Derek Rose
About Derek Rose
Derek Rose is a Research Associate at Oak Ridge National Laboratory, where he has worked since 2016. He specializes in vehicle detection and tracking using deep learning and has a strong background in neural networks and biologically inspired architectures.
Work at Oak Ridge National Laboratory
Derek Rose has been employed at Oak Ridge National Laboratory since 2016, currently holding the position of Research Associate. His work involves vehicle detection and tracking research, utilizing correlation filters and deep learning techniques. Prior to his current role, he served as a Postdoctoral Researcher at the same institution from 2013 to 2016, contributing to various research initiatives during his three-year tenure.
Education and Expertise
Derek Rose earned his Doctor of Philosophy (Ph.D.) in Computer Engineering from the University of Tennessee-Knoxville, where he studied from 2007 to 2013. He also holds a Bachelor's Degree in Computer Engineering from the same university, completed between 2003 and 2007. His educational background provides a strong foundation for his research interests in neural networks, visual attention mechanisms, and biologically inspired architectures.
Research Interests
Derek Rose's research interests encompass a range of topics within computer engineering. He focuses on neural networks and visual attention mechanisms, exploring their applications in various fields. His work also includes segmentation and classification of subcellular structures in fluorescence microscopy, as well as investigations into natural image statistics and bag-of-visual words models. Additionally, he has an interest in sparse coding and neuromorphic computing.
Background
Derek Rose's academic journey began at the University of Tennessee-Knoxville, where he pursued a Bachelor's Degree in Computer Engineering. His commitment to the field led him to further his studies, culminating in a Ph.D. in the same discipline. His background in computer engineering has equipped him with the skills necessary to engage in advanced research and contribute to the scientific community.