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Computer vision : algorithms and applications

Author: Richard Szeliski
Publisher: London ; New York : Springer, ©2011.
Series: Texts in computer science.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Szeliski, Richard, 1958-
Computer vision.
New York ; London : Springer, 2011
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Richard Szeliski
ISBN: 9781848829343 1848829345 9781848829350 1848829353
OCLC Number: 682910466
Description: 1 online resource (xx, 812 pages) : illustrations (some color).
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.
Series Title: Texts in computer science.
Responsibility: Richard Szeliski.

Abstract:

Humans perceive the three-dimensional structure of the world with apparent ease. This title explores the variety of techniques commonly used to analyze and interpret images. It also describes  Read more...

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From the reviews:"This large work by Szeliski (Microsoft Research), an experienced computer vision researcher and instructor, contains hundreds of glossy color photos that illustrate the variety of Read more...

 
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