His research examines pattern recognition and digital image processing, with a specific focus on shape retrieval from large databases. He has published more than sixty-five refereed journal and conference papers that have received more than 1100 citations. These papers cover many aspects of research dealing with image segmentation, image enhancement, image description, biological image processing, and embedded system design. The National Institute of Health has funded Dr. Belkasim’s research projects.