Budi Setiyono, he is an Associate Professor at the Faculty of Science and Analytical Data in the Department of Mathematics, Institut Teknologi Sepuluh Nopember (ITS), Indonesia. Bachelor's degree completed in the ITS Mathematics Department. Meanwhile, Masters is from the Departement of Informatics, Institut Teknologi Bandung, Indonesia. He completed a doctoral program at the ITS Electronics Department, with the dissertation title "Superresolution based on Image Sequence using Phase Based Image Matching." He is the secretary of the ITS Mathematics Department in Finance, Resources, and Planning. His current activities are as a lecturer and researcher. His field of research is digital image processing. To date, he has succeeded in publishing several papers on the topic of digital image processing in national and international journals. The research focuses on using digital images and videos to support the Intelligent Transportation System. Some of his published research includes image enhancement, vehicle speed detection, vehicle classification and counting, rain noise removal, road marking violations, and so on. He is also interested in researching quantum-based machine learning methods.
