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OpenCV 3.x with Python By Example - Second Edition

You're reading from  OpenCV 3.x with Python By Example - Second Edition

Product type Book
Published in Jan 2018
Publisher Packt
ISBN-13 9781788396905
Pages 268 pages
Edition 2nd Edition
Languages
Authors (2):
Gabriel Garrido Calvo Gabriel Garrido Calvo
Profile icon Gabriel Garrido Calvo
Prateek Joshi Prateek Joshi
Profile icon Prateek Joshi
View More author details
Toc

Table of Contents (17) Chapters close

Title Page
Copyright and Credits
Contributors
Packt Upsell
Preface
1. Applying Geometric Transformations to Images 2. Detecting Edges and Applying Image Filters 3. Cartoonizing an Image 4. Detecting and Tracking Different Body Parts 5. Extracting Features from an Image 6. Seam Carving 7. Detecting Shapes and Segmenting an Image 8. Object Tracking 9. Object Recognition 10. Augmented Reality 11. Machine Learning by an Artificial Neural Network 1. Other Books You May Enjoy

Summary


In this chapter, we learned about object tracking. We learned how to get motion information using frame differencing, and how it can be limiting when we want to track different types of objects. We learned about color space thresholding and how it can be used to track colored objects. We discussed clustering techniques for object tracking and how we can build an interactive object tracker using the CAMShift algorithm. We discussed how to track features in a video and how we can use optical flow to achieve the same. We learned about background subtraction and how it can be used for video surveillance.

In the next chapter, we are going to discuss object recognition, and how we can build a visual search engine.

 

 

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