ENHANCE YOUR UNDERSTANDING OF COMPUTER VISION AND IMAGE PROCESSING BY
DEVELOPING REAL-WORLD PROJECTS IN OPENCV 3
KEY FEATURES
* [*]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
BOOK DESCRIPTION
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.
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
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.
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Produktdetaljer
ISBN
9781785287077
Publisert
2016
Utgave
1. utgave
Utgiver
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter