Large-Scale Optimization Methods with Application to Design of Filter Networks.

Format:

Book

Author/Creator:

Zikrin, Spartak.

Series:

Linköping Studies in Science and Technology : Dissertations

Linköping Studies in Science and Technology : Dissertations ; v.1561

Language:

English

Subjects (All):

Optimisation . . .

Diagnostic imaging.

Physical Description:

1 online resource (69 pages)

Edition:

1st ed.

Other Title:

Linköping Studies in Science and Technology

Place of Publication:

Linköping : Linköping University Electronic Press, 2014.

Summary:

This book focuses on large-scale optimization methods applied to the design of filter networks, particularly in the context of medical image processing. The author, Spartak Zikrin, develops innovative algorithms that improve computational efficiency and image quality by optimizing the sparsity of filter networks. The work addresses the challenges of solving non-convex optimization problems with numerous decision variables and local minima. The intended audience includes researchers and practitioners in mathematics and engineering, especially those interested in optimization techniques and medical imaging. The book contributes to automated design processes in filter networks, balancing image quality and processing time. Generated by AI.

Contents:

Intro

Abstract

PopulŁarvetenskapligsammanfattning

Acknowledgements

List of Papers

Acronyms and Abbreviations

Contents

1 Introduction

2 Unconstrained Optimization

3 Optimal Design of Filter Networks

4 Summary of Papers.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

Other Format:

Print version: Zikrin, Spartak Large-Scale Optimization Methods with Application to Design of Filter Networks

ISBN:

9789175194561

9175194562

OCLC:

927227403