Teaching learning based optimization-functional link artificial neural network filter for mixed noise reduction from magnetic resonance image.

Journal: Bio-medical materials and engineering
Published Date:

Abstract

BACKGROUND: The clinical magnetic resonance imaging (MRI) images may get corrupted due to the presence of the mixture of different types of noises such as Rician, Gaussian, impulse, etc. Most of the available filtering algorithms are noise specific, linear, and non-adaptive.

Authors

  • M Kumar
    Indian Council of Agricultural Research (ICAR), Central Institute for Research on Goats, Makhdoom, Farah, Mathura, Uttar Pradesh (U.P.), India.
  • S K Mishra
    Department of Electrical and Electronics Engineering, Birla Institute of Technology, Mesra, Ranchi-835215, India.