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Programming Computer Vision with Python: Tools and Algorithms for Analyzing Imagesby Jan Erik Solem
Synopses & Reviews
If you want a basic understanding of computer visions underlying theory and algorithms, this hands-on introduction is the ideal place to start. Youll 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 wont 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 youve learned. This book is ideal for students, researchers, and enthusiasts with basic programming and standard mathematical skills.
If you want a basic understanding of computer visions underlying theory and algorithms, this hands-on introduction is the ideal place to start. As a student, researcher, hacker, or enthusiast, youll learn as you follow examples written in Python—the easy-to-learn language that has modules for handling images and mathematical computing and data mining on a par with commercial alternatives.
Programming Computer Vision with Python teaches computer vision in broad terms that wont bog you down in theory. Instead, youll find this book to be inspiring and motivating. Youll get all the code you need, with clear explanations on how to reproduce the books examples and build upon them directly.
About the Author
author bio coming soon
Table of Contents
PrefaceChapter 1: Basic Image Handling and ProcessingChapter 2: Local Image DescriptorsChapter 3: Image to Image MappingsChapter 4: Camera Models and Augmented RealityChapter 5: Multiple View GeometryChapter 6: Clustering ImagesChapter 7: Searching ImagesChapter 8: Classifying Image ContentChapter 9: Image SegmentationChapter 10: OpenCVInstalling PackagesImage DatasetsImage CreditsReferencesAbout the AuthorColophon
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Computers and Internet » Artificial Intelligence » Image Processing