Programming Computer Vision with Python (häftad)
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Format
Häftad (Paperback)
Språk
Engelska
Antal sidor
247
Utgivningsdatum
2012-07-06
Upplaga
1
Förlag
O'REILLY & ASSOCIATES
Illustratör/Fotograf
Illustrations
Illustrationer
illustrations
Dimensioner
234 x 177 x 12 mm
Vikt
430 g
Antal komponenter
1
ISBN
9781449316549
Programming Computer Vision with Python (häftad)

Programming Computer Vision with Python

Techniques and Libraries for Imaging and Retrieving Information

Häftad Engelska, 2012-07-06
439
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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.

  • 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
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Passar bra ihop

  1. Programming Computer Vision with Python
  2. +
  3. Python 3 Object-Oriented Programming

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Fler böcker av Jan Erik Solem

Bloggat om Programming Computer Vision with Python

Övrig information

Jan Erik Solem is a Python enthusiast and a computer vision researcher and entrepreneur. He is an applied mathematician and has worked as associate professor, startup CTO, and now also book author. He sometimes writes about computer vision and Python on his blog www.janeriksolem.net. He has used Python for computer vision in teaching, research and industrial applications for many years. He currently lives in San Francisco.

Innehållsförteckning

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