OpenCV 4 Computer Vision Application Programming Cookbook: Build complex computer vision applications with OpenCV and C++, 4th Edition
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OpenCV 4 Computer Vision Application Programming Cookbook: Build complex computer vision applications with OpenCV and C++, 4th Edition
OpenCV 4 Computer Vision Application Programming Cookbook: Build complex computer vision applications with OpenCV and C++, 4th Edition
№ на артикул: 39874742

OpenCV 4 Computer Vision Application Programming Cookbook: Build complex computer vision applications with OpenCV and C++, 4th Edition

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№ на артикул: 39874742

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Discover the comprehensive OpenCV 4 Computer Vision Application Programming Cookbook at Ubuy Bulgaria. Build complex computer vision applications with OpenCV and C, 4th Edition.
  • 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 algorithms Develop effective, robust, and fail-safe vision for your applications Build computer vision algorithms with machine learning capabilitiesBook DescriptionOpenCV 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 library Segment images into homogenous regions and extract meaningful objects Apply image filters to enhance image content Exploit image geometry to relay different views of a pictured scene Calibrate the camera from different image observations Detect people and objects in images using machine learning techniques Reconstruct a 3D scene from images Explore face detection using deep learningWho this book is forIf 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.Table of ContentsIntroduction to OpenCVManipulating the pixelsProcessing Images with ClassesCounting the Pixels with HistogramsTransforming images with morphological operationsFiltering the imagesExtracting Lines, Contours, and ComponentsDetecting interest pointsDescribing and Matching interest PointsEstimating projective relations in imagesReconstructing 3D scenesProcessing video sequencesTracking visual motionLearning from ExamplesOpenCV Advanced features
Publisher Packt Publishing
Publication date May 3, 2019
Edition 4th ed.
Language English
Print length 494 pages
ISBN-10 1789340721
ISBN-13 978-1789340723
Item Weight 2.01 pounds (910 grams)
Dimensions 7.5 x 1.12 x 9.25 inches (19.1 x 2.8 x 23.5 cm)

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OpenCV 4 Computer Vision Application Programming Cookbook: Build complex computer vision applications with OpenCV and C++, 4th Edition

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