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Optimization for computer vision : an introduction to core concepts and methods

Author: Marco Treiber
Publisher: New York : Springer, [2013]
Series: Advances in computer vision and pattern recognition.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Optimization plays an invaluable role in the exciting and rapidly developing field of computer vision, yet this importance is often overlooked in the literature. This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vision. In order to facilitate understanding, the presentation of the methods is supplemented by simple flow charts,  Read more...
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Genre/Form: Electronic books
Ebook
Additional Physical Format: Print version:
Treiber, Marco.
Optimization for computer vision. Treiber, Marco Alexander.
New York : Springer, 2013
(DLC) 2013943987
(OCoLC)864908084
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Marco Treiber
ISBN: 9781447152835 1447152832 1447152824 9781447152828
OCLC Number: 853618368
Description: 1 online resource (xi, 257 pages) : illustrations (some color).
Contents: Introduction --
Continuous Optimization --
Linear Programming and the Simplex Method --
Variational Methods --
Correspondence Problems --
Graph Cuts --
Dynamic Programming.
Series Title: Advances in computer vision and pattern recognition.
Responsibility: Marco Alexander Treiber.
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From the reviews: "The book is loosely structured around the different approaches to optimization within computer vision ... . this is an impressive book that will prove useful for post-graduate and Read more...

 
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