OpenCV By Example: Enhance your understanding of Computer Vision and image processing by developing real-world projects in OpenCV 3 (English Edition) - Softcover

Prateek Joshi; David Millán Escrivá; Vinicius Godoy

Softcover

ISBN 10: 1785280945 ISBN 13: 9781785280948

Verlag: Packt Publishing, 2016

Inhaltsangabe

Enhance your understanding of Computer Vision and image processing by developing real-world projects in OpenCV 3

About This Book

• Get to grips with the basics of Computer Vision and image processing
• This is a step-by-step guide to developing several real-world Computer Vision projects using OpenCV 3
• This book takes a special focus on working with Tesseract OCR, a free, open-source library to recognize text in images

Who This Book Is For

If you are a software developer with a basic understanding of Computer Vision and image processing and want to develop interesting Computer Vision applications with Open CV, this is the book for you. Knowledge of C++ is required.

What You Will Learn

• Install OpenCV 3 on your operating system
• Create the required CMake scripts to compile the C++ application and manage its dependencies
• Get to grips with the Computer Vision workflows and understand the basic image matrix format and filters
• Understand the segmentation and feature extraction techniques
• Remove backgrounds from a static scene to identify moving objects for video surveillance
• Track different objects in a live video using various techniques
• Use the new OpenCV functions for text detection and recognition with Tesseract

In Detail

Open CV is a cross-platform, free-for-use library that is primarily used for real-time Computer Vision and image processing. It is considered to be one of the best open source libraries that helps developers focus on constructing complete projects on image processing, motion detection, and image segmentation.

Whether you are completely new to the concept of Computer Vision or have a basic understanding of it, this book will be your guide to understanding the basic OpenCV concepts and algorithms through amazing real-world examples and projects.

Starting from the installation of OpenCV on your system and understanding the basics of image processing, we swiftly move on to creating optical flow video analysis or text recognition in complex scenes, and will take you through the commonly used Computer Vision techniques to build your own Open CV projects from scratch.

By the end of this book, you will be familiar with the basics of Open CV such as matrix operations, filters, and histograms, as well as more advanced concepts such as segmentation, machine learning, complex video analysis, and text recognition.

Über diesen Titel

Über die Autorin bzw. den Autor

Prateek Joshi is the founder of Plutoshift and a published author of 9 books on Artificial Intelligence. He has been featured on Forbes 30 Under 30, NBC, Bloomberg, CNBC, TechCrunch, and The Business Journals. He has been an invited speaker at conferences such as TEDx, Global Big Data Conference, Machine Learning Developers Conference, and Silicon Valley Deep Learning. Apart from Artificial Intelligence, some of the topics that excite him are number theory, cryptography, and quantum computing. His greater goal is to make Artificial Intelligence accessible to everyone so that it can impact billions of people around the world.

Details zur Ausgabe

• Verlag: Packt Publishing
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 1785280945
• ISBN 13: 9781785280948
• Einband: Taschenbuch
• Anzahl der Seiten: 306
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: gpsr@libri.de; gpsr@libri.de; ; Friedensallee 273; Hamburg; 22763; Deutschland