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Programming Computer Vision with Python

ebook

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

  • Expand title description text
    Publisher: O'Reilly Media

    Kindle Book

    • Release date: August 1, 2012

    OverDrive Read

    • ISBN: 9781449341930
    • File size: 9374 KB
    • Release date: August 1, 2012

    EPUB ebook

    • ISBN: 9781449341930
    • File size: 9373 KB
    • Release date: August 1, 2012

    PDF ebook

    • ISBN: 9781449341947
    • File size: 69190 KB
    • Release date: August 1, 2012

    Formats

    Kindle Book
    OverDrive Read
    EPUB ebook
    PDF ebook

    Languages

    English

    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

  • Expand title description text
    • Details

      Publisher:
      O'Reilly Media

      Kindle Book
      Release date: August 1, 2012

      OverDrive Read
      ISBN: 9781449341930
      File size: 9374 KB
      Release date: August 1, 2012

      EPUB ebook
      ISBN: 9781449341930
      File size: 9373 KB
      Release date: August 1, 2012

      PDF ebook
      ISBN: 9781449341947
      File size: 69190 KB
      Release date: August 1, 2012

    • Creators
    • Formats
      Kindle Book
      OverDrive Read
      EPUB ebook
      PDF ebook
    • Languages
      English