Abstract: This paper mainly focuses on image enhancement technique using soft computing approach like fuzzy sets. Image enhancement primarily covers noise detection and reduction from digital color image. To overcome the color disorder on edge and texture pixel, here each color component of a pixel is correlated to the other two corresponding color components of the same pixel. Here filtering is applied to only the corrupted pixels found by the fuzzy approach to improve the complexity and to avoid the color disorder at edges. An experimental result shows that the proposed method in this paper provides significant improvement as compared to the other non-fuzzy and fuzzy filters.