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Gloria Bueno Garcia - Learning Image Processing with OpenCV

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Gloria Bueno Garcia Learning Image Processing with OpenCV

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Exploit the amazing features of OpenCV to create powerful image processing applications through easy-to-follow examples

About This Book
  • Learn how to build full-fledged image processing applications using free tools and libraries
  • Take advantage of cutting-edge image processing functionalities included in OpenCV v3
  • Understand and optimize various features of OpenCV with the help of easy-to-grasp examples
Who This Book Is For

If you are a competent C++ programmer and want to learn the tricks of image processing with OpenCV, then this book is for you. A basic understanding of image processing is required.

In Detail

OpenCV, arguably the most widely used computer vision library, includes hundreds of ready-to-use imaging and vision functions and is used in both academia and enterprises.

This book provides an example-based tour of OpenCVs main image processing algorithms. Starting with an exploration of library installation, wherein the library structure and basics of image and video reading/writing are covered, you will dive into image filtering and the color manipulation features of OpenCV with LUTs. Youll then be introduced to techniques such as inpainting and denoising to enhance images as well as the process of HDR imaging. Finally, youll master GPU-based accelerations. By the end of this book, you will be able to create smart and powerful image processing applications with ease! All the topics are described with short, easy-to-follow examples.

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Learning Image Processing with OpenCV

Learning Image Processing with OpenCV

Copyright 2015 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

First published: March 2015

Production reference: 1230315

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78328-765-9

www.packtpub.com

Credits

Authors

Gloria Bueno Garca

Oscar Deniz Suarez

Jos Luis Espinosa Aranda

Jesus Salido Tercero

Ismael Serrano Gracia

Noelia Vllez Enano

Reviewers

Walter Lucetti

Andr de Souza Moreira

Marvin Smith

Commissioning Editor

Julian Ursell

Acquisition Editor

Sam Wood

Content Development Editor

Kirti Patil

Technical Editor

Faisal Siddiqui

Copy Editor

Stuti Srivastava

Project Coordinator

Nidhi Joshi

Proofreaders

Martin Diver

Maria Gould

Samantha Lyon

Indexer

Tejal Soni

Graphics

Abhinash Sahu

Production Coordinator

Conidon Miranda

Cover Work

Conidon Miranda

About the Authors

Gloria Bueno Garca holds a PhD in machine vision from Coventry University, UK. She has experience working as the principal researcher in several research centers, such as UMR 7005 research unit CNRS/ Louis Pasteur Univ. Strasbourg (France), Gilbert Gilkes & Gordon Technology (UK), and CEIT San Sebastian (Spain). She is the author of two patents, one registered type of software, and more than 100 refereed papers. Her interests are in 2D/3D multimodality image processing and artificial intelligence. She leads the VISILAB research group at the University of Castilla-La Mancha. She has coauthored a book on OpenCV programming for mobile devices: OpenCV essentials , Packt Publishing .

This is dedicated to our sons for the time we have not been able to play with them and our parents for their unconditional support during our lifetime. Thanks from Gloria and Oscar.

Oscar Deniz Suarez 's research interests are mainly focused on computer vision and pattern recognition. He is the author of more than 50 refereed papers in journals and conferences. He received the runner-up award for the best PhD work on computer vision and pattern recognition by AERFAI and the Image File and Reformatting Software Challenge Award by Innocentive Inc. He has been a national finalist for the 2009 Cor Baayen award. His work is used by cutting-edge companies, such as Existor, Gliif, Tapmedia, E-Twenty, and others, and has also been added to OpenCV. Currently, he works as an associate professor at the University of Castilla-La Mancha and contributes to VISILAB. He is a senior member of IEEE and is affiliated with AAAI, SIANI, CEA-IFAC, AEPIA, and AERFAI-IAPR. He serves as an academic editor of the PLoS ONE journal. He has been a visiting researcher at Carnegie Mellon University, Imperial College London, and Leica Biosystems. He has coauthored two books on OpenCV previously.

Jos Luis Espinosa Aranda holds a PhD in computer science from the University of Castilla-La Mancha. He has been a finalist for Certamen Universitario Arqumedes de Introduccin a la Investigacin cientfica in 2009 for his final degree project in Spain. His research interests involve computer vision, heuristic algorithms, and operational research. He is currently working at the VISILAB group as an assistant researcher and developer in computer vision topics.

This is dedicated to my parents and my brothers.

Jesus Salido Tercero gained his electrical engineering degree and PhD (1996) from Universidad Politcnica de Madrid (Spain). He then spent 2 years (1997 and 1998) as a visiting scholar at the Robotics Institute (Carnegie Mellon University, Pittsburgh, USA), working on cooperative multirobot systems. Since his return to the Spanish University of Castilla-La Mancha, he spends his time teaching courses on robotics and industrial informatics, along with research on vision and intelligent systems. Over the last 3 years, his efforts have been directed to develop vision applications on mobile devices. He has coauthored a book on OpenCV programming for mobile devices.

This is dedicated to those to whom I owe all I am: my parents, Sagrario and Maria.

Ismael Serrano Gracia received his degree in computer science in 2012 from the University of Castilla-La Mancha. He got the highest marks for his final degree project on person detection. This application uses depth cameras with OpenCV libraries. Currently, he is a PhD candidate at the same university, holding a research grant from the Spanish Ministry of Science and Research. He is also working at the VISILAB group as an assistant researcher and developer on different computer vision topics.

This is dedicated to my parents, who have given me the opportunity of education and have supported me throughout my life. It is also dedicated to my supervisor, Dr. Oscar Deniz, who has been a friend, guide, and helper. Finally, it is dedicated to my friends and my girlfriend, who have always helped me and believed that I could do this.

Noelia Vllez Enano has liked computers since her childhood, though she didn't have one before her mid-teens. In 2009, she finished her studies in computer science at the University of Castilla-La Mancha, where she graduated with top honors. She started working at the VISILAB group through a project on mammography CAD systems and electronic health records. Since then, she has obtained a master's degree in physics and mathematics and has enrolled for a PhD degree. Her work involves using image processing and pattern recognition methods. She also likes teaching and working in other areas of artificial intelligence.

About the Reviewers

Walter Lucetti , known on the Internet as Myzhar, is an Italian computer engineer with a specialization in robotics and robotics perception. He received the laurea degree in 2005 while studying at Research Center "E.Piaggio" in Pisa (Italy), where he wrote a thesis about 3D mapping of the real world using a 2D laser tilted with a servo motor, fusing 3D with RGB data. While writing the thesis, he encountered OpenCV for the first timeit was early 2004 and OpenCV was at its larval stage.

After the laurea, he started working as software developer for low-level embedded systems and high-level desktop systems. He greatly improved his knowledge of computer vision and machine learning as a researcher at Gustavo Stefanini Advanced Robotics Center in La Spezia (Italy), a spinoff of PERCRO Laboratory of Scuola Superiore Sant'Anna of Pisa (Italy).

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