ENHANCED HYBRID MEDIAN FILTRATION TECHNIQUE FOR MEDICAL IMAGES

Authors

  • Jyotsna Singh M.Tech(CSE) Research Scholar, Asso. Professor Dept of CSA, ITM University, Gwalior
  • Dr. Sanjay Jain M.Tech(CSE) Research Scholar, Asso. Professor Dept of CSA, ITM University, Gwalior

Keywords:

MRI and USI images, Noise, Denoise, Mean filter; Median filter; Adaptive median; Spatial adaptive mask; Adaptive spatial mask filter etc

Abstract

Offered research work suggested a scheme to exclude the noise from ultrasound medical image. Such sorts of
pictures are tremendously affected by noise from various sorts of medicinal equipment like CT scan, MRI or ultrasound
systems. Some techniques of Denoising like mean, median, and spatial mask filtrating are frequently used procedures to
abolish the noise. Here hybrid median filter is introduced to eliminate high density impulse noise. Hybrid median filter is
a mixture of two filters. Suggested research work likewise gives the comparison outcomes of some formerly adapted
filtration techniques for denoising of impulsive noise in medical images. With enhancement in PSNR and lesser MSE
value to significant level also suggested work offers a unique scheme in hybrid median filtration. For better preserving
the edge and texture areas, an improved median filtering scheme has been advised in this work. The proposed filter is
effective in removing noises.

Published

2018-05-25

How to Cite

Jyotsna Singh, & Dr. Sanjay Jain. (2018). ENHANCED HYBRID MEDIAN FILTRATION TECHNIQUE FOR MEDICAL IMAGES. International Journal of Advance Engineering and Research Development (IJAERD), 5(5), 164–170. Retrieved from https://ijaerd.org/index.php/IJAERD/article/view/3410