To maintain a standard in medical imaging study, images should have necessary image quality for potential diagnostic use. Although CNN-based approaches are used to assess the quality, their performance can still be improved terms of accuracy. In this work, we approach problem by using Swin Transformer, which improves poor-quality classification that causes degradation quality. We test our on Fo...

Face image quality estimation is still an open issue since, unlike what happens for other biometric characteristics such as fingerprints, no standard definitions are available yet. The problem even harder when the focus of assessment context electronic ID documents which, according to provisions ISO/IEC 39794-5, a value will be stored in future dedicated blocks. In case high images, general ind...