Marine Debris Detection and Mapping with Underwater Image Enhancement

This paper introduces the system of reconstructing underwater trash map. First, our systems improve performance of underwater object detection by using deep learning-based image enhancement. Also, we prove that using enhanced image, it needs a little labeled data compare to underwater images. Finally, we reconstruct underwater 2D trash map by stitching images and detecting trash coordinates.2