Comparative analysis of noise estimation methods in computed tomography images: Histogram analysis, L2 norm, SSIM, and CNN-based classification with ResNet50.

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Bibliographic Details
Title: Comparative analysis of noise estimation methods in computed tomography images: Histogram analysis, L2 norm, SSIM, and CNN-based classification with ResNet50.
Authors: Nasr, Mahmoud1,2, nasr@agh.edu.pl, Brzostowski, Krzysztof3, Obuchowicz, Rafał4, Abd El-Samie, Fathi E.5,6, Piórkowski, Adam1
Source: Digital Signal Processing; Nov2025, Vol. 166, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
Description
ISSN:10512004
DOI:10.1016/j.dsp.2025.105242