Noise Filtering in Ultrasound Images Using Gravitational Search Algorithm
عنوان مقاله: Noise Filtering in Ultrasound Images Using Gravitational Search Algorithm
شناسه ملی مقاله: ICS12_223
منتشر شده در دوازدهمین کنفرانس ملی سیستم های هوشمند ایران در سال 1392
شناسه ملی مقاله: ICS12_223
منتشر شده در دوازدهمین کنفرانس ملی سیستم های هوشمند ایران در سال 1392
مشخصات نویسندگان مقاله:
Esmat Rashedi - Department of Electrical engineering Kerman Graduate university of Technology Kerman, Iran
Aliakbar Zarezadeh - Department of Hardware Development-PNET dSPACE GmbH Paderborn, Germany
خلاصه مقاله:
Esmat Rashedi - Department of Electrical engineering Kerman Graduate university of Technology Kerman, Iran
Aliakbar Zarezadeh - Department of Hardware Development-PNET dSPACE GmbH Paderborn, Germany
Ultrasound Imaging plays a great role in the real-time medical imaging for the visualization and diagnostic purposes. Such a coherent imaging systemis usually influenced by thepresence of the speckle noise. Consequently, image denoising emerges as a fundamental trend to decline the effect of suchinterferences. This paper demonstrates an adaptive noise filtering method in ultrasound images. Gravitational Search Algorithm (GSA) is exploited for optimization of the filter coefficients of 2D FIR filters. The mean square error (MSE) and signal to noise ratio (SNR) metrics are used for assessment of the gained results.Based on the quantitative comparisons, the proposed approach outperforms the Gaussian, and median filters
کلمات کلیدی: Noise filtering; Gravitational search algorithm;ultrasound image
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/276302/