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Programming computer vision with Python / Jan Erik Solem

Author
Solem, Jan Erik
Additional Titles
Subtitle on cover: Tools and algorithms for analyzing images
Published
Sebastopol, Calif. : O'Reilly, [2012]
Copyright Date
©2012
Edition
1st ed.
Physical Description
1 online resource : illustrations (some color)
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Summary
If you want a basic understanding of computer vision's underlying theory and algorithms, this hands-on introduction is the ideal place to start. You'll learn techniques for object recognition, 3D reconstruction, stereo imaging, augmented reality, and other computer vision applications as you follow clear examples written in Python. Programming Computer Vision with Python explains computer vision in broad terms that won't bog you down in theory. You get complete code samples with explanations on how to reproduce and build upon each example, along with exercises to help you apply what you've learned. This book is ideal for students, researchers, and enthusiasts with basic programming and 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 several images of the same scene Organize images based on similarity or content, using clustering methods Build efficient image retrieval techniques to search for images based on visual content Use algorithms to classify image content and recognize objects Access the popular OpenCV library through a Python interface.
Subject(s)
ISBN
9781449341947 (electronic bk.)
1449341942 (electronic bk.)
9781449341930 (electronic bk.)
1449341934 (electronic bk.)
9781449341916
1449341918
9781449316549
1449316549
Digital File Characteristics
text file
Bibliography Note
Includes bibliographical references and index. 40
View MARC record | catkey: 37425637