A. M. Madbouly

Preprocessing and Feature Extraction Evaluation for COVID-19 Detection from Chest X-Ray Images

The experiment revealed that preprocessing and feature extraction do not operate independently; Gaussian filtering actively enhanced the gradient signal that HOG depends on, while grayscale conversion preserved the intensity patterns that LBP encodes, demonstrating that alignment between preprocessing and feature descr...