Applications Of Wavelet Transforms In Pattern Recognition And De Noising

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Multiresolution Signal Decomposition

Author : Paul A. Haddad
Publisher : Academic Press
ISBN 13 : 0323138365
Total Pages : 389 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Multiresolution Signal Decomposition by : Paul A. Haddad

Download or read book Multiresolution Signal Decomposition written by Paul A. Haddad and published by Academic Press. This book was released on 2012-12-02 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth, integrated, and up-to-date exposition of the topic of signal decomposition techniques. Application areas of these techniques include speech and image processing, machine vision, information engineering, High-Definition Television, and telecommunications. The book will serve as the major reference for those entering the field, instructors teaching some or all of the topics in an advanced graduate course and researchers needing to consult an authoritative source.n The first book to give a unified and coherent exposition of multiresolutional signal decomposition techniquesn Classroom tested textbook clearly describes the commonalities among three key methods-transform coding, and wavelet transformsn Gives comparative performance evaluations of many proposed techniques

Progress in Pattern Recognition, Image Analysis and Applications

Author : Alberto Sanfeliu
Publisher : Springer Science & Business Media
ISBN 13 : 3540235272
Total Pages : 720 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Progress in Pattern Recognition, Image Analysis and Applications by : Alberto Sanfeliu

Download or read book Progress in Pattern Recognition, Image Analysis and Applications written by Alberto Sanfeliu and published by Springer Science & Business Media. This book was released on 2004-10-15 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: First of all, we want to congratulate two new research communities from M- ico and Brazil that have recently joined the Iberoamerican community and the International Association for Pattern Recognition. We believe that the series of congresses that started as the “Taller Iberoamericano de Reconocimiento de Patrones (TIARP)”, and later became the “Iberoamerican Congress on Pattern Recognition (CIARP)”, has contributed to these groupconsolidatione?orts. We hope that in the near future all the Iberoamerican countries will have their own groups and associations to promote our areas of interest; and that these congresses will serve as the forum for scienti?c research exchange, sharing of - pertise and new knowledge, and establishing contacts that improve cooperation between research groups in pattern recognition and related areas. CIARP 2004 (9th Iberoamerican Congress on Pattern Recognition) was the ninthinaseriesofpioneeringcongressesonpatternrecognitionintheIberoam- ican community. As in the previous year, CIARP 2004 also included worldwide participation. It took place in Puebla, Mexico. The aim of the congress was to promote and disseminate ongoing research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis,and natural languagep- cessing and recognition, to name a few.

Progress in Pattern Recognition, Image Analysis and Applications

Author : Manuel Lazo
Publisher : Springer
ISBN 13 : 3540322426
Total Pages : 1114 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Progress in Pattern Recognition, Image Analysis and Applications by : Manuel Lazo

Download or read book Progress in Pattern Recognition, Image Analysis and Applications written by Manuel Lazo and published by Springer. This book was released on 2005-10-24 with total page 1114 pages. Available in PDF, EPUB and Kindle. Book excerpt: CIARP 2005 (10th Iberoamerican Congress on Pattern Recognition, X CIARP) is the 10th event in the series of pioneer congresses on pattern recognition in the Iberoamerican community, which takes place in La Habana, Cuba. As in previous years, X CIARP brought together international scientists to promote and disseminate ongoing research and mathematical methods for pattern recognition, image analysis, and applications in such diverse areas as computer vision, robotics, industry, health, entertainment, space exploration, telecommunications, data mining, document analysis, and natural language processing and recognition, to name a few. Moreover, X CIARP was a forum for scientific research, experience exchange, share of new knowledge and increase in cooperation between research groups in pattern recognition, computer vision and related areas. The 10th Iberoamerican Congress on Pattern Recognition was organized by the Cuban Association for Pattern Recognition (ACRP) and sponsored by the Institute of Cybernetics, Mathematics and Physics (ICIMAF), the Advanced Technologies Application Center (CENATAV), the University of Oriente (UO), the Polytechnic Institute “José A Echevarria” (ISPJAE), the Central University of Las Villas (UCLV), the Ciego de Avila University (UNICA), as well as the Center of Technologies Research on Information and Systems (CITIS-UAEH) in Mexico. The conference was also co-sponsored by the Portuguese Association for Pattern Recognition (APRP), the Spanish Association for Pattern Recognition and Image Analysis (AERFAI), the Special Interest Group of the Brazilian Computer Society (SIGPR-SBC), and the Mexican Association for Computer Vision, Neurocomputing and Robotics (MACVNR). X CIARP was endorsed by the International Association for Pattern Recognition (IAPR).

