Open AccessUsing the method of renormalization with limitation for medical ultrasound image processing.
Author(s) -
A.V. Kokoshkin
Publication year - 2020
Publication title -
journal of radio electronics
Language(s) - English
Resource type - Journals
ISSN - 1684-1719
DOI - 10.30898/1684-1719.2020.10.1
Subject(s) - speckle noise , speckle pattern , computer vision , computer science , ultrasound , noise (video) , contrast (vision) , image processing , artificial intelligence , image quality , image (mathematics) , radiology , medicine
This article proposes the application of the technique of combining the modernized method of renormalization with limitation with subsequent bilateral filtering to improve the quality of medical ultrasound images. Processing according to this algorithm increases the overall contrast of the image, smoothes out speckle noise and makes it possible to cope well with determining the localization of significant objects. The presented results indicate a significant improvement in the quality of ultrasound images, which can serve as an auxiliary tool for medical workers when clarifying the diagnosis.