Recent Issues In Pattern Analysis And Recognition

Author : Virginio Cantoni,Reiner Creutzburg,Stefano Levialdi,Gottfried Wolf
Publisher : Springer Science & Business Media
Page : 1060 pages
File Size : 49,8 Mb
Release : 1989-12-20
Category : Computers
ISBN : 3540518150

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Recent Issues in Pattern Analysis and Recognition by Virginio Cantoni,Reiner Creutzburg,Stefano Levialdi,Gottfried Wolf Pdf

This book offers readers a broad view of research in some Western and Eastern European countries on pattern and signal analysis, and on coding, handling and measurement of images. It is a selection of refereed papers from two sources: first, a satellite conference within the biannual International Conference on Pattern Recognition held in Rome, November 14-17, 1988, and second, work done at the International Basic Laboratory on Image Processing and Computer Graphics, Berlin, GDR. The papers are grouped into three sections. The first section contains new proposals for the specific computation of particular features of digital images and the second section is devoted to the introduction and testing of general approaches to the solution of problems met in digital geometry, image coding, feature extraction and object classification. The third section illustrates some recent practical results obtained on real images specifically in character and speech recognition as well as in biomedicine. All the techniques illustrated in this book will find direct application in the near future. This book should interest and stimulate the reader, provoke new thoughts and encourage further research in this widely appealing field.

Author : Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani
Publisher : Springer Nature
Page : 685 pages
File Size : 53,6 Mb
Release : 2021-02-20
Category : Computers
ISBN : 9783030687878

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Pattern Recognition. ICPR International Workshops and Challenges by Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani Pdf

This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.

Author : Wladyslaw Homenda,Witold Pedrycz
Publisher : John Wiley & Sons
Page : 320 pages
File Size : 55,5 Mb
Release : 2018-02-09
Category : Technology & Engineering
ISBN : 9781119302858

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Pattern Recognition by Wladyslaw Homenda,Witold Pedrycz Pdf

A new approach to the issue of data quality in pattern recognition Detailing foundational concepts before introducing more complex methodologies and algorithms, this book is a self-contained manual for advanced data analysis and data mining. Top-down organization presents detailed applications only after methodological issues have been mastered, and step-by-step instructions help ensure successful implementation of new processes. By positioning data quality as a factor to be dealt with rather than overcome, the framework provided serves as a valuable, versatile tool in the analysis arsenal. For decades, practical need has inspired intense theoretical and applied research into pattern recognition for numerous and diverse applications. Throughout, the limiting factor and perpetual problem has been data—its sheer diversity, abundance, and variable quality presents the central challenge to pattern recognition innovation. Pattern Recognition: A Quality of Data Perspective repositions that challenge from a hurdle to a given, and presents a new framework for comprehensive data analysis that is designed specifically to accommodate problem data. Designed as both a practical manual and a discussion about the most useful elements of pattern recognition innovation, this book: Details fundamental pattern recognition concepts, including feature space construction, classifiers, rejection, and evaluation Provides a systematic examination of the concepts, design methodology, and algorithms involved in pattern recognition Includes numerous experiments, detailed schemes, and more advanced problems that reinforce complex concepts Acts as a self-contained primer toward advanced solutions, with detailed background and step-by-step processes Introduces the concept of granules and provides a framework for granular computing Pattern recognition plays a pivotal role in data analysis and data mining, fields which are themselves being applied in an expanding sphere of utility. By facing the data quality issue head-on, this book provides students, practitioners, and researchers with a clear way forward amidst the ever-expanding data supply.

Author : Horst Bunke,Patrick S P Wang
Publisher : World Scientific
Page : 851 pages
File Size : 50,6 Mb
Release : 1997-05-02
Category : Computers
ISBN : 9789814500388

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Handbook Of Character Recognition And Document Image Analysis by Horst Bunke,Patrick S P Wang Pdf

Optical character recognition and document image analysis have become very important areas with a fast growing number of researchers in the field. This comprehensive handbook with contributions by eminent experts, presents both the theoretical and practical aspects at an introductory level wherever possible.

Author : Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani
Publisher : Springer Nature
Page : 749 pages
File Size : 51,7 Mb
Release : 2021-03-04
Category : Computers
ISBN : 9783030687991

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Pattern Recognition. ICPR International Workshops and Challenges by Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani Pdf

This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.

Author : Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani
Publisher : Springer Nature
Page : 753 pages
File Size : 54,5 Mb
Release : 2021-02-22
Category : Computers
ISBN : 9783030687908

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Pattern Recognition. ICPR International Workshops and Challenges by Alberto Del Bimbo,Rita Cucchiara,Stan Sclaroff,Giovanni Maria Farinella,Tao Mei,Marco Bertini,Hugo Jair Escalante,Roberto Vezzani Pdf

This 8-volumes set constitutes the refereed of the 25th International Conference on Pattern Recognition Workshops, ICPR 2020, held virtually in Milan, Italy and rescheduled to January 10 - 11, 2021 due to Covid-19 pandemic. The 416 full papers presented in these 8 volumes were carefully reviewed and selected from about 700 submissions. The 46 workshops cover a wide range of areas including machine learning, pattern analysis, healthcare, human behavior, environment, surveillance, forensics and biometrics, robotics and egovision, cultural heritage and document analysis, retrieval, and women at ICPR2020.

Author : Marcello Pelillo
Publisher : Springer Science & Business Media
Page : 291 pages
File Size : 53,9 Mb
Release : 2013-11-26
Category : Computers
ISBN : 9781447156284

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Similarity-Based Pattern Analysis and Recognition by Marcello Pelillo Pdf

This accessible text/reference presents a coherent overview of the emerging field of non-Euclidean similarity learning. The book presents a broad range of perspectives on similarity-based pattern analysis and recognition methods, from purely theoretical challenges to practical, real-world applications. The coverage includes both supervised and unsupervised learning paradigms, as well as generative and discriminative models. Topics and features: explores the origination and causes of non-Euclidean (dis)similarity measures, and how they influence the performance of traditional classification algorithms; reviews similarity measures for non-vectorial data, considering both a “kernel tailoring” approach and a strategy for learning similarities directly from training data; describes various methods for “structure-preserving” embeddings of structured data; formulates classical pattern recognition problems from a purely game-theoretic perspective; examines two large-scale biomedical imaging applications.

Author : H. Niemann
Publisher : Springer Science & Business Media
Page : 316 pages
File Size : 52,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642966507

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Pattern Analysis by H. Niemann Pdf

This book is devoted to pattern analysis, that is, the automatic construc tion of a symbolic description for a complex pattern, like an image or con nected speech. Pattern analysis thus tries to simulate certain capabilities which go without saying in any human central nervous system. The increasing interest and growing efforts at solving the problems related with pattern analysis are motivated by the challenge of the problem and the expected ap plications. Potential applications are numerous and result from the fact that data can be gathered and stored by modern devices in ever increasing extent, thus making the finding of particular interesting facts or events in these hosts of data an ever increasing problem. It was tried to organize the book around one particular view of pattern analysis: the view that pattern analysis requires an appropriate set of modules operating on a common data base which contains interme processing diate results of processing. Although other views are certainly possible, this one was adopted because the author feels that it is a useful idea, be cause the size of this book had to be kept within reasonable bounds, and because it facilitated the composition of fairly self-contained chapters.

Author : Animesh Adhikari,Jhimli Adhikari,Witold Pedrycz
Publisher : Springer Science & Business Media
Page : 238 pages
File Size : 49,6 Mb
Release : 2013-12-09
Category : Technology & Engineering
ISBN : 9783319034102

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Data Analysis and Pattern Recognition in Multiple Databases by Animesh Adhikari,Jhimli Adhikari,Witold Pedrycz Pdf

Pattern recognition in data is a well known classical problem that falls under the ambit of data analysis. As we need to handle different data, the nature of patterns, their recognition and the types of data analyses are bound to change. Since the number of data collection channels increases in the recent time and becomes more diversified, many real-world data mining tasks can easily acquire multiple databases from various sources. In these cases, data mining becomes more challenging for several essential reasons. We may encounter sensitive data originating from different sources - those cannot be amalgamated. Even if we are allowed to place different data together, we are certainly not able to analyze them when local identities of patterns are required to be retained. Thus, pattern recognition in multiple databases gives rise to a suite of new, challenging problems different from those encountered before. Association rule mining, global pattern discovery and mining patterns of select items provide different patterns discovery techniques in multiple data sources. Some interesting item-based data analyses are also covered in this book. Interesting patterns, such as exceptional patterns, icebergs and periodic patterns have been recently reported. The book presents a thorough influence analysis between items in time-stamped databases. The recent research on mining multiple related databases is covered while some previous contributions to the area are highlighted and contrasted with the most recent developments.

Author : R Plamondon
Publisher : World Scientific
Page : 180 pages
File Size : 46,6 Mb
Release : 1994-10-28
Category : Computers
ISBN : 9789814501736

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Progress in Automatic Signature Verification by R Plamondon Pdf