Progress in Pattern Recognition, Image Analysis and Applications

Author : Luis Rueda
Publisher : Springer
ISBN 13 : 3540767258
Total Pages : 989 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Progress in Pattern Recognition, Image Analysis and Applications by : Luis Rueda

Download or read book Progress in Pattern Recognition, Image Analysis and Applications written by Luis Rueda and published by Springer. This book was released on 2007-11-13 with total page 989 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007, held in Valparaiso, Chile, November 13-16, 2007. The 97 revised full papers presented together with four keynote articles were carefully reviewed and selected from 200 submissions. The papers cover ongoing research and mathematical methods for pattern recognition, image analysis, and applications in areas such as computer vision, robotics, industry and health.

Wavelet Theory Approach To Pattern Recognition (3rd Edition)

Author : Yuan Yan Tang
Publisher : World Scientific
ISBN 13 : 9811284067
Total Pages : 563 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Wavelet Theory Approach To Pattern Recognition (3rd Edition) by : Yuan Yan Tang

Download or read book Wavelet Theory Approach To Pattern Recognition (3rd Edition) written by Yuan Yan Tang and published by World Scientific. This book was released on 2024-08-27 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 3rd edition tackles the basic principle of deep learning as well as the application of combination of wavelet theory with deep learning to pattern recognition. Five new chapters related to the combination of wavelet theory and deep learning are added with many novel research results.The useful reference text will benefit academics, researchers, computer scientists, electronic engineers and graduate students in the field of pattern recognition, image analysis, machine learning and electrical and electronic engineering.

Efficient Algorithms for Discrete Wavelet Transform

Author : K K Shukla
Publisher : Springer Science & Business Media
ISBN 13 : 1447149416
Total Pages : 97 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Efficient Algorithms for Discrete Wavelet Transform by : K K Shukla

Download or read book Efficient Algorithms for Discrete Wavelet Transform written by K K Shukla and published by Springer Science & Business Media. This book was released on 2013-01-26 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to its inherent time-scale locality characteristics, the discrete wavelet transform (DWT) has received considerable attention in signal/image processing. Wavelet transforms have excellent energy compaction characteristics and can provide perfect reconstruction. The shifting (translation) and scaling (dilation) are unique to wavelets. Orthogonality of wavelets with respect to dilations leads to multigrid representation. As the computation of DWT involves filtering, an efficient filtering process is essential in DWT hardware implementation. In the multistage DWT, coefficients are calculated recursively, and in addition to the wavelet decomposition stage, extra space is required to store the intermediate coefficients. Hence, the overall performance depends significantly on the precision of the intermediate DWT coefficients. This work presents new implementation techniques of DWT, that are efficient in terms of computation, storage, and with better signal-to-noise ratio in the reconstructed signal.

Pattern Recognition

Author : Shutao Li
Publisher : Springer
ISBN 13 : 3662456435
Total Pages : 628 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Pattern Recognition by : Shutao Li

Download or read book Pattern Recognition written by Shutao Li and published by Springer. This book was released on 2014-11-05 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set CCIS 483 and CCIS 484 constitutes the refereed proceedings of the 6th Chinese Conference on Pattern Recognition, CCPR 2014, held in Changsha, China, in November 2014. The 112 revised full papers presented in two volumes were carefully reviewed and selected from 225 submissions. The papers are organized in topical sections on fundamentals of pattern recognition; feature extraction and classification; computer vision; image processing and analysis; video processing and analysis; biometric and action recognition; biomedical image analysis; document and speech analysis; pattern recognition applications.

