You're reading from Mastering OpenCV 4 with Python

Product typeBook

Published inMar 2019

Reading LevelExpert

PublisherPackt

ISBN-139781789344912

Edition1st Edition

Languages

Python

Tools

OpenCV

Concepts

Computer Vision

Author (1)

Alberto Fernández Villán

Section 2: Image Processing in OpenCV

In this second section of the book, you will dive deeper into the OpenCV library. More specifically, you will see most of the common image processing techniques you will need in your computer vision projects. Additionally, you will see how to both create and understand histograms, which are powerful tools used to better understand image content. Furthermore, you will see the main thresholding techniques you will need in your computer vision applications as a key part of image segmentation. Also, you will see how to deal with contours, which are used for shape analysis and both object detection and recognition. Finally, you will learn how to build your first augmented reality applications.

The following chapters will be covered in this section:

Chapter 5, Image Processing Techniques
Chapter 6, Constructing and Building Histograms
Chapter...

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Author (1)

Alberto Fernández Villán

Alberto Fernndez Villn is a software engineer with more than 12 years of experience in developing innovative solutions. In the last couple of years, he has been working in various projects related to monitoring systems for industrial plants, applying both Internet of Things (IoT) and big data technologies. He has a Ph.D. in computer vision (2017), a deep learning certification (2018), and several publications in connection with computer vision and machine learning in journals such as Machine Vision and Applications, IEEE Transactions on Industrial Informatics, Sensors, IEEE Transactions on Industry Applications, IEEE Latin America Transactions, and more. As of 2013, he is a registered and active user (albertofernandez) on the Q&A OpenCV forum.
Read more about Alberto Fernández Villán

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