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OpenCV 3 Computer Vision with Python Cookbook

You're reading from   OpenCV 3 Computer Vision with Python Cookbook Leverage the power of OpenCV 3 and Python to build computer vision applications

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Product type Paperback
Published in Mar 2018
Publisher Packt
ISBN-13 9781788474443
Length 306 pages
Edition 1st Edition
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Authors (2):
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Aleksandr Rybnikov Aleksandr Rybnikov
Author Profile Icon Aleksandr Rybnikov
Aleksandr Rybnikov
Aleksei Spizhevoi Aleksei Spizhevoi
Author Profile Icon Aleksei Spizhevoi
Aleksei Spizhevoi
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Toc

Table of Contents (11) Chapters Close

Preface 1. I/O and GUI FREE CHAPTER 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

Fitting lines and circles into two-dimensional point sets

Many computer vision algorithms deal with points. They may be contour points, or key points, or something else. And, in some cases, we know that all of these points should lie on the same curve, with a known mathematical shape. The process of finding the parameters of the curve (in the case of noisy data) is called approximation. Here, we're going to review two functions from OpenCV which find approximations for the ellipse and line for a set of points.

Getting ready

You need to have OpenCV 3.x installed, with Python API support.

How to do it...

...
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