Tat-Jun Chin

Dr Tat-Jun Chin

Associate Professor

School of Computer Science

Faculty of Engineering, Computer and Mathematical Sciences

Eligible to supervise Masters and PhD - email supervisor to discuss availability.


I work in the area of Computer Vision and Machine Learning, focussing on developing efficient algorithms for large scale optimisation problems. My research enables applications such as 3D mapping, augmented reality, autonomous robots and self-driving cars.

Please see my homepage for more information: http://cs.adelaide.edu.au/~tjchin

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  • Appointments

    Date Position Institution name
    2008 Associate Professor The University of Adelaide
  • T.-J. Chin, D. Suter, and M. Tetlow. “Space-based space surveillance with robust computer vision algorithms", ARC Linkage Project. AU$275,000, 2016-2018.
  • T.-J. Chin, and D. Suter, “Optimal robust fitting under the framework of LP-type methods", ARC Discovery Project, AU$268,000, 2016-2018.
  • T.-J. Chin, “Quantifying performance of image processing for optical space situational awareness data", DSTG Research Agreement, AU$24,200, 2016.
  • T.-J. Chin, “Guaranteed outlier removal for point cloud registration", DSTG Research Agreement, AU$15,000, 2016.
  • I. D. Reid, T.-J. Chin, and J. Howarth, “Visual sensing for localisation and mapping in mining", ARC Linkage Project, AU$220,000,  2014-2016.
  • Chief Investigator, “ARC Centre of Excellence for Robotic Vision". AU$25.6M, 2014-2020. 
  • D. Suter, T.-J. Chin, A. Bab-Hadiashar, and P. Chen, “Improved image analysis: maximised statistical use of geometry/shape constraints", ARC Discovery Project, AU$330,000, 2013-2015.
  • G. Carneiro and T.-J. Chin, “Automated reasoning under uncertainty for visual object recognition and classification", Regione Puglia - South Australia Awards for Research Collaboration, 2012-2013.
  • Advanced Algorithms
  • Algorithm Design and Data Structures
  • Artificial Intelligence
  • Computer Vision
  • Data Structures and Algorithms
  • Introduction to Geometric Algorithms
  • Introduction to Software Engineering
  • Object Oriented Programming
  • Systems Programming in C
  • Scientific Computing
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  • Current Higher Degree by Research Supervision (University of Adelaide)

    Date Role Research Topic Program Degree Type Student Load Student Name
    2019 Principal Supervisor Towards Faster Scene Text Detection: A Comprehension Video Text Dataset and a Real-Time Video Text Detection Algorithm Doctor of Philosophy Doctorate Full Time Mr Chee Kheng Chng
    2018 Principal Supervisor Computer Visions Doctor of Philosophy Doctorate Full Time Mr Dung Anh Doan
    2018 Principal Supervisor Event Based Cameras for Space Surveillance Doctor of Philosophy Doctorate Full Time Mr Samya Bagchi
    2018 Principal Supervisor Detection of Anthropogenic Objects from Captured Space Images Using Generic Deep Learning Doctor of Philosophy Doctorate Full Time Mr Daqi Liu
    2017 Principal Supervisor Vehicle Detection Problem with Convolutional neural Network (CNN) Doctor of Philosophy Doctorate Full Time Ms Shin Fang Ch'ng
    2017 Co-Supervisor Semantic Scene Understanding in Robotic vision Doctor of Philosophy Doctorate Full Time Mr Kejie Li
    2016 Principal Supervisor Registration of Image Data Doctor of Philosophy Doctorate Full Time Mr Zhipeng Cai
  • Past Higher Degree by Research Supervision (University of Adelaide)

    Date Role Research Topic Program Degree Type Student Load Student Name
    2015 - 2018 Principal Supervisor Robust and Large-Scale Quasiconvex Programming in Structure-from-Motion Doctor of Philosophy Doctorate Full Time Mr Qianggong Zhang
    2014 - 2016 Principal Supervisor Maximum Consensus with Mixed Integer Linear Programming Master of Philosophy Master Full Time Mr Yang Heng Kee
    2014 - 2018 Co-Supervisor New Algorithmic Developments in Maximum Consensus Robust Fitting Doctor of Philosophy Doctorate Full Time Mr Huu Minh Le
    2013 - 2017 Co-Supervisor Methods for Understanding and Improving Deep Learning Classification Models Doctor of Philosophy Doctorate Full Time Mr Zhibin Liao
    2013 - 2016 Co-Supervisor Medical Image Segmentation Combining Level Set Method and Deep Belief Networks Doctor of Philosophy Doctorate Full Time Mr Tuan Anh Ngo
    2013 - 2017 Principal Supervisor Moving Least Squares Registration in Computer Vision: New Applications and Algorithms Doctor of Philosophy Doctorate Full Time Mr Xiang Liu
    2013 - 2016 Co-Supervisor Automated Detection, Segmentation and Classification of Masses from Mammograms using Deep Learning Doctor of Philosophy Doctorate Full Time Mr Neeraj Dhungel
    2012 - 2016 Co-Supervisor Robust Rotation Search in Computer Vision Doctor of Philosophy Doctorate Full Time Dr Alvaro Joaquin Parra Bustos
    2011 - 2014 Principal Supervisor Robust Parameter Estimation in Computer Vision: Geometric Fitting and Deformable Registration Doctor of Philosophy Doctorate Full Time Mr Quoc Huy Tran
    2011 - 2014 Principal Supervisor As-Projective-As-Possible Image Stitching with Moving DLT Doctor of Philosophy Doctorate Full Time Mr Julio Cesar Hernandez Zaragoza
    2010 - 2014 Co-Supervisor Structured Output Prediction and Binary Code Learning in Computer Vision Doctor of Philosophy Doctorate Full Time Dr Guosheng Lin
    2010 - 2014 Principal Supervisor Robust Estimation in Computer Vision: Optimisation Methods and Applications Doctor of Philosophy Doctorate Full Time Dr Trung Thanh Pham
    2009 - 2013 Co-Supervisor A Preference Analysis Approach to Robust Geometric Model Fitting in Computer Vision Doctor of Philosophy Doctorate Full Time Miss Hoi Wong
  • Position: Associate Professor
  • Phone: 83136188
  • Email: tat-jun.chin@adelaide.edu.au
  • Campus: North Terrace
  • Building: Ingkarni Wardli, floor 5
  • Room: 5 46
  • Org Unit: School of Computer Science

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