Impulsive noise suppression from images with Jarque-Bera test based Median Filter

Besdok, ERKAN; Yuksel, MEHMET

doi:10.1016/j.aeue.2004.11.002

Impulsive noise suppression from images with Jarque-Bera test based Median Filter

Atıf İçin Kopyala

Besdok E., Yuksel M. E.

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, cilt.59, sa.2, ss.105-110, 2005 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 59 Sayı: 2
Basım Tarihi: 2005
Doi Numarası: 10.1016/j.aeue.2004.11.002
Dergi Adı: AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.105-110
Erciyes Üniversitesi Adresli: Evet

Özet

A novel impulsive noise (IN) eliminator filter, entitled Jarque-Bera test based Median Filter (JM), which shows a high performance at the restoration of images distorted by IN is proposed in this paper. The JM uses statistical methods in order to find out the corrupted pixels more accurately. The JM replaces only those corrupted pixels with the values obtained from standard median filter as explained in the paper. The simulation results reveal that the proposed filter shows better performance than the other filters mentioned in this paper in the cases of being effective in noise suppression and detail preservation, especially when the noise ratio is very high. (c) 2004 Elsevier GmbH. All rights reserved.