This document discusses the use of fuzzy logic in edge detection within image processing, highlighting the limitations of traditional algorithms such as Sobel and Canny. It presents a new fuzzy logic-based algorithm that incorporates outputs from existing edge detection methods to enhance image quality and compares results from various inputs on real images. The findings indicate that using fuzzy logic significantly improves edge detection performance.