|
|
|
|
About Me
I am a Lecturer at the School of Computer Science, The University of Adelaide. Besides teaching I actively conduct research in the area of computer vision.
See my CV, publications and teaching.
Research Interests
Computer vision, object tracking, detection and recognition, robust geometric model fitting, statistical learning techniques in vision, multiple view geometry.
More details on my research.
|
Affiliations
I am also a staff member of the Australian Centre for Visual Technologies (ACVT), Australia's premier centre for computer vision and digital media technology research.
http://www.acvt.com.au
Recent Work
All papers available here are subjected to publishers' rights. Please use for personal research work only.
|
|
T. T. Pham, T.-J. Chin, J. Yu and D. Suter
The Random Cluster Model for Robust Geometric Fitting
To appear in CVPR 2012, Providence, Rhode Island, USA.
|
|
|
H. Wang, T.-J. Chin, and D. Suter
Simultaneously Fitting and Segmenting Multiple-Structure Data with Outliers
IEEE Trans. Pattern Anal. Mach. Intell. (PAMI) (accepted 22 Sept).
|
|
|
T. T. Pham, T.-J. Chin, J. Yu and D. Suter
Simultaneous Sampling and Multi-Structure Fitting with Adaptive Reversible Jump MCMC
In NIPS 2011, Granada, Spain.
|
|
|
T.-J. Chin, J. Yu and D. Suter
Accelerated Hypothesis Generation for Multi-Structure Data via Preference Analysis
IEEE Trans. Pattern Anal. Mach. Intell. (PAMI) (accepted 13 July).
[PDF] [Excerpts from rejoinder] [Code]
**Journal version of our ECCV 2010 paper.**
|
|
|
J. Yu, A. Eriksson, T.-J. Chin and D. Suter
An Adversarial Optimization Approach to Efficient Outlier Removal
In ICCV 2011, Barcelona, Spain.
[PDF]
|
|
|
H. S. Wong, T.-J. Chin, J. Yu and D. Suter
Dynamic and Hierarchical Multi-Structure Geometric Model Fitting
In ICCV 2011, Barcelona, Spain.
[PDF]
|
|
|
J. Yu, T.-J. Chin and D. Suter
A Global Optimization Approach to Robust Multi-Model Fitting
In CVPR 2011, Colorado Springs, Colorado, USA.
[PDF]
|
|
|
T.-J. Chin, D. Suter and H. Wang
Boosting Histograms of Descriptor Distances for Scalable Multiclass Specific Scene Recognition
Image and Vision Computing, 29(4):241-250, March 2011.
|
|
|
T.-J. Chin, J. Yu and D. Suter
Accelerated Hypothesis Generation for Multi-Structure Robust Fitting
In ECCV 2010, Crete, Greece.
[PDF][Code]
**Journal version accepted to TPAMI; see above.**
|
|
|
T.-J. Chin, H. Wang and D. Suter
Robust Fitting of Multiple Structures: The Statistical Learning Approach
In ICCV 2009, Kyoto, Japan.
[PDF][Code]
|
|
|
T.-J. Chin and D. Suter
Incremental Kernel Principal Component Analysis
IEEE Transactions on Image Processing, Volume 16, Issue 6, June 2007. Page(s):1662 – 1674.
[Code]
|
|
|
