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Staff Profile

Dr Tong Xin

Lecturer in Computer Graphics and Vision

  • Email: tong.xin@ncl.ac.uk
  • Telephone: 0191 208 7972
  • 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 Computer Graphics and Computer Vision with a focus on image processing using Deep Learning.


Brief CV

2021 - Present: Lecturer in Visual Computing, the School of Computing, Newcastle University, UK. 

Education

PhD in recognition of a thesis entitled "Accurate Real-Time Complex Cutting in Finite Element Modeling", Newcastle University, UK. 

University Administrative Role

Degree Programme Director for MSc Data Analytics Degree Apprenticeship

Athena SWAN SAT Chair of the School of Computing

External Activities

BBSRC Peer Reviewer

External Examiner for the MSc Artificial Intelligence programme of the University of Essex. 

Research

Research Summary

My research background is originally in Computer Graphics, with specific interests in optimising the FEM (Finite Element Method) 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 Medical Imaging Processing, Remote Sensing Image Processing and Geometric Deep Learning.

Teaching
  • CSC8644 Practical Machine Learning for Data Analytics (10 credits)
  • CSC8637 Deep Learning (10 credits)
  • CSC8409 Capstone Project for Data Analytics Degree Apprenticeship (60 credits)

 

Publications