• 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