Publications
| 25 |
 Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter,
Fast Supervised Hashing with Decision Trees for High-Dimensional Data,
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 14), To Appear, 2014.
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| 24 |
Qinfeng Shi, Mark Reid, Tiberio Caetano, Anton van den Hengel, and Zhenhua Wang,
A Hybrid Loss for Multiclass and Structured Prediction,
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), To Appear, 2014. [arXiv: 1402.1921 ]
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| 23 |
Zhen Zhang, Qinfeng Shi, Yanning Zhang, Chunhua Shen, and Anton van den Hengel,
Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations,
Tech Report, Dec. 2013. [arXiv:1312.4637]
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| 22 |
Sakrapee Paisitkriangkrai, Chunhua Shen, Qinfeng Shi, Anton van den Hengel,
RandomBoost: Simplified Multiclass Boosting Through Randomization,
IEEE Transactions on Neural Networks and Learning Systems, To Appear. [ pdf]
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| 21 |
Zhenhua Wang, Qinfeng Shi, Chunhua Shen, Anton van den Hengel,
Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs,
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 13), Portland, USA, June 25-27, 2013. [ pdf]
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| 20 |
Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den hengel,
Part-based visual tracking with online latent structural learning,
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 13), Portland, USA, June 25-27, 2013. [ pdf][ supplementary] [ code ]
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| 19 |
Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang,
Inductive hashing on manifolds,
In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 13), Portland, USA, June 25-27, 2013.
[ pdf][ supplementary]
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| 18 |
Rui Yao, Qinfeng Shi, Chunhua Shen, Yanning Zhang, Anton van den hengel,
Robust Tracking with Weighted Online Structured Learning,
The 12th European Conference on Computer Vision (ECCV 12), Firenze, Italy, Oct. 7-13, 2012.
[ pdf] [ supplementary]
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| 17 |
Qinfeng Shi, Chunhua Shen, Rhys Hill, Anton van den Hengel,
Is margin preserved after random projection?,
The 29th International Conference on Machine Learning (ICML 12), Edinburgh, Scotland, June 26-July 1, 2012. [ pdf][ errata][ code ].
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| 16 |
Xi Li, Chunhua Shen, Qinfeng Shi, Anthony dick, Anton van den Hengel,
Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning,
In IEEE Computer
Society Conference on Computer Vision and Pattern Recognition (CVPR 12), 2012. [ link]
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| 15 |
Qinfeng Shi, Anders Eriksson, Anton van den Hengel, Chunhua Shen,
Is face recognition really a Compressive Sensing problem?
In IEEE Computer
Society Conference on Computer Vision and Pattern Recognition (CVPR 11), Colorado Springs, USA, June 21-23, 2011. [ pdf][ code ]
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| 14 |
Hanxi Li, Chunhua Shen, Qinfeng Shi,
Real-time visual tracking with compressed sensing,
In IEEE Computer
Society Conference on Computer Vision and Pattern Recognition (CVPR 11), Colorado Springs, USA, June 21-23, 2011.
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| 13 |
Qinfeng Shi, Li Cheng, Li Wang and Alex Smola,
Discriminative Human Action Segmentation and Recognition using Semi-Markov Model,
International Journal of Computer Vision, In International Journal of Computer Vision, 93(1):22-32, 2011. DOI: 10.1007/s11263-010-0384-0. [pdf]
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| 12 |
Qinfeng Shi, Mark Reid, Tiberio Caetano, Anton van den Hengel,
A Hybrid Loss for Multiclass and Structured Prediction,
Techinque Report. 2010. [ pdf]
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| 11 |
Qinfeng Shi, Hanxi Li, Chunhua Shen,
Rapid Face Recognition Using Hashing,
In IEEE Computer
Society Conference on Computer Vision and Pattern Recognition (CVPR 10), San Francisco, USA, June 13-18, 2010. [ pdf][ code ]
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| 10 |
Qinfeng Shi, Mark Reid, Tiberio Caetano,
Hybrid model of Conditional Random Field and Support Vector Machine,
Workshop at the 23rd Annual Conference on Neural Information Processing Systems, Canada, Dec. 2009. [ pdf]
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| 9 |
Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola and Vishy Vishwanathan,
Hash Kernels for Structured Data,
Journal of Machine Learning Research, Nov. 2009. [ pdf]
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| 8 |
Qinfeng Shi, Li Cheng, Luping Zhou and Dale Schuurmans,
Discriminative Maximum Margin Image Object Categorization with Exact Inference,
The 5th International Conference on Image and Graphics, Xi'an, Sep 20-23, 2009. [ pdf]
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| 7 |
Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alex Smola, Alex Strehl and Vishy Vishwanathan,
Hash Kernels,
Twelfth International Conference on
Artificial Intelligence and Statistics, Florida, Apirl 14-19, 2009. [pdf]
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| 6 |
Qinfeng Shi, Li Wang, Li Cheng and Alex Smola,
Discriminative Human Action Segmentation and Recognition using Semi-Markov Model (short version with cutting plane method),
In IEEE Computer
Society Conference on Computer Vision and Pattern Recognition (CVPR 08),Anchorage, Alaska, June 23-28, 2008. [pdf]
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| 5 |
Qinfeng Shi, Yasemin Altun , Alex Smola and S.V.N. Vishwanathan,
Automatic Paragraph Segmentation via Max-Margin Semi-Markov Models,
In Proceedings of the 2007 Conference on
Empirical Methods in Natural Language Processing (EMNLP-CoNLL07) , Jun 2007, pp. 640-648. [pdf]
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| 4 |
Ying Li, Qinfeng Shi, Yanning Zhang and Rongchun Zhao,
A study on Automated segmentation algorithm of SAR Image,
Journal of Electronics & Information Technology (Chinese), 2006.
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| 3 |
Qinfeng Shi, Yanning Zhang,
Linear Feature Detection based on Beamlet Analysis,
in Proc. of the Third National Conference on Signal and Information Processing (Chinese), 2004, pp. 206-209
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| 2 |
Qinfeng Shi, Ying Li, Yanning Zhang,
A New Automatic Segmentation for Synthetic Aperture Radar Images,
in Proc. of the International Symposium on Intelligent Multimedia, Video & Speech Processing (ISIMP'04), 2004, pp. 739-742
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| 1 |
Qinfeng Shi, Yanning Zhang,
Adaptive Linear Feature Detection based on Beamlet,
in Proc. of the Third International Conference on Machine Learning and Cybernetics (ICMLC'04), 2004, pp. 3981-3984.
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Theses
PhD thesis: Hash Kernels and Structured Learning, Jan. 2011, ANU [ pdf]
M.Sc. thesis: SAR image edge detection based on Beamlet, in Chinese, April 2006, NPU
B.Sc. thesis: A Study on Processing of SAR Image, in Chinese, June 2003, NPU
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