Implemented a solution in MATLAB for edge detection based on wavelet based edge detection and fusion. Haar filter and db2 filter are used to decompose the images and recompose them at 3 levels. the horizontal and vertical details of the image at each level were used, because, human visual system is very sensitive to these orientations.