James Charters

James Charters

Research School of Engineering / CSIRO Data61
College of Engineering and Computer Science (CECS)
The Australian National University
ACTON, ACT 2601


Thanks for visiting! I am currently a 2nd year PhD student.

Supervision

My supervisors are A/Prof Nick Barnes (Chair), Dr José M. Álvarez and Dr Christian Walder.

Research Interests

I am broadly interested in the intersection of Computer Vision and Machine Learning. My research is currently focused on optimisation of probabilistic graphical models for enhancing image segmentation and semantic understanding. This currently involves investigation into aspects of graph construction, their spectral decomposition and transductive semi-supervised machine learning techniques. Our ultimate goal is to leverage voluminous unlabelled data with a small amount of labelled data and achieve scalable, accurate classification.

Contact

I am external to CECS and the CSIRO Data61 Canberra Research Laboratory (CRL).
You can email me at firstname full-stop-aka-period lastname at anu.edu.au

Publications

PreprintNew

Coming soon!

Conference Papers
  1. "EAGLE: A novel descriptor for identifying plant species using leaf lamina vascular features", J Charters, Z Wang, Z Chi, AC Tsoi and D Feng, in IEEE International Conferenece on Multimedia and Expo Workshops (ICMEW), June 2013

Professional Associations

Member of the Royal Society of New South Wales (MRSN)
Member of the Institute of Electrical and Electronic Engineers (MIEEE)

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