Erschienen: 30.06.2012 Abbildung von Jan Erik Solem | Programming Computer Vision with Python | 1. Auflage | 2012 |

Jan Erik Solem

Programming Computer Vision with Python

Tools and algorithms for analyzing images



260 S

In englischer Sprache

O'Reilly. ISBN 978-1-4493-1654-9


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 application

* Work with image mappings and transforms, such as texture warping and panorama creatio

* Compute 3D reconstructions from several images of the same scen

* Organize images based on similarity or content, using clustering method

* Build efficient image retrieval techniques to search for images based on visual conten

* Use algorithms to classify image content and recognize object

* Access the popular OpenCV library through a Python interface

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