Title :
Coherence adaptive speckle filter for ultrasound image
Author :
Kim, JeongSik ; Lee, HyeongDo ; Kim, Baeksop
Author_Institution :
Div. of Inf. Eng. & Telecommun., Hallym Univ., Gangwon
Abstract :
In this paper, we propose a coherence adaptive speckle filter to reduce the speckle in ultrasound images. The conventional adaptive filters, which are used for speckle filtering of SAR images, used SNR measure to discriminate the noise and signal. In case of ultrasound images, the connectivity of the structure elements is important. Therefore, we propose an adaptive speckle filter, which uses the coherence measure to discriminate the signal from noise. The proposed method is compared to the conventional Lee filter using contrast-to-noise ratio (CNR). It has been shown that the proposed method gives higher CNR, and less sensitive to noise.
Keywords :
adaptive filters; imaging; speckle; ultrasonic applications; coherence adaptive speckle filter; ultrasound image; Adaptive filters; Humans; Industrial training; Information filtering; Noise measurement; Noise reduction; Signal to noise ratio; Speckle; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-0778-1
Electronic_ISBN :
978-1-4244-1779-8
DOI :
10.1109/ISSPA.2007.4555391