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Optimization Techniques in Computer Vision
Abidi, Mongi A.; Gribok, Andrei V.; Paik, Joonki
€ 161.93
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Description for Optimization Techniques in Computer Vision
Hardback. Series: Advances in Computer Vision and Pattern Recognition. Num Pages: 293 pages, 104 black & white illustrations, 23 colour illustrations, 2 colour tables, biography. BIC Classification: PBWH; TTBM; UMB; UYQV; UYT. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 19. Weight in Grams: 631.
This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as examples to show how each type of problem is related to typical image processing and computer vision problems. Unconstrained optimization gives the best solution based on numerical minimization of a single, scalar-valued objective function or cost function. Unconstrained optimization problems have been intensively studied, and many algorithms and tools have been developed to solve them. Most practical optimization problems, however, arise with a set of constraints. Typical examples of constraints include: (i) pre-specified pixel intensity range, (ii) smoothness or ... Read more
This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as examples to show how each type of problem is related to typical image processing and computer vision problems. Unconstrained optimization gives the best solution based on numerical minimization of a single, scalar-valued objective function or cost function. Unconstrained optimization problems have been intensively studied, and many algorithms and tools have been developed to solve them. Most practical optimization problems, however, arise with a set of constraints. Typical examples of constraints include: (i) pre-specified pixel intensity range, (ii) smoothness or ... Read more
Product Details
Format
Hardback
Publication date
2016
Publisher
Springer International Publishing AG Switzerland
Number of pages
293
Condition
New
Series
Advances in Computer Vision and Pattern Recognition
Number of Pages
293
Place of Publication
Cham, Switzerland
ISBN
9783319463636
SKU
V9783319463636
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Optimization Techniques in Computer Vision
“The presentation of the problems is accompanied by illustrating examples. The book contains both a great theoretical background and practical applications and is thus self-contained. It is useful for master and doctoral students, as well as for researchers and practitioners dealing with computer vision and image processing, but also working in mathematical optimization.” (Ruxandra Stoean, zbMATH 1362.68003, 2017)