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

Nonlinear Eigenproblems in Image Processing and Computer Vision

Nonlinear Eigenproblems in Image Processing and Computer Vision

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319758473
Condition
New
Product Description

This unique text/reference presents a fresh look at nonlinear processing through nonlinear eigenvalue analysis, highlighting how one-homogeneous convex functionals can induce nonlinear operators that can be analyzed within an eigenvalue framework. The text opens with an introduction to the mathematical background, together with a summary of classical variational algorithms for vision. This is followed by a focus on the foundations and applications of the new multi-scale representation based on non-linear eigenproblems. The book then concludes with a discussion of new numerical techniques for finding nonlinear eigenfunctions, and promising research directions beyond the convex case. Topics and features: introduces the classical Fourier transform and its associated operator and energy, and asks how these concepts can be generalized in the nonlinear case; reviews the basic mathematical notion, briefly outlining the use of variational and flow-based methods to solve image-processingand computer vision algorithms; describes the properties of the total variation (TV) functional, and how the concept of nonlinear eigenfunctions relate to convex functionals; provides a spectral framework for one-homogeneous functionals, and applies this framework for denoising, texture processing and image fusion; proposes novel ways to solve the nonlinear eigenvalue problem using special flows that converge to eigenfunctions; examines graph-based and nonlocal methods, for which a TV eigenvalue analysis gives rise to strong segmentation, clustering and classification algorithms; presents an approach to generalizing the nonlinear spectral concept beyond the convex case, based on pixel decay analysis; discusses relations to other branches of image processing, such as wavelets and dictionary based methods. This original work offers fascinating new insights into established signal processing techniques, integrating deep mathematical concepts from a range of different fields, which will be of great interest to all researchers involved with image processing and computer vision applications, as well as computations for more general scientific problems.

Available Colors
Available Sizes
1 Offer Price Range: $99.00 - $99.00
BEST PRICE

Single Product Purchase

$99.00
@ 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
$99.00 $99.00

$99.00
See Site In stock Visit Store

Similar Products

Nitric Oxide and the Kidney

$129.00

Psychosocial and Legal Perspectives of Marital Breakdown

$129.00

Lecture Notes on Bucket Algorithms

$54.99

Employment Policy in a Developing Country A Case-study of India Volume 2

$84.99

Mathematical Analysis and Applications

$169.99

Plasma Modification of Polyolefins

$249.99

Intercultural Communication with Arabs

$54.99

Bio-inspired Algorithms for the Vehicle Routing Problem

$139.00

Regulating Banks in Central and Eastern Europe

$39.99

Radioactive Particles in the Environment

$219.99

Neuroscience and the Future of Chemical-Biological Weapons

$54.99

Einsteins von den Nazis konfisziertes Eigentum

$49.99

Retail Banking

$119.00

Networking und Projektorientierung

$69.99

Discrete Energy on Rectifiable Sets

$159.99

Methoden zur Untersuchung des Flieverhaltens von feuerfesten Baustoffen bei hohen Temperaturen

$54.99

Favorite Books Grades K-1

$119.00

Zwischen Akteur und System

$69.99

Space Capitalism

$44.99

The New Politics of Leisure and Pleasure

$39.99

Parametric and Nonparametric Inference from Record-Breaking Data

$54.99

Kundenakzeptanz und Geschftsrelevanz

$79.99

Emergency Management

$54.99

The End of Genre

$129.99

The Fiscal Crisis of the United Kingdom

$54.99

Religion and Sustainability: Interreligious Resources, Interdisciplinary Responses

$129.00

Arithmetic Geometry

$119.00

Discrete Event Systems: Models and Applications

$39.99

Building Embedded Systems

$79.99

Bilateral Bargaining

$99.99

Great Power Peace and American Primacy

$39.99

Eddy Simulation turbulenter Strmungen

$59.99

Temperate Fruit Crop Breeding

$139.00

Math Counts: Length

$3.71

Wirtschaftliche Krisen bewltigen

$44.99

The Iran-Iraq War

$29.99

Chronobiotechnology and Chronobiological Engineering

$39.99

Elektrotechnik fr Studium und Praxis

$59.99

Abolition and Empire in Sierra Leone and Liberia

$99.00

Mathematical Optimization Theory and Operations Research: Recent Trends

$39.99