Advances In Digital Image Processing

Author : Ankur Dumka,Alaknanda Ashok,Parag Verma,Poonam Verma
Publisher : CRC Press
Page : 237 pages
File Size : 43,9 Mb
Release : 2020-12-09
Category : Computers
ISBN : 9781000281316

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Advanced Digital Image Processing and Its Applications in Big Data by Ankur Dumka,Alaknanda Ashok,Parag Verma,Poonam Verma Pdf

This book covers the technology of digital image processing in various fields with big data and their applications. Readers will understand various technologies and strategies used in digital image processing as well as handling big data, using machine-learning techniques. This book will help to improve the skills of students and researchers in such fields as engineering, agriculture, and medical imaging. There is a need to be able to understand and analyse the latest developments of digital image technology. As such, this book will cover: · Applications such as biomedical science and biometric image processing, content-based image retrieval, remote sensing, pattern recognition, shape and texture analysis · New concepts in color interpolation to produce the full color from the sub-pattern bare pattern color prevalent in today's digital cameras and other imaging devices · Image compression standards that are needed to serve diverse applications · Applications of remote sensing, medical science, traffic management, education, innovation, and analysis in agricultural design and image processing · Both soft and hard computing approaches at great length in relation to major image processing tasks · The direction and development of current and future research in many areas of image processing · A comprehensive bibliography for additional research (integrated within the framework of the book) This book focuses not only on theoretical and practical knowledge in the field but also on the traditional and latest tools and techniques adopted in image processing and data science. It also provides an indispensable guide to a wide range of basic and advanced techniques in the fields of image processing and data science.

Author : P. Stucki
Publisher : Springer Science & Business Media
Page : 342 pages
File Size : 52,7 Mb
Release : 2013-11-11
Category : Computers
ISBN : 9781461582823

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Advances in Digital Image Processing by P. Stucki Pdf

Digital image processing, originally established to analyze and improve lunar images, is rapidly growing into a wealth of new appli cations, due to the enormous technical progress made in computer engineering. At present, the most important fields of growth appear to emerge in the areas of medical image processing (i. e. tomography, thermography), earth resource inventory (i. e. land usage, minerals), office automation (i. e. document storage, retrieval and reproduction) and industrial production (i. e. computer vision for mechanical ro bots). Currently, emphasis is being shifted from signal-processing re search and design-innovation activities towards cost-efficient system implementations for interactive digital image processing. For the years ahead, trends in computer engineering indicate still further advances in Large Scale Integration (LSI) and Input/Output (I/O) technologies allowing the implementation of powerful parallel and/or distributed processor architectures for real-time processing of high resolution achromatic and color images. In view of the many new developments in the field of digital image processing and recognizing the importance of discussing these developments amongst key scientists that might make use of them, ffiM Germany sponsored an international symposium on 'Advances in Digital Image Processing', held at Bad Neuenahr, Federal Republic of Germany, September 26 - 28, 1978. The interest shown in this symposium encouraged the publi cation of the papers presented in this volume of the ffiM Research Symposium Series.

Author : Wilhelm Burger,Mark J. Burge
Publisher : Springer Science & Business Media
Page : 369 pages
File Size : 48,6 Mb
Release : 2013-11-18
Category : Computers
ISBN : 9781848829190

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Principles of Digital Image Processing by Wilhelm Burger,Mark J. Burge Pdf

This textbook is the third of three volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and concrete implementations of the most important techniques. This volume builds upon the introductory material presented in the first two volumes with additional key concepts and methods in image processing. Features: practical examples and carefully constructed chapter-ending exercises; real implementations, concise mathematical notation, and precise algorithmic descriptions designed for programmers and practitioners; easily adaptable Java code and completely worked-out examples for easy inclusion in existing applications; uses ImageJ; provides a supplementary website with the complete Java source code, test images, and corrections; additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements.

Author : Srivastava, Rajeev
Publisher : IGI Global
Page : 451 pages
File Size : 49,7 Mb
Release : 2013-09-30
Category : Computers
ISBN : 9781466645592

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Research Developments in Computer Vision and Image Processing: Methodologies and Applications by Srivastava, Rajeev Pdf

Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: Methodologies and Applications brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Author : Alan Conrad Bovik,Chang Wen Chen,Dmitry B. Goldgof
Publisher : World Scientific
Page : 398 pages
File Size : 47,5 Mb
Release : 2002
Category : Technology & Engineering
ISBN : 9789812380913

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Advances in Image Processing and Understanding by Alan Conrad Bovik,Chang Wen Chen,Dmitry B. Goldgof Pdf

