Computer Vision and Image Processing Book

Computer Vision and Image Processing


  • Author : Manas Kamal Bhuyan
  • Publisher : CRC Press
  • Release Date : 2019-11-05
  • Genre: Computers
  • Pages : 442
  • ISBN 10 : 9781351248389

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Computer Vision and Image Processing Excerpt :

The book familiarizes readers with fundamental concepts and issues related to computer vision and major approaches that address them. The focus of the book is on image acquisition and image formation models, radiometric models of image formation, image formation in the camera, image processing concepts, concept of feature extraction and feature selection for pattern classification/recognition, and advanced concepts like object classification, object tracking, image-based rendering, and image registration. Intended to be a companion to a typical teaching course on computer vision, the book takes a problem-solving approach.

Computer Vision and Image Processing Book

Computer Vision and Image Processing


  • Author : Linda Shapiro
  • Publisher : Academic Press
  • Release Date : 1992-04-27
  • Genre: Technology & Engineering
  • Pages : 638
  • ISBN 10 : 9780323141567

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Computer Vision and Image Processing Excerpt :

Computer Vision and Image Processing contains review papers from the Computer Vision, Graphics, and Image Processing volume covering a large variety of vision-related topics. Organized into five parts encompassing 26 chapters, the book covers topics on image-level operations and architectures; image representation and recognition; and three-dimensional imaging. The introductory part of this book is concerned with the end-to-end performance of image gathering and processing for high-resolution edge detection. It proposes methods using mathematical morphology to provide a complete edge detection process that may be used with any slope approximating operator. This part also discusses the automatic control of low-level robot vision, presents an image partitioning method suited for parallel implementation, and describes invariant architectures for low-level vision. The subsequent two sections present significant topics on image representation and recognition. Topics covered include the use of the primitives chain code; the geometric properties of the generalized cone; efficient rendering and structural-statistical character recognition algorithms; multi-level thresholding for image segmentation; knowledge-based object recognition system; and shape decomposition method based on perceptual structure. The fourth part describes a rule-based expert system for recovering three-dimensional shape and orientation. A procedure of intensity-guided range sensing to gain insights on the concept of cooperative-and-iterative strategy is also presented in this part. The concluding part contains supplementary texts on texture segmentation using topographic labels and an improved algorithm for labeling connected components in a binary image. Additional algorithms for three-dimensional motion parameter determination and surface tracking in three-dimensional binary images are also provided.

Handbook of Image Processing and Computer Vision Book

Handbook of Image Processing and Computer Vision


  • Author : Arcangelo Distante
  • Publisher : Springer Nature
  • Release Date : 2020-05-28
  • Genre: Computers
  • Pages : 491
  • ISBN 10 : 9783030381486

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Handbook of Image Processing and Computer Vision Excerpt :

Across three volumes, the Handbook of Image Processing and Computer Vision presents a comprehensive review of the full range of topics that comprise the field of computer vision, from the acquisition of signals and formation of images, to learning techniques for scene understanding. The authoritative insights presented within cover all aspects of the sensory subsystem required by an intelligent system to perceive the environment and act autonomously. Volume 1 (From Energy to Image) examines the formation, properties, and enhancement of a digital image. Topics and features: • Describes the fundamental processes in the field of artificial vision that enable the formation of digital images from light energy • Covers light propagation, color perception, optical systems, and the analog-to-digital conversion of the signal • Discusses the information recorded in a digital image, and the image processing algorithms that can improve the visual qualities of the image • Reviews boundary extraction algorithms, key linear and geometric transformations, and techniques for image restoration • Presents a selection of different image segmentation algorithms, and of widely-used algorithms for the automatic detection of points of interest • Examines important algorithms for object recognition, texture analysis, 3D reconstruction, motion analysis, and camera calibration • Provides an introduction to four significant types of neural network, namely RBF, SOM, Hopfield, and deep neural networks This all-encompassing survey offers a complete reference for all students, researchers, and practitioners involved in developing intelligent machine vision systems. The work is also an invaluable resource for professionals within the IT/software and electronics industries involved in machine vision, imaging, and artificial intelligence. Dr. Cosimo Distante is a Research Scientist in Computer Vision and Pattern Recognition in the Institute of Applied Sciences and Intelligent Systems (I

Computer Vision and Image Processing in the Deep Learning Era Book

Computer Vision and Image Processing in the Deep Learning Era


  • Author : Jose Garcia-Rodriguez
  • Publisher : Unknown
  • Release Date : 2021-10-30
  • Genre: Uncategoriezed
  • Pages : 300
  • ISBN 10 : 1799888924

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Computer Vision and Image Processing in the Deep Learning Era Excerpt :

Provides the latest research and advances in computer vision, data image processes, and state-of-the-art research in the deep learning era. The book evaluates and reviews the systems, tools and technologies used in these processes and their applications.

