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School of Computer Science
Level 4
Ingkarni Wardli Building
THE UNIVERSITY OF ADELAIDE
SA 5005
AUSTRALIA
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Facsimile: +61 8 8313 4366


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Sakrapee (Paul) Paisitkriangkrai
Postdoctoral Research Fellow
The Australian Center for Visual Technologies
School of Computer Science, The University of Adelaide, Australia

Level 5, Innova 21, The University of Adelaide, Adelaide, SA 5006, Australia
Phone: +61 8 8313 0282
Email: paulp(at)cs(dot)adelaide(dot)edu(dot)au
Google Scholar: http://scholar.google.com.au/citations?hl=en&user=lNqlhO4AAAAJ
Web: http://www.cs.adelaide.edu.au/~paulp



Publications

Journals

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, "Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning", arXiv preprint arXiv:1409.5209

     

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, "A Scalable Stagewise Approach to Large-Margin Multiclass Loss-Based Boosting", In: IEEE Trans on Neural Networks and Learning Systems, 2014

     

  • S. Paisitkriangkrai, C. Shen, Q. Shi and A. van den Hengel, "RandomBoost: Simplified Multiclass Boosting Through Randomization", In: IEEE Trans on Neural Networks and Learning Systems, 25(4):764 - 779, 2014

     

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, "Large-margin Learning of Compact Binary Image Encodings", In: IEEE Transactions on Image Processing, 2014

     

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, " Asymmetric pruning for learning cascade detectors", In: IEEE Transactions on Multimedia, 2014

     

  • C. Shen, P. Wang, S. Paisitkriangkrai and A. van den Hengel, "Training effective node classifiers for cascade classification", IJCV 2013

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "Incremental training of a detector using online sparse eigen-decomposition" In: IEEE Transactions on Image Processing, 20(1):213-226, 2011.

     

  • Chunhua Shen Sakrapee Paisitkriangkrai, and Jian Zhang, "Efficiently learning a detection cascade with sparse eigenvectors", In: IEEE Transactions on Image Processing, 20(1):22-35, 2011.

     

  • S. Paisitkriangkrai, T. Mei, J. Zhang and X.-S. Hua, “Clip-based hierarchical representation for near-duplicate video detection”. Int. Journal of Computer Mathematics 88(18): 3817-3833, 2011.

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "Fast pedestrian detection using a cascade of boosted covariance features", In: IEEE Transactions on Circuits and Systems for Video Technology, 2008.

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "Performance Evaluation of Local Features in Human Classification and Detection", IET Journal Computer Vision, 2008.

 

Conference Papers

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, "Strengthening the Effectiveness of Pedestrian Detection with Spatially Pooled Features", ECCV 2014 (Supp. material)

     

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, "Efficient pedestrian detection by directly optimizing the partial area under the ROC curve", ICCV 2013 (Supp. material)

     

  • S. Paisitkriangkrai, C. Shen and A. van den Hengel, "Sharing Features in Multi-class Boosting via Group Sparsity", CVPR 2012 (Supp. material)

     

  • Sakrapee Paisitkriangkrai, Tao Mei, Jian Zhang and Xian-Sheng Hua, "Scalable Clip-based Near-duplicate Video Detection with Ordinal Measure", ACM CIVR 2010.

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "Face detection with effective feature extraction.", ACCV 2010.

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "Efficiently training a better visual detector with sparse eigenvectors", CVPR 2009.

     

  • W. Wang, C. Shen, J. Zhang and S. Paisitkriangkrai, "A two-layer night-time vehicle detector", International Conference on Digital Image Computing - Techniques and Applications, 2009

     

  • J. Zhang, S. Paisitkriangkrai and C. Shen, "An overview of fast pedestrian detection: feature selection and cascade framework of boosted features", IEEE International Conference on Multimedia and Expo, 2009

     

  • Chunhua Shen, Sakrapee Paisitkriangkrai and Jian Zhang, "Face detection from few training examples", In: IEEE International Conference on Image Processing (ICIP'08), San Diego, California, USA, October 2008. IEEE Press.

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "An experimental study on pedestrian classification using local features", In: IEEE International Symposium on Circuits and Systems (ISCAS'08), Seattle, Washington, USA, May 2008. IEEE Press.

     

  • Sakrapee Paisitkriangkrai, Chunhua Shen and Jian Zhang, "An experimental evaluation of local features for pedestrian classification", International Conference on Digital Image Computing - Techniques and Applications (DICTA'07), Adelaide, Australia, December 2007, IEEE Press, (Best paper award).

     

Workshop Papers

 


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