A system for cleaning up and preparing an image for segmentation is disclosed. An image transmitting device is configured to transmit a first image to an image receiving device. The image receiving device is configured to: receive the first image; apply a Dual Tree Complex Wavelet transform to the first image to form a plurality of sub-images; generate a high pass image based on the plurality of sub-images; generate a rotational invariant resultant image based on the high pass image; generate a low pass image based on the plurality of sub-images; and combine the rotational invariant resultant image and the low pass image to form a pseudo-fluorescent image.