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Python Image Processing Cookbook

You're reading from   Python Image Processing Cookbook Over 60 recipes to help you perform complex image processing and computer vision tasks with ease

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Product type Paperback
Published in Apr 2020
Publisher Packt
ISBN-13 9781789537147
Length 438 pages
Edition 1st Edition
Languages
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Author (1):
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Sandipan Dey Sandipan Dey
Author Profile Icon Sandipan Dey
Sandipan Dey
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Toc

Table of Contents (11) Chapters Close

Preface 1. Image Manipulation and Transformation 2. Image Enhancement FREE CHAPTER 3. Image Restoration 4. Binary Image Processing 5. Image Registration 6. Image Segmentation 7. Image Classification 8. Object Detection in Images 9. Face Recognition, Image Captioning, and More 10. Other Books You May Enjoy

Multiple object tracking with Python-OpenCV

Object tracking (in a video) is an image/video processing task that locates one or multiple moving objects over time. The goal of the task is to find an association between the target object(s) in the successive video frames. The task becomes difficult when the objects move faster relative to the frame rate or when the object to be tracked changes its orientation over time. The object tracking systems use a motion model taking into account how the target object may change for different possible motions of the object.

Object tracking is useful in human-computer interaction, security/surveillance, traffic control, and many more areas. Since it considers the appearance and the location of an object in the past frame, under certain circumstances, we may still be able to track an object despite the object detection fails. Few tracking algorithms...

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