Adaptive enhancement of shoulder x-ray images using tissue attenuation and type-II fuzzy sets.

ABSTRACT: Shoulder X-ray images typically have low contrast and high noise levels, making it challenging to distinguish and identify subtle anatomical structures. While existing image enhancement techniques are effective in improving contrast, they often overlook the enhancement of sharpness, especially when amplifying blurring and noise. These techniques may improve detail contrast but fail to maintain overall image clarity and the distinction between the target and the background. To address these issues, we propose a novel image enhancement method aimed at simultaneously improving both the contrast and sharpness of shoulder X-ray images. The method integrates automatic tissue attenuation techniques, which enhance the image contrast by removing non-essential tissue components while preserving impo

SUBMITTER: Liu Q 

PROVIDER: S-EPMC11801559 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature