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Joe Minichino - Learning OpenCV 3 Computer Vision with Python

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Joe Minichino Learning OpenCV 3 Computer Vision with Python
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OpenCV 3 is a state-of-the-art computer vision library that allows a great variety of image and video processing operations. Some of the more spectacular and futuristic features such as face recognition or object tracking are easily achievable with OpenCV 3. Learning the basic concepts behind computer vision algorithms, models, and OpenCVs API will enable the development of all sorts of real-world applications, including security and surveillance.Starting with basic image processing operations, the book will take you through to advanced computer vision concepts. Computer vision is a rapidly evolving science whose applications in the real world are exploding, so this book will appeal to computer vision novices as well as experts of the subject wanting to learn the brand new OpenCV 3.0.0. You will build a theoretical foundation of image processing and video analysis, and progress to the concepts of classification through machine learning, acquiring the technical know-how that will allow you to create and use object detectors and classifiers, and even track objects in movies or video camera feeds. Finally, the journey will end in the world of artificial neural networks, along with the development of a hand-written digits recognition application.Style and approachThis book is a comprehensive guide to the brand new OpenCV 3 with Python to develop real-life computer vision applications.

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Learning OpenCV 3 Computer Vision with Python Second Edition

Table of Contents
Learning OpenCV 3 Computer Vision with Python Second Edition

Learning OpenCV 3 Computer Vision with Python Second Edition

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: September 2015

Production reference: 1240915

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78528-384-0

www.packtpub.com

Credits

Authors

Joe Minichino

Joseph Howse

Reviewers

Nandan Banerjee

Tian Cao

Brandon Castellano

Haojian Jin

Adrian Rosebrock

Commissioning Editor

Akram Hussain

Acquisition Editors

Vivek Anantharaman

Prachi Bisht

Content Development Editor

Ritika Singh

Technical Editors

Novina Kewalramani

Shivani Kiran Mistry

Copy Editor

Sonia Cheema

Project Coordinator

Milton Dsouza

Proofreader

Safis Editing

Indexer

Monica Ajmera Mehta

Graphics

Disha Haria

Production Coordinator

Arvindkumar Gupta

Cover Work

Arvindkumar Gupta

About the Authors

Joe Minichino is a computer vision engineer for Hoolux Medical by day and a developer of the NoSQL database LokiJS by night. On weekends, he is a heavy metal singer/songwriter. He is a passionate programmer who is immensely curious about programming languages and technologies and constantly experiments with them. At Hoolux, Joe leads the development of an Android computer vision-based advertising platform for the medical industry.

Born and raised in Varese, Lombardy, Italy, and coming from a humanistic background in philosophy (at Milan's Universit Statale), Joe has spent his last 11 years living in Cork, Ireland, which is where he became a computer science graduate at the Cork Institute of Technology.

I am immensely grateful to my partner, Rowena, for always encouraging me, and also my two little daughters for inspiring me. A big thank you to the collaborators and editors of this book, especially Joe Howse, Adrian Roesbrock, Brandon Castellano, the OpenCV community, and the people at Packt Publishing.

Joseph Howse lives in Canada. During the winters, he grows his beard, while his four cats grow their thick coats of fur. He loves combing his cats every day and sometimes, his cats also pull his beard.

He has been writing for Packt Publishing since 2012. His books include OpenCV for Secret Agents , OpenCV Blueprints , Android Application Programming with OpenCV 3 , OpenCV Computer Vision with Python , and Python Game Programming by Example .

When he is not writing books or grooming his cats, he provides consulting, training, and software development services through his company, Nummist Media (http://nummist.com).

About the Reviewers

Nandan Banerjee has a bachelor's degree in computer science and a master's in robotics engineering. He started working with Samsung Electronics right after graduation. He worked for a year at its R&D centre in Bangalore. He also worked in the WPI-CMU team on the Boston Dynamics' robot, Atlas, for the DARPA Robotics Challenge. He is currently working as a robotics software engineer in the technology organization at iRobot Corporation. He is an embedded systems and robotics enthusiast with an inclination toward computer vision and motion planning. He has experience in various languages, including C, C++, Python, Java, and Delphi. He also has a substantial experience in working with ROS, OpenRAVE, OpenCV, PCL, OpenGL, CUDA and the Android SDK.

I would like to thank the author and publisher for coming out with this wonderful book.

Tian Cao is pursuing his PhD in computer science at the University of North Carolina in Chapel Hill, USA, and working on projects related to image analysis, computer vision, and machine learning.

I dedicate this work to my parents and girlfriend.

Brandon Castellano is a student from Canada pursuing an MESc in electrical engineering at the University of Western Ontario, City of London, Canada. He received his BESc in the same subject in 2012. The focus of his research is in parallel processing and GPGPU/FPGA optimization for real-time implementations of image processing algorithms. Brandon also works for Eagle Vision Systems Inc., focusing on the use of real-time image processing for robotics applications.

While he has been using OpenCV and C++ for more than 5 years, he has also been advocating the use of Python frequently in his research, most notably, for its rapid speed of development, allowing low-level interfacing with complex systems. This is evident in his open source projects hosted on GitHub, for example, PySceneDetect, which is mostly written in Python. In addition to image/video processing, he has also worked on implementations of three-dimensional displays as well as the software tools to support the development of such displays.

In addition to posting technical articles and tutorials on his website (http://www.bcastell.com), he participates in a variety of both open and closed source projects and contributes to GitHub under the username Breakthrough (http://www.github.com/Breakthrough). He is an active member of the Super User and Stack Overflow communities (under the name Breakthrough), and can be contacted directly via his website.

I would like to thank all my friends and family for their patience during the past few years (especially my parents, Peter and Lori, and my brother, Mitchell). I could not have accomplished everything without their continued love and support. I can't ever thank everyone enough.

I would also like to extend a special thanks to all of the developers that contribute to open source software libraries, specifically OpenCV, which help bring the development of cutting-edge software technology closer to all the software developers around the world, free of cost. I would also like to thank those people who help write documentation, submit bug reports, and write tutorials/books (especially the author of this book!). Their contributions are vital to the success of any open source project, especially one that is as extensive and complex as OpenCV.

Haojian Jin is a software engineer/researcher at Yahoo! Labs, Sunnyvale, CA. He looks primarily at building new systems of what's possible on commodity mobile devices (or with minimum hardware changes). To create things that don't exist today, he spends large chunks of his time playing with signal processing, computer vision, machine learning, and natural language processing and using them in interesting ways. You can find more about him at http://shift-3.com/

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