental Document Analysis And Recognition Techniques
Author: Seong-whan Lee
Publisher: World Scientific
Total Pages: 269
Release: 1999-01-08
Genre: Computers
ISBN: 9814495328

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In recent years, rapid progress has been made in computer processing of oriental languages, and the research developments in this area have resulted in tremendous changes in handwriting processing, printed oriental character recognition, document analysis and recognition, automatic input methodologies for oriental languages, etc. Advances in computer processing of oriental languages can also be seen in multimedia computing and the World Wide Web. Many of the results in those domains are presented in this book.

Computer Vision - ECCV'98

Computer Vision - ECCV'98
Author: Hans Burkhardt
Publisher: Springer Science & Business Media
Total Pages: 902
Release: 1998-05-26
Genre: Computers
ISBN: 9783540646136

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This two-volume set constitutes the refereed proceedings of the 5th European Conference on Computer Vision, ECCV'98, held in Freiburg, Germany, in June 1998. The 42 revised full papers and 70 revised posters presented were carefully selected from a total of 223 papers submitted. The papers are organized in sections on multiple-view geometry, stereo vision and calibration, geometry and invariances, structure from motion, colour and indexing, grouping and segmentation, tracking, condensation, matching and registration, image sequences and video, shape and shading, motion and flow, medical imaging, appearance and recognition, robotics and active vision, and motion segmentation.

Machine Learning and Image Interpretation

Machine Learning and Image Interpretation
Author: Terry Caelli
Publisher: Springer Science & Business Media
Total Pages: 441
Release: 2013-11-21
Genre: Technology & Engineering
ISBN: 1489918167

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In this groundbreaking new volume, computer researchers discuss the development of technologies and specific systems that can interpret data with respect to domain knowledge. Although the chapters each illuminate different aspects of image interpretation, all utilize a common approach - one that asserts such interpretation must involve perceptual learning in terms of automated knowledge acquisition and application, as well as feedback and consistency checks between encoding, feature extraction, and the known knowledge structures in a given application domain. The text is profusely illustrated with numerous figures and tables to reinforce the concepts discussed.

Structural, Syntactic, and Statistical Pattern Recognition

Structural, Syntactic, and Statistical Pattern Recognition
Author: Dit-Yan Yeung
Publisher: Springer Science & Business Media
Total Pages: 959
Release: 2006-08-03
Genre: Computers
ISBN: 3540372369

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This is the proceedings of the 11th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2006 and the 6th International Workshop on Statistical Techniques in Pattern Recognition, SPR 2006, held in Hong Kong, August 2006 alongside the Conference on Pattern Recognition, ICPR 2006. 38 revised full papers and 61 revised poster papers are included, together with 4 invited papers covering image analysis, character recognition, bayesian networks, graph-based methods and more.

Document Analysis Systems Ii

Document Analysis Systems Ii
Author: Jonathon J Hull
Publisher: World Scientific
Total Pages: 539
Release: 1998-04-22
Genre: Computers
ISBN: 9814497509

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This book provides an overview of the state of the art in research and development of systems for document image analysis. Topics covered include a variety of systems and architectures for processing document images as well as methods for converting those images into formats that can be manipulated by a computer. The chapters are written by recognized experts in the field and describe Systems and Architectures, Recognition Techniques, Graphics Analysis, Document Image Retrieval, and World Wide Web Applications.

Modelling And Planning For Sensor Based Intelligent Robot Systems

Modelling And Planning For Sensor Based Intelligent Robot Systems
Author: Horst Bunke
Publisher: World Scientific
Total Pages: 508
Release: 1995-10-24
Genre: Computers
ISBN: 9814500518

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This edited and reviewed volume consists of papers that were originally presented at a workshop in the Scientific Center at Schloss Dagstuhl, Germany. It gives an overview of the field and presents the latest developments in the areas of modeling and planning for sensor based robots. The particular topics addressed include active vision, sensor fusion, environment modeling, motion planning, robot navigation, distributed control architectures, reactive behavior, and others.