Description: Further DetailsTitle: OpenCV 4 Computer Vision Application Programming CookbookCondition: NewFormat: PaperbackSubtitle: Build complex computer vision applications with OpenCV and C++, 4th EditionISBN-10: 1789340721EAN: 9781789340723ISBN: 9781789340723Publisher: Packt Publishing LimitedRelease Date: 05/03/2019Description: Discover interesting recipes to help you understand the concepts of object detection, image processing, and facial detectionKey FeaturesExplore the latest features and APIs in OpenCV 4 and build computer vision algorithmsDevelop effective, robust, and fail-safe vision for your applicationsBuild computer vision algorithms with machine learning capabilitiesBook Description OpenCV is an image and video processing library used for all types of image and video analysis. Throughout the book, you'll work through recipes that implement a variety of tasks, such as facial recognition and detection. With 70 self-contained tutorials, this book examines common pain points and best practices for computer vision (CV) developers. Each recipe addresses a specific problem and offers a proven, best-practice solution with insights into how it works, so that you can copy the code and configuration files and modify them to suit your needs. This book begins by setting up OpenCV, and explains how to manipulate pixels. You'll understand how you can process images with classes and count pixels with histograms. You'll also learn detecting, describing, and matching interest points. As you advance through the chapters, you'll get to grips with estimating projective relations in images, reconstructing 3D scenes, processing video sequences, and tracking visual motion. In the final chapters, you'll cover deep learning concepts such as face and object detection. By the end of the book, you'll be able to confidently implement a range to computer vision algorithms to meet the technical requirements of your complex CV projectsWhat you will learnInstall and create a program using the OpenCV librarySegment images into homogenous regions and extract meaningful objectsApply image filters to enhance image contentExploit image geometry to relay different views of a pictured sceneCalibrate the camera from different image observationsDetect people and objects in images using machine learning techniquesReconstruct a 3D scene from imagesExplore face detection using deep learningWho this book is for If you’re a CV developer or professional who already uses or would like to use OpenCV for building computer vision software, this book is for you. You’ll also find this book useful if you’re a C++ programmer looking to extend your computer vision skillset by learning OpenCV.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: David Millán Escrivá, Robert LaganiereGenre: Computing & InternetRelease Year: 2019 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: OpenCV 4 Computer Vision Application Programming Cookbook
Title: OpenCV 4 Computer Vision Application Programming Cookbook
Subtitle: Build complex computer vision applications with OpenCV and C++, 4
ISBN-10: 1789340721
EAN: 9781789340723
ISBN: 9781789340723
Release Date: 05/03/2019
Release Year: 2019
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
Number of Pages: 494 Pages
Language: English
Publication Name: OpenCV 4 Computer Vision Application Programming Cookbook : Build Complex Computer Vision Applications with OpenCV and C++, 4th Edition
Publisher: Packt Publishing, The Limited
Subject: Programming Languages / C++, Software Development & Engineering / General, Intelligence (Ai) & Semantics, Neural Networks, Computer Vision & Pattern Recognition
Publication Year: 2019
Type: Textbook
Subject Area: Computers
Item Length: 3.6 in
Author: David Millán Escrivá, Robert Laganiere
Item Width: 3 in
Format: Trade Paperback