This volume highlights some of the multidisciplinary aspects of automatic signature verification. The first two chapters serve as an introduction. The first constitutes a review of the literature of the past five years. The second addresses the problem of parallel strategies to construct and optimize feature vectors to describe a signature. The remaining six chapters are divided into two sections: research on static systems and research on dynamic systems. The section on off-line systems describes a system, based on cooperative neural networks for the automatic processing of signatures on checks, for background removal as well as a model-based system that segments the signature into elements which are then processed locally and globally to evaluate the similarity between two specimens. The three papers on on-line systems compare three verification methods, based on statistical models of signature features using the same benchmark, describe a step-wise verification method based on the analysis of the signature components and describe the different design phases of an operational system, focusing on the various decisions that have to be made throughout the development of such a prototype. Contents:Automatic Signature Verification: The State of the Art — 1989–1993 (F Leclerc & R Plamondon)An Evaluation of Parallel Strategies for Feature Vector Construction in Automatic Signature Verification Systems (M C Fairhurst and P Brittan)A Static Signature Verification System Based on a Cooperating Neural Networks Architecture (H Cardot et al.)Off-Line Verification of Japanese Signatures After Elimination of Background Patterns (I Yoshimura & M Yoshimura)Structural Interpretation of Handwritten Signature Images (R Sabourin et al.)Statistical Methods for On-Line Signature Verification (W Nelson et al.)Component-Oriented Algorithms for Signature Verification (G Dimauro et al.)The Design of an On-Line Signature Verification System: From Theory to Practice (R Plamondon) Readership: Computer scientists. keywords:Automatic Signature Verification;Feature Vector Construction;Static Signature Verification System;Off-Line Verification;Structural Interpretation;Statistical Methods; Component-Oriented Algorithms;On-Line Signature Verification Sytems

Author : Horst Bunke,Sebastiano Impedovo,Patrick S P Wang
Publisher : World Scientific
Page : 390 pages
File Size : 46,6 Mb
Release : 1997-12-04
Category : Computers
ISBN : 9789814497091

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Automatic Bankcheck Processing by Horst Bunke,Sebastiano Impedovo,Patrick S P Wang Pdf

The widespread use of bankchecks in daily life makes the development of check-reading systems of fundamental relevance to banks and other financial institutions. This will improve productivity and allow advanced customer services. Therefore, many industrial companies and academic research laboratories have recently been attracted to this field, which involves several aspects, like image acquisition and preprocessing, layout analysis, preprinted data identification and recognition, user-entered data extraction, recognition of handwritten characters and words, and signature verification.The contributions collected in this book present the state of the art in the field of complete systems for bankcheck recognition, and explore the most promising trends in key aspects of this research field.

Author : Nikolay N Mirenkov
Publisher : World Scientific
Page : 519 pages
File Size : 49,7 Mb
Release : 1991-08-24
Category : Electronic
ISBN : 9789814556019

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Parallel Computing Technologies - Proceedings Of The International Conference by Nikolay N Mirenkov Pdf

The proceedings of this UNESCO-supported conference consist of papers covering new trends and experiences in parallel computing technologies. Emphasis is made on the practical aspects of parallel programming, especially: all aspects of the applications of parallel computing technologies; hardware, languages and software tools for parallel processing; operating systems; general architecture concepts; enabling technologies; performance measurements; and the teaching of parallel processing technology.

Author : Anonim
Publisher : Unknown
Page : 174 pages
File Size : 54,9 Mb
Release : 1979
Category : Image processing
ISBN : OCLC:35390715

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Pattern Recognition and Image Processing by Anonim Pdf

Author : Sebastiano Impedovo
Publisher : World Scientific
Page : 760 pages
File Size : 51,7 Mb
Release : 1994-04-06
Category : Electronic
ISBN : 9789814552431

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Progress In Image Analysis And Processing Iii - Proceedings Of The 7th International Conference On Image Analysis And Processing by Sebastiano Impedovo Pdf

This volume contains the proceedings of the 7ICIAP held in Monopoli, Italy.Some of the Areas Covered Include: Active Vision, Computer Vision System; Data Structures and Representations; Feature Extraction; Geometric Modelling; Human Perception and Computer Vision; Image Analysis; Language for Image Modelling; Processing and Retrieval; Motion Analysis and Time Varying Images; Neurocomputing for Recognition; Parallel Computer Architecture; Pattern Recognition; Picture and Video Coding.

Author : Wolfgang Göpel,Joachim Hesse,J. N. Zemel
Publisher : John Wiley & Sons
Page : 672 pages
File Size : 52,9 Mb
Release : 2008-09-26
Category : Technology & Engineering
ISBN : 9783527620708

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Sensors, Optical Sensors by Wolfgang Göpel,Joachim Hesse,J. N. Zemel Pdf

'Sensors' is the first self-contained series to deal with the whole area of sensors. It describes general aspects, technical and physical fundamentals, construction, function, applications and developments of the various types of sensors. This volume provides a unique overview of optical sensors. Fundamentals, technical aspects, applications and various measuring techniques in the wide field of optics are described. It also covers light propagation, its measurement, the principles of photoelectric conversion as well as a survey of light sources, detectors and different kinds of optical parts. Five chapters describe detection schemes depending on wavelength, phase, and pulsetime. It also presents topics such as: Instruments approved in industry and novel concepts of optical sensors; Fiber and integrated optics as more recent techniques; Different techniques of optical sensing such as machine vision and signal processing, and for the determination surface morphology and deformation are covered. This volume is an indispensable reference work and text book for both specialists and newcomers, researchers and developers.