Key Features
Book Description
What you will learn
- Install and create a program using the OpenCV library
- Process an image by manipulating its pixels
- Analyze an image using histograms
- Segment images into homogenous regions and extract meaningful objects
- Apply image filters to enhance image content
- Exploit image geometry in order to relate different views of a pictured scene
- Calibrate the camera from different image observations
- Detect faces and people in images using machine learning techniques
Who this book is for
Table of Contents
- Playing with Images
- Manipulating the Pixels
- Processing Images with Classes
- Counting the Pixels with Histograms
- Transforming images with morphological operations
- Filtering the Images
- Extracting Lines, Contours and Components
- Detecting and Matching Interest Points
- Estimating Projective Relations in Images
- Processing Video Sequences
- Object detection and machine learning
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