IEICE Electronics Express
Online ISSN : 1349-2543
ISSN-L : 1349-2543
LETTER
Small target detection using the Bilateral Filter based on Target Similarity Index
Tae-Wuk BaeSung-Hak LeeKyu-Ik Sohng
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2010 Volume 7 Issue 9 Pages 589-595

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Abstract

This paper presents a new bilateral filter (BF)using the adaptive standard deviation based on the target similarity index (TSI) for small target detection. At first, the threshold value of pixel's TSI in window decides whether any pixel is a potential small target or not. The TSIs of the potential small target pixels are mapped to standard deviations of domain and range filters of the BF by linear mapping and the two standard deviations increase in proportion to the TSI for blurring the small targets. For the more blurred small targets, the filter size according to the TSI is increased. Experimental results demonstrate that the proposed method is more robust and efficient than the conventional methods.

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© 2010 by The Institute of Electronics, Information and Communication Engineers
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