Frequency selective weighted median filters

Kang Sun Choi, Kyung Hoon Lee, Sung Jea Ko, Aldo W. Morales

Research output: Contribution to journalConference article

5 Citations (Scopus)

Abstract

In this paper, we propose a frequency selective weighted median (FSWM) filter with arbitrary spectral behavior. The proposed scheme is motivated by the observation on the structure and design procedure of the linear-phase FIR high-pass (HP) filter. An FIR HP filter can be easily obtained by changing the sign of coefficients in odd position. Thus, the output of the HP filter can be represented as the difference between two subfilters which have all positive coefficients. This representation structure of the FIR HP filter is analogous to the difference of estimates (DoE) such as the difference of medians (DoM). The DoM is essentially a robust HP filter which is commonly used in edge detection. Based on this observation, we define a new nonlinear filtering structure consisting of linear combinations of weighted medians. We refer to this new filter class as the FSWM filter. It is shown experimentally that the FSWM filter can offer 'low-pass (LP)', 'HP', 'band-pass (BP)', and 'band-stop (BS)' frequency characteristics.

Original languageEnglish
Pages (from-to)197-206
Number of pages10
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume3646
Publication statusPublished - 1999
EventProceedings of the 1999 Nonlinear Image Processing X - San Jose, CA, USA
Duration: 1999 Jan 251999 Jan 26

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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