Pattern Recognition

Author : Adam Herout
Publisher : BoD – Books on Demand
ISBN 13 : 9537619907
Total Pages : 538 pages
Book Rating : 4.5/5 (376 download)

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Book Synopsis Pattern Recognition by : Adam Herout

Download or read book Pattern Recognition written by Adam Herout and published by BoD – Books on Demand. This book was released on 2010-02-01 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition is a very wide research field. It involves factors as diverse as sensors, feature extraction, pattern classification, decision fusion, applications and others. The signals processed are commonly one, two or three dimensional, the processing is done in real- time or takes hours and days, some systems look for one narrow object class, others search huge databases for entries with at least a small amount of similarity. No single person can claim expertise across the whole field, which develops rapidly, updates its paradigms and comprehends several philosophical approaches. This book reflects this diversity by presenting a selection of recent developments within the area of pattern recognition and related fields. It covers theoretical advances in classification and feature extraction as well as application-oriented works. Authors of these 25 works present and advocate recent achievements of their research related to the field of pattern recognition.

Pattern Recognition and Signal Analysis in Medical Imaging

Author : Anke Meyer-Baese
Publisher : Elsevier
ISBN 13 : 0124166156
Total Pages : 467 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Pattern Recognition and Signal Analysis in Medical Imaging by : Anke Meyer-Baese

Download or read book Pattern Recognition and Signal Analysis in Medical Imaging written by Anke Meyer-Baese and published by Elsevier. This book was released on 2014-03-21 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: Medical imaging is one of the heaviest funded biomedical engineering research areas. The second edition of Pattern Recognition and Signal Analysis in Medical Imaging brings sharp focus to the development of integrated systems for use in the clinical sector, enabling both imaging and the automatic assessment of the resultant data. Since the first edition, there has been tremendous development of new, powerful technologies for detecting, storing, transmitting, analyzing, and displaying medical images. Computer-aided analytical techniques, coupled with a continuing need to derive more information from medical images, has led to a growing application of digital processing techniques in cancer detection as well as elsewhere in medicine. This book is an essential tool for students and professionals, compiling and explaining proven and cutting-edge methods in pattern recognition for medical imaging. - New edition has been expanded to cover signal analysis, which was only superficially covered in the first edition - New chapters cover Cluster Validity Techniques, Computer-Aided Diagnosis Systems in Breast MRI, Spatio-Temporal Models in Functional, Contrast-Enhanced and Perfusion Cardiovascular MRI - Gives readers an unparalleled insight into the latest pattern recognition and signal analysis technologies, modeling, and applications

Image Analysis and Recognition

Author : Aurélio Campilho
Publisher : Springer
ISBN 13 : 3540301259
Total Pages : 905 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Image Analysis and Recognition by : Aurélio Campilho

Download or read book Image Analysis and Recognition written by Aurélio Campilho and published by Springer. This book was released on 2004-09-28 with total page 905 pages. Available in PDF, EPUB and Kindle. Book excerpt: ICIAR 2004, the International Conference on Image Analysis and Recognition, was the ?rst ICIAR conference, and was held in Porto, Portugal. ICIAR will be organized annually, and will alternate between Europe and North America. ICIAR 2005 will take place in Toronto, Ontario, Canada. The idea of o?ering these conferences came as a result of discussion between researchers in Portugal and Canada to encourage collaboration and exchange, mainly between these two countries, but also with the open participation of other countries, addressing recent advances in theory, methodology and applications. The response to the call for papers for ICIAR 2004 was very positive. From 316 full papers submitted, 210 were accepted (97 oral presentations, and 113 - sters). The review process was carried out by the Program Committee members and other reviewers; all are experts in various image analysis and recognition areas. Each paper was reviewed by at least two reviewing parties. The high q- lity of the papers in these proceedings is attributed ?rst to the authors, and second to the quality of the reviews provided by the experts. We would like to thank the authors for responding to our call, and we wholeheartedly thank the reviewers for their excellent work in such a short amount of time. We are espe- ally indebted to the Program Committee for their e?orts that allowed us to set up this publication. We were very pleased to be able to include in the conference, Prof. Murat KuntfromtheSwissFederalInstituteofTechnology,andProf. Mario ́ Figueiredo, oftheInstitutoSuperiorT ́ ecnico,inPortugal.

