• DocumentCode
    3565463
  • Title

    FPGA based implementation of low complex adaptive speckle suppression filter for B-mode medical ultrasound images

  • Author

    Bharath, R. ; Akkala, Vivek ; Rajalakshmi, P. ; Kumar, Punit

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol. Hyderabad, Hyderabad, India
  • fYear
    2014
  • Firstpage
    545
  • Lastpage
    550
  • Abstract
    Speckles are considered as noise, which masks the fine information present in B-mode ultrasound images. Speckles appears as small snakes and dense granular like structures which has serious impact on visual perception of an image. Adaptive filter based on local statistics of an image is used to enhance the image by suppressing the noise. Adaptive speckle suppression filter enhance the image by reducing the variance between intrapixel intensities in homogeneous regions and preserving variance across interpixel intensities across the nonhomogeneous regions. In this paper, we implemented low complex adaptive speckle suppression filter on FPGA based kintex7 board. The performance of the filter is evaluated by plotting the pixel variations of original image with filtered image of an ultrasound phantom. The results show that proposed algorithm can be implemented on mobile ultrasound platforms due to 50% less computations needed per pixel compared to traditional adaptive speckle suppression algorithms, which aids better diagnosis for healthcare.
  • Keywords
    adaptive filters; biomedical ultrasonics; field programmable gate arrays; health care; image denoising; image enhancement; medical image processing; speckle; B-mode medical ultrasound image enhancement; FPGA based kintex7 board; healthcare; local statistics; low-complex adaptive speckle suppression filter; nonhomogeneous regions; visual perception; Field programmable gate arrays; Generators; Noise; Phantoms; Random access memory; Speckle; Ultrasonic imaging; Adaptive filter; FPGA; Image enhancement; Multiplicative noise; Speckle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Sciences (IECBES), 2014 IEEE Conference on
  • Type

    conf

  • DOI
    10.1109/IECBES.2014.7047561
  • Filename
    7047561