Details zum E-Book

OpenCV 4 Computer Vision Application Programming Cookbook. Build complex computer vision applications with OpenCV and C++ - Fourth Edition

OpenCV 4 Computer Vision Application Programming Cookbook. Build complex computer vision applications with OpenCV and C++ - Fourth Edition

David Millán Escrivá, Robert Laganiere

E-book
OpenCV is an image and video processing library used for all types of image and video analysis. Throughout the book, you'll work with recipes to implement a variety of tasks. 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 guiding you through setting up OpenCV, and explaining 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 this book, you'll have the skills you need to confidently implement a range of computer vision algorithms to meet the technical requirements of your complex CV projects.
  • 1. Playing with Images
  • 2. Manipulating the Pixels
  • 3. Processing Color Images with Classes
  • 4. Counting the Pixels with Histograms
  • 5. Transforming Images with Morphological Operations
  • 6. Filtering the Images
  • 7. Extracting Lines, Contours, and Components
  • 8. Detecting Interest Points
  • 9. Describing and Matching Interest Points
  • 10. Estimating Projective Relations in Images
  • 11. Reconstructing 3D Scenes
  • 12. Processing Video Sequences
  • 13. Tracking Visual Motion
  • 14. Learning from Examples
  • 15. OpenCV Advanced Features
  • Titel: OpenCV 4 Computer Vision Application Programming Cookbook. Build complex computer vision applications with OpenCV and C++ - Fourth Edition
  • Autor: David Millán Escrivá, Robert Laganiere
  • Originaler Titel: OpenCV 4 Computer Vision Application Programming Cookbook. Build complex computer vision applications with OpenCV and C++ - Fourth Edition
  • ISBN: 9781789345285, 9781789345285
  • Veröffentlichungsdatum: 2019-05-03
  • Format: E-book
  • Artikelkennung: e_2aul
  • Verleger: Packt Publishing