Algorithms for Image Processing and Computer Vision Book

Algorithms for Image Processing and Computer Vision


  • Author : J. R. Parker
  • Publisher : John Wiley & Sons Incorporated
  • Release Date : 1997
  • Genre: Computers
  • Pages : 417
  • ISBN 10 : UOM:39015040683305

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Algorithms for Image Processing and Computer Vision Excerpt :

A cookbook of the hottest new algorithms and cutting-edge techniques in image processing and computer vision This amazing book/CD package puts the power of all the hottest new image processing techniques and algorithms in your hands. Based on J. R. Parker's exhaustive survey of Internet newsgroups worldwide, Algorithms for Image Processing and Computer Vision answers the most frequently asked questions with practical solutions. Parker uses dozens of real-life examples taken from fields such as robotics, space exploration, forensic analysis, cartography, and medical diagnostics, to clearly describe the latest techniques for morphing, advanced edge detection, wavelets, texture classification, image restoration, symbol recognition, and genetic algorithms, to name just a few. And, best of all, he implements each method covered in C and provides all the source code on the CD. For the first time, you're rescued from the hours of mind-numbing mathematical calculations it would ordinarily take to program these state-of-the-art image processing capabilities into software. At last, nonmathematicians get all the shortcuts they need for sophisticated image recognition and processing applications. On the CD-ROM you'll find: * Complete code for examples in the book * A gallery of images illustrating the results of advanced techniques * A free GNU compiler that lets you run source code on any platform * A system for restoring damaged or blurred images * A genetic algorithms package

Algorithms for Image Processing and Computer Vision Book
Score: 4.5
From 2 Ratings

Algorithms for Image Processing and Computer Vision


  • Author : J. R. Parker
  • Publisher : John Wiley & Sons
  • Release Date : 2010-11-29
  • Genre: Computers
  • Pages : 504
  • ISBN 10 : 1118021886

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Algorithms for Image Processing and Computer Vision Excerpt :

A cookbook of algorithms for common image processing applications Thanks to advances in computer hardware and software, algorithms have been developed that support sophisticated image processing without requiring an extensive background in mathematics. This bestselling book has been fully updated with the newest of these, including 2D vision methods in content-based searches and the use of graphics cards as image processing computational aids. It’s an ideal reference for software engineers and developers, advanced programmers, graphics programmers, scientists, and other specialists who require highly specialized image processing. Algorithms now exist for a wide variety of sophisticated image processing applications required by software engineers and developers, advanced programmers, graphics programmers, scientists, and related specialists This bestselling book has been completely updated to include the latest algorithms, including 2D vision methods in content-based searches, details on modern classifier methods, and graphics cards used as image processing computational aids Saves hours of mathematical calculating by using distributed processing and GPU programming, and gives non-mathematicians the shortcuts needed to program relatively sophisticated applications. Algorithms for Image Processing and Computer Vision, 2nd Edition provides the tools to speed development of image processing applications.

Dictionary of Computer Vision and Image Processing Book

Dictionary of Computer Vision and Image Processing


  • Author : Robert B. Fisher
  • Publisher : John Wiley & Sons
  • Release Date : 2013-11-08
  • Genre: Computers
  • Pages : 384
  • ISBN 10 : 9781118706817

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Dictionary of Computer Vision and Image Processing Excerpt :

Written by leading researchers, the 2nd Edition of the Dictionary of Computer Vision & Image Processing is a comprehensive and reliable resource which now provides explanations of over 3500 of the most commonly used terms across image processing, computer vision and related fields including machine vision. It offers clear and concise definitions with short examples or mathematical precision where necessary for clarity that ultimately makes it a very usable reference for new entrants to these fields at senior undergraduate and graduate level, through to early career researchers to help build up knowledge of key concepts. As the book is a useful source for recent terminology and concepts, experienced professionals will also find it a valuable resource for keeping up to date with the latest advances. New features of the 2nd Edition: Contains more than 1000 new terms, notably an increased focus on image processing and machine vision terms; Includes the addition of reference links across the majority of terms pointing readers to further information about the concept under discussion so that they can continue to expand their understanding; Now available as an eBook with enhanced content: approximately 50 videos to further illustrate specific terms; active cross-linking between terms so that readers can easily navigate from one related term to another and build up a full picture of the topic in question; and hyperlinked references to fully embed the text in the current literature.

Computer Vision and Image Processing Book

Computer Vision and Image Processing


  • Author : Neeta Nain
  • Publisher : Springer Nature
  • Release Date : 2020-03-28
  • Genre: Computers
  • Pages : 523
  • ISBN 10 : 9789811540189

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Computer Vision and Image Processing Excerpt :

This two-volume set (CCIS 1147, CCIS 1148) constitutes the refereed proceedings of the 4th International Conference on Computer Vision and Image Processing. held in Jaipur, India, in September 2019. The 73 full papers and 10 short papers were carefully reviewed and selected from 202 submissions. The papers are organized by the topical headings in two parts. Part I: Biometrics; Computer Forensic; Computer Vision; Dimension Reduction; Healthcare Information Systems; Image Processing; Image segmentation; Information Retrieval; Instance based learning; Machine Learning.Part II: ​Neural Network; Object Detection; Object Recognition; Online Handwriting Recognition; Optical Character Recognition; Security and Privacy; Unsupervised Clustering.

