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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.
Availability
TIF.2020.006 | 006.37 SZE c | INFORMATIKA (Database Slims) | Available |
Detail Information
Series Title |
Texts in computer science
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Call Number |
006.37 SZE c
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Publisher | Springer : London ; New York., 2011 |
Collation |
xx, 812 p. : ill. (some col.) ; 29 cm.
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Language |
English
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ISBN/ISSN |
9781848829343
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Classification |
006.37
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Content Type |
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Media Type |
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Carrier Type |
-
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Edition |
-
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Subject(s) | |
Specific Detail Info |
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Statement of Responsibility |
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Other version/related
No other version available