A new class of multichannel image processing filters: vector median-rational hybrid filters

Lazhar Khriji, Moncef Gabbouj

Research output: Contribution to journalArticle

7 Citations (Scopus)

Abstract

SUMMARY A new class of nonlinear filters called Vector Median Rational Hybrid Filters (VMRHF) for multispectral image processing is introduced and applied to color image filtering problems. These filters are based on Rational Functions (RF). The VMRHF filter is a two-stage filter, which exploits the features of the vector median filter and those of the rational operator. The filter output is a result of vector rational function operating on the output of three sub-functions. Two vector median (VMF) sub-filters and one center weighted vector median filter (CWVMF) are proposed to be used here due to their desirable properties, such as, edge and details preservation arid accurate chromaticity estimation. Experimental results show that the new VMRHF outperforms a number of widely known nonlinear filters for multispectral image processing such as the Vector Median ilter (VMF) and Distance Directional Filters (DDf) with respect to all criteria used.

Original languageEnglish
Pages (from-to)1589-1596
Number of pages8
JournalIEICE Transactions on Information and Systems
VolumeE82-D
Issue number12
Publication statusPublished - 1999

Keywords

  • Rational functions
  • Vector median filters
  • Vector median-rational hybrid filters
  • Vector rational filters

ASJC Scopus subject areas

  • Software
  • Hardware and Architecture
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence
  • Electrical and Electronic Engineering

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