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Computer vision: algorithms and applications



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. More than just a source of "recipes," this exceptionally authoritative and comprehensive textbook/reference also takes a scientific approach to basic vision problems, formulating physical models of the imaging process before inverting them to produce descriptions of a scene. These problems are also analyzed using statistical models and solved using rigorous engineering techniques.


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TIF.2020.006006.37 SZE cINFORMATIKA (Database Slims)Available

Detail Information

Series Title
Texts in computer science
Call Number
006.37 SZE c
Publisher Springer : London ; New York.,
Collation
xx, 812 p. : ill. (some col.) ; 29 cm.
Language
English
ISBN/ISSN
9781848829343
Classification
006.37
Content Type
-
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Specific Detail Info
-
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