This volume of original papers has been assembled to honor the achievements of Professor Thomas S Huang in the area of image processing and image analysis. Professor Huang's life of inquiry has spanned a number of decades as his work on imaging problems began in 1960's. Over these 40 years, he has made many fundamental and pioneering contributions to nearly every area of this field. Professor Huang has received numerous Awards, including the prestigious Jack Kilby Signal Processing Medal from IEEE. He has been elected to the National Academy of Engineering, and named Fellow of IEEE, Fellow of OSA, Fellow of IAPR, and Fellow of SPIE. Professor Huang has made fundamental contributions to image processing, pattern recognition, and computer vision: including design and stability test of multidimensional digital filters, digital holography; compression techniques for documents and images; 3D motion and modeling, analysis and visualization of the human face, hand and body, multi-modal human-computer interfaces; and multimedia databases. Many of his research ideas have been seminal, opening up new areas of research. Professor Huang is continuing his contribution to the field in the new millennium This book is intended to highlight his contributions by showing the breadth of areas in which his students are working. As such, contributed chapters were written by some of his many former graduate students (some with Professor Huang as a coauthor) and illustrate not only his contributions to imaging science but also his commitment to educational endeavor. The breadth of contributions is an indication of influence of Professor Huang to the field of signal processing, image processing, computer vision and applications; the book includes chapters on learning in image retrieval, facial motion analysis, cloud motion tracking, wavelet coding, robust video transmission, and many other topics. The Appendix contains several reprints of Professor Huang's most influential papers from 1970's to 1990's. This book is directed towards image processing researchers, including academic faculty, graduate students and industry researchers, as well as toward professionals working in application areas.

Author : Rashmi Gupta,Arun Kumar Rana,Sachin Dhawan,Korhan Cengiz
Publisher : CRC Press
Page : 380 pages
File Size : 41,5 Mb
Release : 2021-03-26
Category : Computers
ISBN : 9781000543025

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Advanced Sensing in Image Processing and IoT by Rashmi Gupta,Arun Kumar Rana,Sachin Dhawan,Korhan Cengiz Pdf

The book provides future research directions in IoT and image processing based Energy, Industry, and Healthcare domain and explores the different applications of its associated technologies. However, the Internet of Things and image processing is a very big field with a lot of subfields, which are very important such as Smart Homes to improve our daily life, Smart Cities to improve the citizens' life, Smart Towns to recover the livability and traditions, Smart Earth to protect our world, and Industrial Internet of Things to create safer and easier jobs. This book considers very important research areas in Energy, Industry, and Healthcare domain with IoT and image processing applications.The aim of the book to highlights future directions of optimization methods in various engineering and science applications in various IoT and image processing applications. Emphasis is given to deep learning and similar models of neural network-based learning techniques employed in solving optimization problems of different engineering and science applications. The role of AI in mechatronics is also highlighted using suitable optimization methods. This book considers very important research areas in Energy, Industry, and Healthcare. It addresses major issues and challenges in Energy, Industry, and Healthcare and solutions proposed for IoT-enabled cellular/computer networks, routing/communication protocols, surveillances applications, secured data management, and positioning approaches. It focuses mainly on smart and context-aware implementations. Key sailing Features: The impact of the proposed book is to provide a major area of concern to develop a foundation for the implementation process of new image processing and IoT devices based on Energy, Industry, and Healthcare related technology. The researchers working on image processing and IoT devices can correlate their work with other requirements of advanced technology in Energy, Industry, and Healthcare domain. To make aware of the latest technology like AI and Machine learning in Energy, Industry, and Healthcare related technology. Useful for the researcher to explore new things like Security, cryptography, and privacy in Energy, Industry, and Healthcare related technology. People who want to start in Energy, Industry, and Healthcare related technology with image processing and IoT world.

Author : Kumar, N. Suresh,Sangaiah, Arun Kumar,Arun, M.,Anand, S.
Publisher : IGI Global
Page : 439 pages
File Size : 45,6 Mb
Release : 2017-02-10
Category : Computers
ISBN : 9781522520542

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Advanced Image Processing Techniques and Applications by Kumar, N. Suresh,Sangaiah, Arun Kumar,Arun, M.,Anand, S. Pdf

Today, the scope of image processing and recognition has broadened due to the gap in scientific visualization. Thus, new imaging techniques have developed, and it is imperative to study this progression for optimal utilization. Advanced Image Processing Techniques and Applications is an essential reference publication for the latest research on digital image processing advancements. Featuring expansive coverage on a broad range of topics and perspectives, such as image and video steganography, pattern recognition, and artificial vision, this publication is ideally designed for scientists, professionals, researchers, and academicians seeking current research on solutions for new challenges in image processing.

Author : Gabriel Cristobal,Peter Schelkens,Hugo Thienpont
Publisher : John Wiley & Sons
Page : 949 pages
File Size : 48,7 Mb
Release : 2013-02-12
Category : Technology & Engineering
ISBN : 9783527635252

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Optical and Digital Image Processing by Gabriel Cristobal,Peter Schelkens,Hugo Thienpont Pdf

In recent years, Moore's law has fostered the steady growth of the field of digital image processing, though the computational complexity remains a problem for most of the digital image processing applications. In parallel, the research domain of optical image processing has matured, potentially bypassing the problems digital approaches were suffering and bringing new applications. The advancement of technology calls for applications and knowledge at the intersection of both areas but there is a clear knowledge gap between the digital signal processing and the optical processing communities. This book covers the fundamental basis of the optical and image processing techniques by integrating contributions from both optical and digital research communities to solve current application bottlenecks, and give rise to new applications and solutions. Besides focusing on joint research, it also aims at disseminating the knowledge existing in both domains. Applications covered include image restoration, medical imaging, surveillance, holography, etc... "a very good book that deserves to be on the bookshelf of a serious student or scientist working in these areas." Source: Optics and Photonics News

