English
 
User Manual Privacy Policy Disclaimer Contact us
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  Image restoration by combining local genetic algorithm with adaptive pre-conditioning

Jiang, T. Z., & Evans, D. J. (2001). Image restoration by combining local genetic algorithm with adaptive pre-conditioning. International Journal of Computer Mathematics, 76(3), 279-295. doi:10.1080/00207160108805025.

Item is

Basic

show hide
Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0010-BB50-D Version Permalink: http://hdl.handle.net/11858/00-001M-0000-002C-29F1-F
Genre: Journal Article

Files

show Files

Locators

show

Creators

show
hide
 Creators:
Jiang, Tianzi Z.1, Author              
Evans, D. J., Author
Affiliations:
1MPI of Cognitive Neuroscience (Leipzig, -2003), The Prior Institutes, MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_634574              

Content

show
hide
Free keywords: Image restoration; Adaptive pre-conditioning genetic algorithm; Wiener and median filters
 Abstract: Image restoration is an essential preprocessing step for many image analysis applications. For this issue, the most common problem is that some interesting structures in the image will be removed from the concerned image during noise suppression. Such interesting structures in an image often correspond to the discontinuities in the image. In this paper, we propose a novel efficient method for image restoration. The central idea in this method is to combine the hybrid genetic algorithm with adaptive pre-conditioning. The remarkable advantage of our approach over the existing works in this field is that restoring corrupted images and preserving the shape transitions in the restored results have been orchestrated very well. Experiments illustrate that our method is much more effective and powerful in the noise reduction than the Wiener and median filtering techniques, two typical and widely used techniques

Details

show
hide
Language(s): eng - English
 Dates: 2001
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: eDoc: 239141
ISI: 000166178500001
Other: P6692
DOI: 10.1080/00207160108805025
 Degree: -

Event

show

Legal Case

show

Project information

show

Source 1

show
hide
Title: International Journal of Computer Mathematics
  Other : Int. J. Comput. Math.
Source Genre: Journal
 Creator(s):
Affiliations:
Publ. Info: London : Gordon and Breach Science Publishers
Pages: - Volume / Issue: 76 (3) Sequence Number: - Start / End Page: 279 - 295 Identifier: ISSN: 0020-7160
CoNE: /journals/resource/954925407731