DocumentCode :
117981
Title :
Despeckling of ultrasound images using non-linear conductance function
Author :
Bhateja, Vikrant ; Singh, Gagan ; Srivastava, Anurag ; Singh, Jaskirat
Author_Institution :
Deptt. of Electron. & Comm. Eng., SRMGPC, Lucknow, India
fYear :
2014
fDate :
20-21 Feb. 2014
Firstpage :
722
Lastpage :
726
Abstract :
This paper presents a novel anisotropic diffusion (AD) filter for despeckling of ultrasound images using a non-linear conductance function. Proper choice of the conductance function while applying AD filters is extremely critical. This work proposes an improved conductance function that tends to suppress speckle with due preservation of diagnostic features. The diffusion coefficient of the AD filter thus decreases monotonically and acts as an edge seeking as well as preserving function. Peak Signal to Noise Ratio (PSNR), Coefficient of Correlation (CoC) and Speckle Suppression Index (SSI) are the quality metrics used for performance evaluation of the proposed despeckling filter.
Keywords :
biomedical ultrasonics; diffusion; filtering theory; medical image processing; ultrasonic imaging; AD filters; CoC; PSNR; SSI; anisotropic diffusion filter; coefficient-of-correlation; diagnostic feature preservation; edge seeking diffusion coefficient; nonlinear conductance function; peak signal-to-noise ratio; performance evaluation; preserving function; quality metrics; speckle suppression index; ultrasound image despeckling filter; Anisotropic magnetoresistance; Conferences; Filtering; Image edge detection; Noise; Speckle; Ultrasonic imaging; AD filter; conductance function; despeckling; diffusion coefficient;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
Type :
conf
DOI :
10.1109/SPIN.2014.6777049
Filename :
6777049
Link To Document :
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