Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Optimization Techniques in Computer Vision

Optimization Techniques in Computer Vision

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319463636
Condition
New
Product Description

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 correlation with neighboring information, (iii) existence on a certain contour of lines or curves, and (iv) given statistical or spectral characteristics of the solution. Regularized optimization is a special method used to solve a class of constrained optimization problems.The term regularization refers to the transformation of an objective function with constraints into a different objective function, automatically reflecting constraints in the unconstrained minimization process. Because of its simplicity and efficiency, regularized optimization has many application areas, such as image restoration, image reconstruction, optical flow estimation, etc. Optimization plays a major role in a wide variety of theories for image processing and computer vision. Various optimization techniques are used at different levels for these problems, and this volume summarizes and explains these techniques as applied to image processing and computer vision.

Available Colors
Available Sizes
1 Offer Price Range: $79.99 - $79.99
BEST PRICE

Single Product Purchase

$79.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$79.99 $79.99

$79.99
See Site In stock Visit Store

Similar Products

Are Statistics Only Made of Data?

$99.00

Der Einflu der Besteuerung auf die Quellen der Investitionsfinanzierung von Aktiengesellschaften

$59.99

Energy Efficient Building Design

$139.99

The Mindup Curriculum, Grades Prek-2 (30-copy pack)

$562.20

Modeling with UML

$39.99

Digital Oratory as Discursive Practice

$129.99

Fallsammlung Steuerlehre Buchfhrung fr Auszubildende in steuer- und wirtschaftsberatenden Berufen

$59.99

Closed Rhinoplasty

$99.99

The Semantics of Plurals, Focus, Degrees, and Times

$109.99

George Orwell and the Radical Eccentrics

$54.99

Die soziale Konstruktion von Fremdenfeindlichkeit

$39.99

Pseudo-Differential Operators: Complex Analysis and Partial Differential Equations

$109.99

Market Morality and Company

$109.99

Introducing Writing Across the Curriculum into China

$49.95

Selected Areas in Cryptography SAC 2017

$54.99

Ubiquitous and Pervasive Commerce

$109.99

New Developments in Quantum Field Theory

$129.00

Betriebslehre des Binnenhandels

$49.99

Lieferkettensorgfaltspflichtengesetz

$39.99

Politische Streitfragen

$49.99

Stanztechnik

$49.99

The High Representative and EU Foreign Policy Integration

$159.00

Big Data Approach to Firm Level Innovation in Manufacturing

$64.99

Pediatric ENT

$129.00

Provenance Data in Social Media

$27.99

Zahnrder

$84.99

Emerging Food Authentication Methodologies Using GC/MS

$199.99

System Fault Diagnostics, Reliability and Related Knowledge-Based Approaches

$219.99

Specifying Statistical Models

$54.99

Autonomous and Autonomic Systems: With Applications to NASA Intelligent Spacecraft Operations and Ex

$189.00

Modeling and Control of Discrete-event Dynamic Systems

$59.99

Reviews of Environmental Contamination and Toxicology Volume 205

$169.99

Gasotransmitters: Physiology and Pathophysiology

$129.00

Advanced Data Mining and Applications

$99.99

The New World and the New World Order

$84.99

Competitive Strategies for and Enterprises

$109.99

Topics in Advanced Scientific Computation

$54.99

Briefe und Tagebcher

$84.99

Industrial Location and Vitalization of Regional Economy

$179.99

Software Architecture

$54.99