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Suarez O.D. et al. - OpenCV Essentials

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Suarez O.D. et al. OpenCV Essentials

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Packt Publishing, 2014. 214 p. ISBN-10: 1783984244, ISBN-13: 978-1-78398-424-4.
OpenCV, arguably the most widely used computer vision library, includes hundreds of ready-to-use imaging and vision functions used in both academia and industry. It mainly focuses on real-time image processing. As cameras get cheaper and imaging features grow in demand, the range of applications using OpenCV increases significantly, both for desktop and mobile platforms.The book provides an example-based tour of OpenCVs main modules and algorithms, including the latest available in version
3.0.
Starting with the setup and description of the library, this book teaches you how to add graphical user interface capabilities to OpenCV programs. Further, you will learn about the essential techniques such as image processing, image segmentation, object detection, and motion, which will help you process and analyze images better. You will also learn how to extract 2D features from images and how to take advantage of machine learning. By the end of this book, you will completely understand how to put those computer vision techniques into practice.What You Will Learn:
Explore advanced image processing techniques such as the retina algorithm, morphing, and color transfer;
Create programs using advanced segmentation tools such as the new connectedComponents and connectedComponentsWithStats functions;
Use flood filling along with the watershed transform to obtain better segmentations;
Explore the new powerful KAZE features;
Use advanced video-based background/foreground segmentation for class BackgroundSubtractor and ECC-based warping;
Leverage the available object detection frameworks and the new scene text detection functionality;
Get a grasp of advanced topics such as machine learning and GPU optimization.Who This Book Is For:
This book is intended for C++ developers who want to learn how to implement the main techniques of OpenCV and get started with it quickly. Working experience with computer vision / image processing is expected. iPAD Amazon Kindle, PC , Cool Reader, Calibre, Adobe Digital Editions

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OpenCV Essentials

Table of Contents
OpenCV Essentials

OpenCV Essentials

Copyright 2014 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: August 2014

Production reference: 1200814

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78398-424-4

www.packtpub.com

Cover image by Arie Leeuwesteijn (<>)

Credits

Authors

Oscar Deniz Suarez

M del Milagro Fernndez Carrobles

Noelia Vllez Enano

Gloria Bueno Garca

Ismael Serrano Gracia

Julio Alberto Patn Incertis

Jesus Salido Tercero

Reviewers

Nashruddin Amin

Emmanuel d'Angelo

Karan Kedar Balkar

Arturo de la Escalera

Commissioning Editor

Ashwin Nair

Acquisition Editor

Sonali Vernekar

Content Development Editor

Prachi Bisht

Technical Editor

Novina Kewalramani

Project Coordinator

Sageer Parkar

Copy Editors

Roshni Banerjee

Dipti Kapadia

Gladson Monteiro

Aditya Nair

Karuna Narayanan

Adithi Shetty

Stuti Srivastava

Proofreaders

Simran Bhogal

Bridget Braund

Paul Hindle

Bernadette Watkins

Indexer

Hemangini Bari

Mariammal Chettiyar

Tejal Soni

Graphics

Ronak Dhruv

Disha Haria

Abhinash Sahu

Production Coordinator

Kyle Albuquerque

Cover Work

Kyle Albuquerque

About the Authors

Oscar Deniz Suarez is the author of more than 50 refereed papers in journals and conferences. His research interests are mainly focused on computer vision and pattern recognition. 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 at the 2009 Cor Baayen awards. His work is being 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 Visilabs. He is a senior member of IEEE and is affiliated with AAAI, SIANI, CEA-IFAC, AEPIA, AERFAI-IAPR, and The Computer Vision Foundation. He serves as an academic editor for the journal PLoS ONE. He has been a visiting researcher at Carnegie Mellon University, Pennsylvania, USA; Imperial College, London, UK; and Leica Biosystems, Ireland. He has co-authored a book on OpenCV programming for mobile devices.

M del Milagro Fernndez Carrobles received her Bachelor's degree in Computer Science and Master's degree in Physics and Mathematics from the University of Castilla-La Mancha, Spain, in 2010 and 2011, respectively. She is currently a PhD candidate and works at Visilabs. Her research interests include image processing and artificial intelligence, especially in medical imaging.

I would like to thank my parents for their love and support. Without them, I would never have gotten where I am today. I also thank Jorge for his limitless patience.

Noelia Vllez Enano liked computers since childhood, although she didn't have one before her mid-teens. In 2009, she finished her studies in Computer Science through the University of Castilla-La Mancha. She started her work at the Visilabs group through a project about 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 to teach and work in other areas of artificial intelligence.

I would like to thank Jose and the rest of my family for all their support throughout these years and specially now that I am writing this book 2200 km away from them.

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

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

Julio Alberto Patn Incertis graduated from the University of Castilla-La Mancha. He started developing computer vision applications as part of his Master's degree project in Computer Science. He has focused on mobile devices, mainly Android; he has created a mobile application for this platform that is capable of locating, tracking, and recognizing text for blind people. This application was later used as a part of a patent-pending indoor positioning system. OpenCV has been an essential part of all his projects.

Thanks to my parents, as their huge efforts allowed me to obtain a degree at the university. I would also like to thank the Visilabs research group for giving me the opportunity to start developing computer vision applications.

Jesus Salido Tercero gained his Electrical Engineering degree and PhD (1996) at Universidad Politcnica de Madrid, Spain. He then spent 2 years (1997/98) 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 divides his work time between teaching courses on robotics and industrial informatics and researching on vision and intelligent systems. For the past 3 years, his efforts have been directed to develop vision applications on mobile devices. He has co-authored a book on OpenCV programming for mobile devices.

To my three precious jewels: Dorita, Juan Pablo, and Jacobo.

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