Author : Chanda Bhabatosh,majumder Dwijesh Dutta
Publisher : PHI Learning Pvt. Ltd.
Page : 492 pages
File Size : 41,6 Mb
Release : 1977
Category : Image analysis
ISBN : 8120343255

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Digital Image Processing and Analysis by Chanda Bhabatosh,majumder Dwijesh Dutta Pdf

Author : Niceto Salazar
Publisher : Unknown
Page : 0 pages
File Size : 46,7 Mb
Release : 2016-05-23
Category : Electronic
ISBN : 1682852962

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Advances, Tools and Techniques of Digital Image Processing by Niceto Salazar Pdf

Digital image processing is the application of computer programs and algorithms to process digital images. This book includes topics such as image recognition and identification, restoration and segmentation techniques, different types of images, enhancing digital images, etc. The objective of this book is to give a comprehensive overview of the different aspects of digital image processing and the various tools and technologies used in this field. It will serve as a reference to a broad spectrum of readers.

Author : Dhinaharan Nagamalai,Eric Renault,Murugan Dhanuskodi
Publisher : Springer Science & Business Media
Page : 493 pages
File Size : 50,8 Mb
Release : 2011-09-14
Category : Computers
ISBN : 9783642240546

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Advances in Digital Image Processing and Information Technology by Dhinaharan Nagamalai,Eric Renault,Murugan Dhanuskodi Pdf

This book constitutes the refereed proceedings of the First International Conference on Digital Image Processing and Pattern Recognition, DPPR 2011, held in Tirunelveli, India, in September 2011. The 48 revised full papers were carefully reviewed and selected from about 400 submissions. The conference brought together leading researchers, engineers and scientists in the domain of Digital Image Processing and Pattern Recognition. The papers cover all theoretical and practical aspects of the field and present new advances and current research results in two tracks, namely: digital image processing and pattern recognition, and computer science, engineering and information technology.

Author : Geoff Dougherty
Publisher : Cambridge University Press
Page : 463 pages
File Size : 40,7 Mb
Release : 2009
Category : Computers
ISBN : 9780521860857

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Digital Image Processing for Medical Applications by Geoff Dougherty Pdf

Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.

Author : Jorge L.C. Sanz
Publisher : Springer Science & Business Media
Page : 784 pages
File Size : 45,5 Mb
Release : 1996-02-22
Category : Computers
ISBN : 3540583068

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Image Technology by Jorge L.C. Sanz Pdf

§vImage processing and machine vision are fields of renewed interest in the commercial market. People in industry, managers, and technical engineers are looking for new technologies to move into the market. Many of the most promising developments are taking place in the field of image processing and its applications. The book offers a broad coverage of advances in a range of topics in image processing and machine vision.

Author : Pramod K. Varshney,Manoj K. Arora
Publisher : Springer Science & Business Media
Page : 323 pages
File Size : 54,5 Mb
Release : 2013-03-09
Category : Science
ISBN : 9783662056059

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Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data by Pramod K. Varshney,Manoj K. Arora Pdf

The first of its kind, this book reviews image processing tools and techniques including Independent Component Analysis, Mutual Information, Markov Random Field Models and Support Vector Machines. The book also explores a number of experimental examples based on a variety of remote sensors. The book will be useful to people involved in hyperspectral imaging research, as well as by remote-sensing data like geologists, hydrologists, environmental scientists, civil engineers and computer scientists.

Author : Rafael C. Gonzalez,Richard E. Woods
Publisher : Pearson UK
Page : 1022 pages
File Size : 42,9 Mb
Release : 2018-06-21
Category : Computers
ISBN : 9781292223070

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Digital Image Processing, Global Edition by Rafael C. Gonzalez,Richard E. Woods Pdf

The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you will receive via email the code and instructions on how to access this product. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed. For courses in Image Processing and Computer Vision. For years, Image Processing has been the foundational text for the study of digital image processing. The book is suited for students at the college senior and first-year graduate level with prior background in mathematical analysis, vectors, matrices, probability, statistics, linear systems, and computer programming. As in all earlier editions, the focus of this edition of the book is on fundamentals. The 4th Edition is based on an extensive survey of faculty, students, and independent readers in 5 institutions from 3 countries. Their feedback led to expanded or new coverage of topics such as deep learning and deep neural networks, including convolutional neural nets, the scale-invariant feature transform (SIFT), MERS, graph cuts, k-means clustering and superpiels, active contours (snakes and level sets), and each histogram matching. Major improvements were made in reorganising the material on image transforms into a more cohesive presentation, and in the discussion of spatial kernels and spatial filtering. Major revisions and additions were made to examples and homework exercises throughout the book.