Computer Vision: Algorithms and Applications

Computer Vision: Algorithms and Applications

Download a pdf copy of “Computer Vision: Algorithms and Applications” by Richard Szeliski for free. Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive.


Why is computer vision such a challenging problem and what is the current state of the art? Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images.

It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

Table of Contents

  • Introduction
  • Image formation
  • Image processing
  • Feature detection and matching
  • Segmentation
  • Feature-based alignment
  • Structure from motion
  • Dense motion estimation
  • Image stitching
  • Computational photography
  • Stereo correspondence
  • 3D reconstruction
  • Image-based rendering
  • Recognition

Book Details

Author(s): Richard Szeliski
Format(s): PDF
File size: 22.14 MB
Number of pages: 979
Link: Download.

One Response to “Computer Vision: Algorithms and Applications”

  1. sarmit banerjee says:

    many many thanks for providing the valuable ebook.

    sarmit banerjee

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