PSO ICA with BRM for image enhancement

Shih Hsiung Lee, Chu Sing Yang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In the teletransmission of images or medical imaging, image reconstruction or enhancement (denoising) is a significant topic. We can consider it as a typical issue of the Blind Source Separation (BSS) which interfere with transmission and cause blurs in images. Denoising and reconstruction refer to the removal of the unknown signals which lead to interference from the signals we intend to receive. Independent component analysis (ICA) has prominent performance in this field. This paper proposed to apply particle swarm optimization (PSO) algorithm to conduct accelerated computing of the rate of convergence of demixing matrix in ICA. Besides, it used Borel Regular Measure (BRM) based on Infomax to put forward a simple algorithm which was potential to be realized on a circuit chip. Our results of experiment have proved that after the separation of noises, the PSNR of the images has an apparent good effect. In addition, in the era of the Internet of Things, image and video perceptive products are facing the noises generated in transmission or by hardware interference. This paper will serve as an effective solution.

Original languageEnglish
Title of host publicationProceedings - 2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages307-310
Number of pages4
ISBN (Electronic)9781509030712
DOIs
Publication statusPublished - 2016 Aug 16
Event2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016 - Xi'an, China
Duration: 2016 Jul 42016 Jul 6

Publication series

NameProceedings - 2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016

Other

Other2016 IEEE International Symposium on Computer, Consumer and Control, IS3C 2016
CountryChina
CityXi'an
Period16-07-0416-07-06

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Computer Networks and Communications
  • Computer Science Applications
  • Energy Engineering and Power Technology
  • Control and Systems Engineering
  • Control and Optimization

Fingerprint Dive into the research topics of 'PSO ICA with BRM for image enhancement'. Together they form a unique fingerprint.

Cite this