Feature Extraction and Image Processing for Computer Vision Book

Feature Extraction and Image Processing for Computer Vision


  • Author : Mark Nixon
  • Publisher : Academic Press
  • Release Date : 2019-11-17
  • Genre: Computers
  • Pages : 650
  • ISBN 10 : 9780128149775

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Feature Extraction and Image Processing for Computer Vision Excerpt :

Feature Extraction for Image Processing and Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MATLAB and Python. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the link between theory and exemplar code of the algorithms." Essential background theory is carefully explained. This text gives students and researchers in image processing and computer vision a complete introduction to classic and state-of-the art methods in feature extraction together with practical guidance on their implementation. The only text to concentrate on feature extraction with working implementation and worked through mathematical derivations and algorithmic methods A thorough overview of available feature extraction methods including essential background theory, shape methods, texture and deep learning Up to date coverage of interest point detection, feature extraction and description and image representation (including frequency domain and colour) Good balance between providing a mathematical background and practical implementation Detailed and explanatory of algorithms in MATLAB and Python

Computer Vision  Graphics  and Image Processing Book

Computer Vision Graphics and Image Processing


  • Author : Snehasis Mukherjee
  • Publisher : Springer
  • Release Date : 2017-10-19
  • Genre: Computers
  • Pages : 406
  • ISBN 10 : 9783319681245

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Computer Vision Graphics and Image Processing Excerpt :

This book constitutes the refereed conference proceedings of the ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, held in Guwahati, India, in December 2016. The papers presented are extended versions of the papers of three of the four workshops: Computer Vision Applications, Document Analysis and Recognition and Medical Image Processing. The Computer Vision Application track received 52 submissions and after a rigorous review process, 18 papers were presented. The focus is mainly on industrial applications of computer vision and related technologies. The Document Analysis and Recognition track received 10 submissions from which 7 papers were selected. The MedImage workshops focuses on problems in medical image computing and received 14 papers from which 9 were accepted for presentation in this book.

Research Developments in Computer Vision and Image Processing  Methodologies and Applications Book

Research Developments in Computer Vision and Image Processing Methodologies and Applications


  • Author : Srivastava, Rajeev
  • Publisher : IGI Global
  • Release Date : 2013-09-30
  • Genre: Computers
  • Pages : 451
  • ISBN 10 : 9781466645592

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Research Developments in Computer Vision and Image Processing Methodologies and Applications Excerpt :

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.

Image Processing  Computer Vision  and Pattern Recognition Book

Image Processing Computer Vision and Pattern Recognition


  • Author : Hamid R. Arabnia
  • Publisher : 2019 Worldcomp Internation
  • Release Date : 2020-03-13
  • Genre: Computers
  • Pages : 168
  • ISBN 10 : 1601325061

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Image Processing Computer Vision and Pattern Recognition Excerpt :

Proceedings of the 2019 International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV'19) held July 29th - August 1st, 2019 in Las Vegas, Nevada.

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies Book

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies


  • Author : Sarfraz, Muhammad
  • Publisher : IGI Global
  • Release Date : 2014-04-30
  • Genre: Computers
  • Pages : 312
  • ISBN 10 : 9781466660311

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Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies Excerpt :

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies features timely and informative research on the design and development of computer vision and image processing applications in intelligent agents as well as in multimedia technologies. Covering a diverse set of research in these areas, this publication is ideally designed for use by academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing Book
Score: 4
From 2 Ratings

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing


  • Author : James C. Bezdek
  • Publisher : Springer Science & Business Media
  • Release Date : 1999-08-31
  • Genre: Computers
  • Pages : 776
  • ISBN 10 : 9780792385219

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Fuzzy Models and Algorithms for Pattern Recognition and Image Processing Excerpt :

Fuzzy Models and Algorithms for Pattern Recognition and Image Processing presents a comprehensive introduction of the use of fuzzy models in pattern recognition and selected topics in image processing and computer vision. Unique to this volume in the Kluwer Handbooks of Fuzzy Sets Series is the fact that this book was written in its entirety by its four authors. A single notation, presentation style, and purpose are used throughout. The result is an extensive unified treatment of many fuzzy models for pattern recognition. The main topics are clustering and classifier design, with extensive material on feature analysis relational clustering, image processing and computer vision. Also included are numerous figures, images and numerical examples that illustrate the use of various models involving applications in medicine, character and word recognition, remote sensing, military image analysis, and industrial engineering.

Tensors in Image Processing and Computer Vision Book

Tensors in Image Processing and Computer Vision


  • Author : Santiago Aja-Fernández
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-05-21
  • Genre: Computers
  • Pages : 470
  • ISBN 10 : 9781848822993

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Tensors in Image Processing and Computer Vision Excerpt :

Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the state of the art in this new branch of signal processing, offering a great deal of research and discussions by leading experts in the area. The wide-ranging volume offers an overview into cutting-edge research into the newest tensor processing techniques and their application to different domains related to computer vision and image processing. This comprehensive text will prove to be an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing.