ICASSP 2006 - May 15-19, 2006 - Toulouse, France

Technical Program

Paper Detail

Paper:IMDSP-P14.11
Session:Image Formation
Time:Friday, May 19, 10:00 - 12:00
Presentation: Poster
Topic: Image and Multidimensional Signal Processing: Image Filtering
Title: PROCESSING MULTICHANNEL RADAR IMAGES BY MODIFIED VECTOR SIGMA FILTER FOR EDGE DETECTION ENHANCEMENT
Authors: Vladimir V. Lukin, National Aerospace University, Ukraine; Oleg V. Tsymbal, Kalmykov Center for Radiophysical Sensing of Earth, Ukraine; Benoit Vozel, Kacem Chehdi, IETR / TSI2M, University of Rennes 1 / ENSSAT, France
Abstract: Some peculiarities of modified vector sigma filter are studied. In particular, its edge preservation ability is con-sidered in case of processing multichannel remote sensing images. Such a problem is of high importance for many scene recognition and segmentation tasks. It is demon-strated through comparative quantitative and visual proc-essing data that the proposed filter simultaneously pro-vides efficient noise suppression and excellent edge pres-ervation. Edge detection results that prove this fact are also depicted.



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