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Joseph Howse - OpenCV Computer Vision with Python

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Joseph Howse OpenCV Computer Vision with Python
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Learn to capture videos, manipulate images, and track objects with Python using the OpenCV Library Overview Set up OpenCV, its Python bindings, and optional Kinect drivers on Windows, Mac or Ubuntu Create an application that tracks and manipulates faces Identify face regions using normal color images and depth images In Detail Computer Vision can reach consumers in various contexts via webcams, camera phones and gaming sensors like Kinect. OpenCVs Python bindings can help developers meet these consumer demands for applications that capture images, change their appearance and extract information from them, in a high-level language and in a standardized data format that is interoperable with scientific libraries such as NumPy and SciPy. OpenCV Computer Vision with Python is a practical, hands-on guide that covers the fundamental tasks of computer visioncapturing, filtering and analyzing imageswith step-by-step instructions for writing both an application and reusable library classes. OpenCV Computer Vision with Python shows you how to use the Python bindings for OpenCV. By following clear and concise examples you will develop a computer vision application that tracks faces in live video and applies special effects to them. If you have always wanted to learn which version of these bindings to use, how to integrate with cross-platform Kinect drivers and and how to efficiently process image data with NumPy and SciPy then this book is for you. What you will learn from this book Install OpenCV and related software such as Python, NumPy, SciPy, OpenNI, and SensorKinectall on Windows, Mac or Ubuntu Capture, display, and save photos and real-time videos Handle window events and input events using OpenCVs HighGui module or Pygame Understand OpenCVs image format and how to perform efficient operations on OpenCV images with NumPy and SciPy Apply curves and other color transformations to simulate the look of old photos, movies or video games Apply an effect only to edges in an image Copy and resize segments of an image Apply an effect only to certain depths in an image by using data from a depth sensor such as Kinect Track faces, eyes, noses and mouths by using prebuilt datasets Track arbitrary objects by creating original datasets Approach A practical, project-based tutorial for Python developers and hobbyists who want to get started with computer vision with OpenCV and Python. Who this book is written for OpenCV Computer Vision with Python is written for Python developers who are new to computer vision and want a practical guide to teach them the essentials. Some understanding of image data (for example, pixels and color channels) would be beneficial. At a minimum you will need access to at least one webcam. Certain exercises require additional hardware like a second webcam, a Microsoft Kinect or an OpenNI-compliant depth sensor such as the Asus Xtion PRO.

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OpenCV Computer Vision with Python

Table of Contents
OpenCV Computer Vision with Python

OpenCV Computer Vision with Python

Copyright 2013 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 author, 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: April 2013

Production Reference: 1160413

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78216-392-3

www.packtpub.com

Cover Image by Suresh Mogre (<>)

Credits

Author

Joseph Howse

Reviewer(s)

David Milln Escriv

Abid K.

Acquisition Editor

Erol Staveley

Commissioning Editor

Neha Nagvekar

Technical Editors

Ankita Meshram

Veena Pagare

Project Coordinator

Sneha Modi

Proofreader

Lauren Tobon

Indexer

Rekha Nair

Production Coordinator

Arvindkumar Gupta

Cover Work

Arvindkumar Gupta

About the Author

Joseph Howse (Joe) is fanciful. So to him, the virtual world always seemed to reach out into reality. One of his earliest memories is of watching an animated time-bomb on the screen of a Tandy Color Computer. The animation was programmed in BASIC by Joe's older brother, Sam, who explained, "I'm making a bomb. Get ready!" The bomb exploded in a rain of dots and a rumble of beeps as Joe and Sam ran to hide from the fallout.

Today, Joe still fancies that a computer program can blast a tunnel into reality. As a hobby, he likes looking at reality through the tunnel of a digital camera's lens. As a career, he develops augmented reality software, which uses cameras and other sensors to composite real and virtual scenes interactively in real time.

Joe holds a Master of Computer Science degree from Dalhousie University. He does research on software architecture as applied to augmented reality.

Joe works at Ad-Dispatch, an augmented reality company, where he develops applications for mobile devices, kiosks, and the Web.

Joe likes cats, kittens, oceans, and seas. Felines and saline water sustain him. He lives with his multi-species family in Halifax, on Canada's Atlantic coast.

I am able to write and to enjoy writing because I am constantly encouraged by - photo 1

I am able to write and to enjoy writing because I am constantly encouraged by the memory of Sam and by the companionship of Mom, Dad, and the cats. They are my fundamentals.

I am indebted to my editors and reviewers for guiding this book to completion. Their professionalism, courtesy, good judgment, and passion for books are much appreciated.

About the Reviewers David Milln Escriv was eight years old when he wrote his - photo 2
About the Reviewers

David Milln Escriv was eight years old when he wrote his first program on an 8086 PC with Basic language, which enabled the 2D plotting of basic equations; he started with his computer development relationship and created many applications and games.

In 2005, he finished his studies in IT from the Universitat Politcnica de Valencia with honors in human-computer interaction supported by computer vision with OpenCV (v0.96). He had a final project based on this subject and published it on HCI Spanish congress.

He participated in Blender source code, an open source and 3D-software project, and worked in his first commercial movie PlumiferosAventuras voladoras as a Computer Graphics Software Developer.

David now has more than 10 years of experience in IT, with more than seven years experience in computer vision, computer graphics, and pattern recognition working on different projects and startups, applying his knowledge of computer vision, optical character recognition, and augmented reality.

He is the author of the DamilesBlog (http://blog.damiles.com), where he publishes research articles and tutorials about OpenCV, computer vision in general, and Optical Character Recognition algorithms. He is the co-author of Mastering OpenCV with Practical Computer Vision Projects , Daniel Llis Baggio, Shervin Emami, David Milln Escriv, Khvedchenia Ievgen, Naureen Mahmood, Jasonl Saragih, and Roy Shilkrot, Packt Publishing. He is also a reviewer of GnuPlot Cookbook, Lee Phillips, Packt Publishing .

I thank my wife Izaskun and my daughter Eider for their patience and - photo 3

I thank my wife, Izaskun, and my daughter, Eider, for their patience and support. Love you. I also thank the OpenCV team and community that gave us this wonderful library.

Congrats to the author for this perfect introduction to Python and OpenCV book.

Abid K is a student from India pursuing MTech in VLSI Design at National - photo 4

Abid K. is a student from India pursuing M.Tech in VLSI Design at National Institute of Technology (Suratkal). He finished his B.Tech in Electronics & Communication. He is particularly interested in developing hardware architectures for image processing and speech processing algorithms.

He started using OpenCV Python in his college days as a hobby. The lack of learning resources on OpenCV Python at that time made him to create his own blog, www.opencvpython.blogspot.com, and he still maintains it. In his free time, he used to answer questions related to OpenCV Python at stackoverflow.com, and those discussions are reflected in his blog articles. He also works as a freelancer during college holidays and even helps school students grow their interest in OpenCV Python and computer vision.

Congrats to the author and all those who worked on this book I think this - photo 5

Congrats to the author and all those who worked on this book. I think this might be the first book exclusively on OpenCV Python. And thanks to the editors and publishers who gave me a chance to work on the publication of this book.

Thanks to all my friends who introduced OpenCV to me and helped me learn it.

wwwPacktPubcom Support files eBooks discount offers and more You might - photo 6
www.PacktPub.com
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