Limit search to available items
Book Cover
E-book
Author Suarez, Oscar, author

Title OpenCV Essentials / Suarez, Oscar
Edition First edition
Published Packt Publishing, 2014
Online access available from:
ProQuest Ebook Central Subscription    View Resource Record  
EBSCO eBook Academic Collection    View Resource Record  
Safari O'Reilly books online    View Resource Record  

Copies

Description 1 online resource (214 pages)
Summary Acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV In Detail 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 OpenCV's 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 Downloading the example code for this book. You can download the example code files for all Packt books you have purchased from your account at http://www.PacktPub.com. If you purchased this book elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you
Notes Mode of access: World Wide Web
Copyright © 2014 Packt Publishing
Issuing Body Made available through: Safari, an O'Reilly Media Company
Subject Engineering.
Form Electronic book
Author del Milagro Fernández Carrobles, M&#x00aa, author
Enano, Noelia, author
García, Gloria, author
Gracia, Ismael, author
Incertis, Julio, author
Tercero, Jesus, author
Safari, an O'Reilly Media Company