Introduction to Wavelet Transforms

Author : Nirdosh Bhatnagar
Publisher : CRC Press
ISBN 13 : 1000768694
Total Pages : 360 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Introduction to Wavelet Transforms by : Nirdosh Bhatnagar

Download or read book Introduction to Wavelet Transforms written by Nirdosh Bhatnagar and published by CRC Press. This book was released on 2020-02-18 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The textbook, Introduction to Wavelet Transforms provides basics of wavelet transforms in a self-contained manner. Applications of wavelet transform theory permeate our daily lives. Therefore it is imperative to have a strong foundation for this subject. Features No prior knowledge of the subject is assumed. Sufficient mathematical background is provided to complete the discussion of different topics. Different topics have been properly segmented for easy learning. This makes the textbook pedagogical and unique. Notation is generally introduced in the definitions. Relatively easy consequences of the definitions are listed as observations, and important results are stated as theorems. Examples are provided for clarity and to enhance reader's understanding of the subject. Each chapter also has a problem section. A majority of the problems are provided with sufficient hints. The textbook can be used either in an upper-level undergraduate or first-year graduate class in electrical engineering, or computer science, or applied mathematics. It can also be used by professionals and researchers in the field who would like a quick review of the basics of the subject. About the Author: Nirdosh Bhatnagar works in both academia and industry in Silicon Valley, California. He is also the author of a comprehensive two-volume work: Mathematical Principles of the Internet, published by the CRC Press in the year 2019. Nirdosh earned M.S. in Operations Research, and M.S. and Ph.D. in electrical engineering, all from Stanford University, Stanford, California. .

Wavelet Analysis and Its Applications

Author : Yuan Y. Tang
Publisher : Springer
ISBN 13 : 3540453334
Total Pages : 470 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Wavelet Analysis and Its Applications by : Yuan Y. Tang

Download or read book Wavelet Analysis and Its Applications written by Yuan Y. Tang and published by Springer. This book was released on 2003-06-30 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Wavelet Analysis and Its Applications, WAA 2001, held in Hong Kong, China in December 2001. The 24 revised full papers and 27 revised short papers presented were carefully reviewed and selected from a total of 67 full paper submissions. The book offers topical sections on image compression and coding, video coding and processing, theory, image processing, signal processing, and systems and applications.

Proceedings of the Third International Conference on Wavelet Analysis and Its Applications (WAA)

Author : Jian Ping Li
Publisher : World Scientific
ISBN 13 : 9789812389770
Total Pages : 526 pages
Book Rating : 4.3/5 (897 download)

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Book Synopsis Proceedings of the Third International Conference on Wavelet Analysis and Its Applications (WAA) by : Jian Ping Li

Download or read book Proceedings of the Third International Conference on Wavelet Analysis and Its Applications (WAA) written by Jian Ping Li and published by World Scientific. This book was released on 2003 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multiscale Transforms with Application to Image Processing

Author : Aparna Vyas
Publisher : Springer
ISBN 13 : 9811072728
Total Pages : 258 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Multiscale Transforms with Application to Image Processing by : Aparna Vyas

Download or read book Multiscale Transforms with Application to Image Processing written by Aparna Vyas and published by Springer. This book was released on 2017-12-05 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to image processing, an overview of the transforms which are most widely used in the field of image processing, and an introduction to the application of multiscale transforms in image processing. The book is divided into three parts, with the first part offering the reader a basic introduction to image processing. The second part of the book starts with a chapter on Fourier analysis and Fourier transforms, wavelet analysis, and ends with a chapter on new multiscale transforms. The final part of the book deals with all of the most important applications of multiscale transforms in image processing. The chapters consist of both tutorial and highly advanced material, and as such the book is intended to be a reference text for graduate students and researchers to obtain state-of-the-art knowledge on specific applications. The technique of solving problems in the transform domain is common in applied mathematics and widely used in research and industry, but is a somewhat neglected subject within the undergraduate curriculum. It is hoped that faculty can use this book to create a course that can be offered early in the curriculum and fill this void. Also, the book is intended to be used as a reference manual for scientists who are engaged in image processing research, developers of image processing hardware and software systems, and practising engineers and scientists who use image processing as a tool in their applications.

Wavelet Transforms and Their Applications

Author : Lokenath Debnath
Publisher : Springer Science & Business Media
ISBN 13 : 1461200970
Total Pages : 575 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Wavelet Transforms and Their Applications by : Lokenath Debnath

Download or read book Wavelet Transforms and Their Applications written by Lokenath Debnath and published by Springer Science & Business Media. This book was released on 2011-06-28 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: Overview Historically, the concept of "ondelettes" or "wavelets" originated from the study of time-frequency signal analysis, wave propagation, and sampling theory. One of the main reasons for the discovery of wavelets and wavelet transforms is that the Fourier transform analysis does not contain the local information of signals. So the Fourier transform cannot be used for analyzing signals in a joint time and frequency domain. In 1982, Jean MorIet, in collaboration with a group of French engineers, first introduced the idea of wavelets as a family of functions constructed by using translation and dilation of a single function, called the mother wavelet, for the analysis of nonstationary signals. However, this new concept can be viewed as the synthesis of various ideas originating from different disciplines including mathematics (Calder6n-Zygmund operators and Littlewood-Paley theory), physics (coherent states in quantum mechanics and the renormalization group), and engineering (quadratic mirror filters, sideband coding in signal processing, and pyramidal algorithms in image processing). Wavelet analysis is an exciting new method for solving difficult problems in mathematics, physics, and engineering, with modern applications as diverse as wave propagation, data compression, image processing, pattern recognition, computer graphics, the detection of aircraft and submarines, and improvement in CAT scans and other medical image technology. Wavelets allow complex information such as music, speech, images, and patterns to be decomposed into elementary forms, called the fundamental building blocks, at different positions and scales and subsequently reconstructed with high precision.

Energy Minimization Methods in Computer Vision and Pattern Recognition

Author : Yuri Boykov
Publisher : Springer
ISBN 13 : 3642230946
Total Pages : 437 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Energy Minimization Methods in Computer Vision and Pattern Recognition by : Yuri Boykov

Download or read book Energy Minimization Methods in Computer Vision and Pattern Recognition written by Yuri Boykov and published by Springer. This book was released on 2011-07-22 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2011, held in St. Petersburg, Russia in July , 2011. The book presents 30 revised full papers selected from a total of 52 submissions. The book is divided in sections on discrete and continuous optimization, segmentation, motion and video, learning and shape analysis.

Proceedings of the 21st International Symposium on High Voltage Engineering

Author : Bálint Németh
Publisher : Springer Nature
ISBN 13 : 3030316769
Total Pages : 1569 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Proceedings of the 21st International Symposium on High Voltage Engineering by : Bálint Németh

Download or read book Proceedings of the 21st International Symposium on High Voltage Engineering written by Bálint Németh and published by Springer Nature. This book was released on 2019-11-27 with total page 1569 pages. Available in PDF, EPUB and Kindle. Book excerpt: High voltage engineering is extremely important for the reliable design, safe manufacture and operation of electric devices, equipment and electric power systems. The 21st International Symposium on High Voltage Engineering, organized by the 90 years old Budapest School of High Voltage Engineering, provides an excellent forum to present results, advances and discussions among engineers, researchers and scientists, and share ideas, knowledge and expertise on high voltage engineering. The proceedings of the conference presents the state of the art technology of the field. The content is simultaneously aiming to help practicing engineers to be able to implement based on the papers and researchers to link and further develop ideas.