Review of Noise Reduction Methods and Estimation of their Effectiveness for Medical Endoscopic Images Processing

The paper is devoted to the analysis of the efficiency of different algorithms for noise reduction on medical images in endoscopy. The algorithms of adaptive median filtering., KNN filtering., block matching filtering (Non local means and 3DBM) are analyzed. The conclusions and the recommendations f...

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Bibliographic Details
Main Authors: Natalia Obukhova, Alexandr Motyko, Alexandr Pozdeev, Boris Timofeev
Format: Article
Language:English
Published: FRUCT 2018-05-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct22/files/Obu.pdf