Feature Extraction and Image Processing for Computer Vision

Written By Mark Nixon
Feature Extraction and Image Processing for Computer Vision
  • Publsiher : Academic Press
  • Release : 17 November 2019
  • ISBN : 0128149779
  • Pages : 650 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Feature Extraction and Image Processing for Computer Vision written by Mark Nixon which was release on 17 November 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book 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

Feature Extraction and Image Processing for Computer Vision

Feature Extraction and Image Processing for Computer Vision
  • Author : Mark Nixon,Alberto Aguado
  • Publisher : Academic Press
  • Release Date : 2019-11-17
  • Total pages : 650
  • ISBN : 0128149779
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Summary : 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 ...

Feature Extraction Image Processing

Feature Extraction   Image Processing
  • Author : Mark Nixon
  • Publisher : Elsevier
  • Release Date : 2008-01-08
  • Total pages : 424
  • ISBN : 0128149779
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Summary : Whilst other books cover a broad range of topics, Feature Extraction and Image Processing takes one of the prime targets of applied computer vision, feature extraction, and uses it to provide an essential guide to the implementation of image processing and computer vision techniques. Acting as both a source of ...

Feature Extraction and Image Processing

Feature Extraction and Image Processing
  • Author : Mark Nixon
  • Publisher : Elsevier
  • Release Date : 2013-10-22
  • Total pages : 350
  • ISBN : 0128149779
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Summary : Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals. Ideal module text for courses in artificial intelligence, image ...

Feature Extraction Image Processing 2nd Edition

Feature Extraction   Image Processing  2nd Edition
  • Author : Mark Nixon,Alberto Aguado
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 424
  • ISBN : 0128149779
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Summary : * Essential reading for engineers and students working in this cutting edge field * Ideal module text and background reference for courses in image processing and computer vision * Companion website includes worksheets, links to free software, Matlab files and new demonstrations Image processing and computer vision are currently hot topics with undergraduates ...

Emerging Trends in Image Processing Computer Vision and Pattern Recognition

Emerging Trends in Image Processing  Computer Vision and Pattern Recognition
  • Author : Leonidas Deligiannidis,Hamid R Arabnia
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-12-09
  • Total pages : 640
  • ISBN : 0128149779
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Summary : Emerging Trends in Image Processing, Computer Vision, and Pattern Recognition discusses the latest in trends in imaging science which at its core consists of three intertwined computer science fields, namely: Image Processing, Computer Vision, and Pattern Recognition. There is significant renewed interest in each of these three fields fueled by ...

Image Processing Concepts Methodologies Tools and Applications

Image Processing  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2013-05-31
  • Total pages : 1552
  • ISBN : 0128149779
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Summary : Advancements in digital technology continue to expand the image science field through the tools and techniques utilized to process two-dimensional images and videos. Image Processing: Concepts, Methodologies, Tools, and Applications presents a collection of research on this multidisciplinary field and the operation of multi-dimensional signals with systems that range from ...

Computer Vision and Image Processing

Computer Vision and Image Processing
  • Author : Manas Kamal Bhuyan
  • Publisher : CRC Press
  • Release Date : 2019-11-05
  • Total pages : 442
  • ISBN : 0128149779
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Summary : 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 ...

Digital Image Processing and Analysis

Digital Image Processing and Analysis
  • Author : Scott E Umbaugh
  • Publisher : CRC Press
  • Release Date : 2010-11-19
  • Total pages : 977
  • ISBN : 0128149779
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Summary : Whether for computer evaluation of otherworldly terrain or the latest high definition 3D blockbuster, digital image processing involves the acquisition, analysis, and processing of visual information by computer and requires a unique skill set that has yet to be defined a single text. Until now. Taking an applications-oriented, engineering approach, ...

Computer Vision with Python 3

Computer Vision with Python 3
  • Author : Saurabh Kapur
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-08-24
  • Total pages : 206
  • ISBN : 0128149779
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Summary : Unleash the power of computer vision with Python to carry out image processing and computer vision techniques About This Book Learn how to build a full-fledged image processing application using free tools and libraries Perform basic to advanced image and video stream processing with OpenCV's Python APIs Understand and optimize ...

Handbook of Image Processing and Computer Vision

Handbook of Image Processing and Computer Vision
  • Author : Arcangelo Distante,Cosimo Distante
  • Publisher : Springer Nature
  • Release Date : 2020-05-30
  • Total pages : 432
  • ISBN : 0128149779
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Summary : 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 ...

Progress in Pattern Recognition Image Analysis Computer Vision and Applications

Progress in Pattern Recognition  Image Analysis  Computer Vision  and Applications
  • Author : Marcelo Mendoza,Sergio Velastín
  • Publisher : Springer
  • Release Date : 2018-03-11
  • Total pages : 730
  • ISBN : 0128149779
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Summary : This book constitutes the refereed post-conference proceedings of the 22nd Iberoamerican Congress on Pattern Recognition, CIARP 2017, held in Valparaíso, Chile, in November 2017. The 87 papers presented were carefully reviewed and selected from 156 submissions. The papers feature research results in the areas of pattern recognition, image processing, computer vision, multimedia and ...

Computer Vision and Image Processing

Computer Vision and Image Processing
  • Author : Tim Morris
  • Publisher : Palgrave MacMillan
  • Release Date : 2003
  • Total pages : 300
  • ISBN : 0128149779
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Summary : Directed at third-year undergraduates and postgraduates, this challenging text offers a complete and up-to-date introduction to computer vision and image processing. Examples in both Java and C++ are used throughout the book making it suitable for a wide range of courses....

Computer Vision and Information Technology

Computer Vision and Information Technology
  • Author : K. V. Kale,S. C. Mehrotra,R.R. Manza
  • Publisher : I. K. International Pvt Ltd
  • Release Date : 2010-01-01
  • Total pages : 1056
  • ISBN : 0128149779
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Summary : Spread in 133 articles divided in 20 sections the present treatises broadly discusses: Part 1: Image Processing Part 2: Radar and Satellite Image Processing Part 3: Image Filtering Part 4: Content Based Image Retrieval Part 5: Color Image Processing and Video Processing Part 6: Medical Image Processing Part 7: Biometric Part 8: Network Part 9: Mobile Computing Part 10: Pattern Recognition Part 11: ...

Advances in Decision Sciences Image Processing Security and Computer Vision

Advances in Decision Sciences  Image Processing  Security and Computer Vision
  • Author : Suresh Chandra Satapathy,K. Srujan Raju,K. Shyamala,D. Rama Krishna,Margarita N. Favorskaya
  • Publisher : Springer
  • Release Date : 2019-07-12
  • Total pages : 806
  • ISBN : 0128149779
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Summary : This book constitutes the proceedings of the First International Conference on Emerging Trends in Engineering (ICETE), held at University College of Engineering and organised by the Alumni Association, University College of Engineering, Osmania University, in Hyderabad, India on 22–23 March 2019. The proceedings of the ICETE are published in three volumes, covering ...

Recent Trends in Image Processing and Pattern Recognition

Recent Trends in Image Processing and Pattern Recognition
  • Author : K. C. Santosh,Ravindra S. Hegadi
  • Publisher : Springer
  • Release Date : 2019-07-19
  • Total pages : 717
  • ISBN : 0128149779
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Summary : This three-book set constitutes the refereed proceedings of the Second International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R) 2018, held in Solapur, India, in December 2018. The 173 revised full papers presented were carefully reviewed and selected from 374 submissions. The papers are organized in topical sections in the ...