A Detail Preserving Vector Median Filter Based on Texture Analysis - Intelligent Information Processing IX Access content directly
Conference Papers Year : 2018

A Detail Preserving Vector Median Filter Based on Texture Analysis

Abstract

A texture detail preserving vector filter is proposed to remove impulsive noise in color images. By computing the texture complexity of the local neighborhood centered at each pixel according to the texture analysis of the color image, the proposed method classifies the local neighborhood into smooth region or texture one. For smooth regions and texture regions, different smoothing strategies are performed. For a smooth region, more smoothing is needed, whereas for a texture region the amount of smoothing should be controlled by its texture complexity. Experimental results show that the proposed method obviously outperforms the classical VMF both in noise suppression and in texture and detail preservation.
Fichier principal
Vignette du fichier
473854_1_En_21_Chapter.pdf (403.88 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-02197776 , version 1 (30-07-2019)

Licence

Attribution

Identifiers

Cite

Ying Pan, Shihui Wang. A Detail Preserving Vector Median Filter Based on Texture Analysis. 10th International Conference on Intelligent Information Processing (IIP), Oct 2018, Nanning, China. pp.204-209, ⟨10.1007/978-3-030-00828-4_21⟩. ⟨hal-02197776⟩
63 View
118 Download

Altmetric

Share

Gmail Facebook X LinkedIn More