DocumentCode :
257599
Title :
Real-time Parallelized Hybrid Median Filter for speckle removal in ultrasound images
Author :
Ayoubi, Randa ; Bayoumi, Magdy ; Ayoubi, Rafic
Author_Institution :
Center of Adv. Comput. Studies (CACS), Univ. of Lousiana, Lafayette, LA, USA
fYear :
2014
fDate :
3-5 Dec. 2014
Firstpage :
65
Lastpage :
68
Abstract :
Medical Imaging has historically been very successful to expose the patient´s anatomy beyond external visibility; thus, allowing more efficient and accurate treatments. The field of medicine continues to search for new techniques in order to increase accuracy, reduce complications, enable real-time feedback, allow early detection and reduce human errors. Various medical imaging techniques exist but suffer from multiple correlated noise or performance that hinders real-time application; ie, ultrasounds. Our contribution attempts to solve both of these problems efficiently to be enable real-time procedures Our work is based on the hybrid median filter. We implemented Parallelized Hybrid Median Filter on FPGA Virtex6 in order to be able to exploit parallelism and real-time capabilities. We were able to get the desirable visual results for experts at 382MHz frequency with 150μs completion time for full 512×512 ultrasound image to complete despeckle.
Keywords :
biomedical ultrasonics; field programmable gate arrays; median filters; medical image processing; speckle; FPGA Virtex6; medical imaging techniques; patient anatomy; real-time feedback; real-time parallelized hybrid median filter; speckle removal; ultrasound images; Image edge detection; Medical diagnostic imaging; Noise; Real-time systems; Speckle; Ultrasonic imaging; FPGA; Hybrid Median Filter; despeckle filter; real-time; speckle; ultrasound;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal and Information Processing (GlobalSIP), 2014 IEEE Global Conference on
Conference_Location :
Atlanta, GA
Type :
conf
DOI :
10.1109/GlobalSIP.2014.7032079
Filename :
7032079
Link To Document :
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