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Optimization for Computer Vision: An Introduction to Core Concepts and Methods
Marco Alexander Treiber
€ 156.82
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Description for Optimization for Computer Vision: An Introduction to Core Concepts and Methods
Hardback. Optimization for Computer Vision Series: Advances in Computer Vision and Pattern Recognition. Num Pages: 268 pages, 14 black & white illustrations, 93 colour illustrations, 1 black & white tables, biograph. BIC Classification: PBU; UYT. Category: (P) Professional & Vocational. Dimension: 242 x 161 x 16. Weight in Grams: 520.
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, followed by pseudocode implementations that reveal deeper insights into their mode of operation. These discussions are further supported by examples taken from important applications in computer vision. Topics and features: provides a comprehensive overview of computer vision-related optimization; covers a range of techniques from classical iterative multidimensional optimization to cutting-edge topics of graph cuts and GPU-suited total variation-based optimization; describes in detail the optimization methods employed ... Read more
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, followed by pseudocode implementations that reveal deeper insights into their mode of operation. These discussions are further supported by examples taken from important applications in computer vision. Topics and features: provides a comprehensive overview of computer vision-related optimization; covers a range of techniques from classical iterative multidimensional optimization to cutting-edge topics of graph cuts and GPU-suited total variation-based optimization; describes in detail the optimization methods employed ... Read more
Product Details
Publisher
Springer London Ltd
Number of pages
305
Format
Hardback
Publication date
2013
Series
Advances in Computer Vision and Pattern Recognition
Condition
New
Weight
519g
Number of Pages
257
Place of Publication
England, United Kingdom
ISBN
9781447152828
SKU
V9781447152828
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Optimization for Computer Vision: An Introduction to Core Concepts and Methods
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 advanced undergraduate readers. The constant use of pseudocode and the grounding within applications and examples make this book suitable as both an introduction to the field as well ... Read more