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OpenCV 3 Computer Vision with Python Cookbook

You're reading from  OpenCV 3 Computer Vision with Python Cookbook

Product type Book
Published in Mar 2018
Publisher Packt
ISBN-13 9781788474443
Pages 306 pages
Edition 1st Edition
Languages
Authors (2):
Aleksei Spizhevoi Aleksei Spizhevoi
Profile icon Aleksei Spizhevoi
Aleksandr Rybnikov Aleksandr Rybnikov
Profile icon Aleksandr Rybnikov
View More author details
Toc

Table of Contents (11) Chapters close

Preface 1. I/O and GUI 2. Matrices, Colors, and Filters 3. Contours and Segmentation 4. Object Detection and Machine Learning 5. Deep Learning 6. Linear Algebra 7. Detectors and Descriptors 8. Image and Video Processing 9. Multiple View Geometry 10. Other Books You May Enjoy

Introduction

Pixels store values. Values themselves are good features of an image—they can tell you about image statistics, but almost nothing more. Values group together according to image content—dark to light transitions form borders, and borders divide scenes into different objects. Borders connect together and reveal contours. Contours play an important role in many computer vision algorithms. They help to find objects, to separate one instance of something from another, and finally, to understand the whole scene.

This chapter sheds light on everything relevant to the contours in OpenCV. We will discuss methods for finding, using, and displaying them, as well as consider basic segmentation methods.

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