Graduate research assistant at the University of Delaware
I am a Computer Science PhD student at the University of Delaware. I work with Dr. Chandra Kambhamettu in Video/Image Modelling and Synthesis (VIMS) lab.
Recent studies in deep learning-based contour detection methods show high accuracy in single class boundary or edge detection problems. However, this performance does not translate well in a multi-class contour detection scenario where continuous contours are required. My current research focuses on developing an efficient deep learning-based solution to multi-class contour detection problem. This system can be applied in medical image segmentation and diagnostic studies. More
My research interests include Deep learning, Image classification and segmentation, Medical image analysis, and VR technology.
(2020-present) PhD - Computer Science University of Delaware
(2018-2020) Machine Learning Engineer EKbana Nepal
(2013-2017) BE - Computer Engineering Institute of Engineering (IOE), Tribhuvan University