QR-Code

Impact of Image Enhancement Using Contrast-Limited Adaptive Histogram Equalization (CLAHE), Anisotropic Diffusion, and Histogram Equalization on Spine X-Ray Segmentation with U-Net, Mask R-CNN, and Transfer Learning

Image segmentation is one of the important applications of deep learning models, such as U-Net and Mask R-CNN, in medical imaging. The image segmentation process enables automated extraction of important information within images, including spine X-rays, saving medical practitioners hours of work. H...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Muhammad Shahrul Zaim Ahmad, Nor Azlina Ab. Aziz, Heng Siong Lim, Anith Khairunnisa Ghazali, ‘Afif Abdul Latiff
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-12-01
Schriftenreihe:Algorithms
Schlagworte:
image enhancement
CLAHE
anisotropic diffusion
histogram equalization
spine
Mask R-CNN
Online-Zugang:https://www.mdpi.com/1999-4893/18/12/796
Tags: Tag hinzufügen
Keine Tags, Fügen Sie das erste Tag hinzu!

Ähnliche Einträge