Staff Profile
Dr Tong Xin
Lecturer
- Email: tong.xin@ncl.ac.uk
- Address: School of Computing, Urban Sciences Building, Newcastle University, 1 Science Square, Newcastle Helix, Newcastle upon Tyne, NE4 5TG
Background
I am a lecturer in Data Science in the School of Computing at Newcastle University.
My research background is originally in computer graphics, with specific interests in optimising the Finite Element Method (FEM) based systems of linear equations using matrices to achieve challenging accurate cutting of surfaces in real-time.
My current research interest is in the way in which machine learning, especially deep learning techniques can be used to expand the application range of computer graphics and boost the solving speed of large-scale datasets. Specifically, practical applications of interest lie in remote sensing image processing and geometric deep learning.
Teaching
CSC8409 Capstone Project for Data Analytics Degree Apprenticeship.
Publications
- Wang Z, Xin T, Wang S, Zhang H. Depth-embedded instance segmentation network for urban scene parsing. Journal of Intelligent and Fuzzy Systems 2022, 42(3), 1269-1279.