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Book Details
Title: Programming Computer Vision with Python: Tools and algorithms for analyzing images
Author: Jan Erik Solem
Length: 272 pages
Edition: 1
Language: English
Publisher: O'Reilly Media
Publication Date: 2012-06-26
ISBN-10: 1449316549
ISBN-13: 9781449316549
Editorial Reviews
If you want a basic understanding ofcomputer vision’s underlying theory and algorithms, this hands-on introductionis the ideal place to start. You’ll learn techniques for object recognition, 3Dreconstruction, stereo imaging, augmented reality, and other computer visionapplications as you follow clear examples written in Python.
Programming Computer Vision with Pythonexplains computer vision in broad terms that won’t bog you down in theory. Youget complete code samples with explanations on how to reproduce and build uponeach example, along with exercises to help you apply what you’ve learned. Thisbook is ideal for students, researchers, and enthusiasts with basic programmingand standard mathematical skills.
Learn techniques used in robot navigation,medical image analysis, and other computer vision applications
Work with image mappings and transforms,such as texture warping and panorama creation
Compute 3D reconstructions from severalimages of the same scene
Organize images based on similarity orcontent, using clustering methods
Build efficient image retrieval techniquesto search for images based on visual content
Use algorithms to classify image contentand recognize objects
Access the popular OpenCV library through aPython interface
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