The fuzzy transform is a mathematical tool that unifies the traditional concept of function transforms with fuzzy rule-based systems. In this project, we studied applications of the fuzzy transform for edge detection and compression of grayscale images. To this end, definition and mathematical properties of the fuzzy transform were studied. Finally, computational experiments were performed to quantitatively evaluate the studied approaches.