Median filter

Example of 3 median filters of varying radiuses applied to the same noisy photograph.

The median filter is a non-linear digital filtering technique, often used to remove noise from an image,[1] signal,[2] and video.[3] Such noise reduction is a typical pre-processing step to improve the results of later processing (for example, edge detection on an image). Median filtering is very widely used in digital image processing because, under certain conditions, it preserves edges while removing noise (but see the discussion below for which kinds of noise), also having applications in signal processing.

  1. ^ Rezaee, Alireza (April 2021). "Partition Fuzzy Median Filter for Image Restoration". Fuzzy Information and Engineering. 13 (2): 199–210. doi:10.1080/16168658.2021.1921377. ISSN 1616-8658.
  2. ^ Tay, David B. (July 2023). "Median Autoregressive Graph Filters". IEEE Signal Processing Letters. 30: 833–837. doi:10.1109/LSP.2023.3292741. ISSN 1070-9908.
  3. ^ Baboshina, V.A.; Orazaev, A.R.; Lyakhov, P.A.; Boyarskaya, E.E. (August 2024). "Neural network recognition system for video transmitted through a binary symmetric channel". Computer Optics. 48 (4): 582–591. doi:10.18287/2412-6179-CO-1388.

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