• The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth

    Australia

  • 882 Citations
  • 14 h-Index
1992 …2022

Research output per year

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Research Output

  • 882 Citations
  • 14 h-Index
  • 46 Conference paper
  • 20 Article
  • 3 Software
  • 1 Doctoral Thesis
2017

Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities

Alsini, A., Datta, A., Li, J. & Huynh, D., 2017, Advanced Data Mining and Applications : 13th International Conference, ADMA 2017 Singapore, November 5–6, 2017 Proceedings. Cong, G., Peng, W-C., Zhang, W. E., Li, C. & Sun, A. (eds.). Cham: Springer, p. 119-131 13 p. (Lecture Notes in Artificial Intelligence; vol. 10604).

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Learning Variance Kernelized Correlation Filters for Robust Visual Object Tracking

Liu, C., Huynh, D. & Reynolds, M., 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA). United States: IEEE, Institute of Electrical and Electronics Engineers

Research output: Chapter in Book/Conference paperConference paper

Part-based data association for visual tracking

Jiang, Z., Huynh, D. Q., Zhang, J. & Wu, Q., 21 Dec 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

Research output: Chapter in Book/Conference paperConference paper

2018

A supervised learning framework for learning management systems

Monllao Olive, D., Huynh, D., Reynolds, M., Dougiamas, M. & Wiese, D., 2018, Proceedings of the First International Conference on Data Science, E-learning and Information Systems. Lara, J. A. (ed.). New York: Association for Computing Machinery (ACM), p. 1-18 18

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

MLC positioning verification for small fields: a new investigation into automatic EPID-based verification methods

Hiatt, J., Mukwada, G., Barnes, M., Riis, H. L., Huynh, D. & Rowshanfarzad, P., Dec 2018, In : Australasian Physical and Engineering Sciences in Medicine. 41, 4, p. 945-955

Research output: Contribution to journalArticle

1 Citation (Scopus)

Multiple Pedestrian Tracking from Monocular Videos in an Interacting Multiple Model Framework

Jiang, Z. & Huynh, D. Q., 2018, In : IEEE Transactions on Image Processing. 27, 3, p. 1361-1375 15 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

SS-LSTM: A Hierarchical LSTM Model for Pedestrian Trajectory Prediction

Xue, H., Huynh, D. & Reynolds, M., May 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, Institute of Electrical and Electronics Engineers, p. 1186-1194 9 p. 8354239

Research output: Chapter in Book/Conference paperConference paper

41 Citations (Scopus)
2019

A quest for a one-size-fits-all neural network: Early prediction of students at risk in online courses

Monllao Olive, D., Huynh, D., Reynolds, M., Dougiamas, M. & Wiese, D., 15 Apr 2019, In : IEEE Transactions on Learning Technologies. p. 171-183 13 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

A supervised learning framework: using assessment to identify students at risk of dropping out of a MOOC

Monllaó Olivé, D., Huynh, D. Q., Reynolds, M., Dougiamas, M. & Wiese, D., 24 May 2019, In : Journal of Computing in Higher Education.

Research output: Contribution to journalArticle

Community aware personalized hashtag recommendation in social networks

Alsini, A., Datta, A., Huynh, D. Q. & Li, J., 1 Jan 2019, Data Mining - 16th Australasian Conference, AusDM 2018 : Revised Selected Papers. Zhao, Y., Warwick, G., Stirling, D., Li, C-T., Koh, Y. S., Islam, R. & Islam, Z. (eds.). Springer-Verlag Berlin, p. 216-227 12 p. (Communications in Computer and Information Science; vol. 996).

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Location-Velocity Attention for Pedestrian Trajectory Prediction

Xue, H., Huynh, D. & Reynolds, M., 4 Mar 2019, 2019 IEEE Winter Conference on Applications of Computer Vision. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2038–2047 10 p. 8659060. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Loss Switching Fusion with Similarity Search for Video Classification

Wang, L., Huynh, D. Q. & Mansour, M. R., Sep 2019, 2019 IEEE International Conference on Image Processing (ICIP). Taiwan: IEEE, Institute of Electrical and Electronics Engineers, p. 974-978 5 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
1 Citation (Scopus)

Pedestrian tracking and stereo matching of tracklets for autonomous vehicles

Xue, H., Huynh, D. Q. & Reynolds, M., 2019, 2019 IEEE 89th Vehicular Technology Conference, VTC Spring 2019 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, 8746329. (IEEE Vehicular Technology Conference; vol. 2019-April).

Research output: Chapter in Book/Conference paperConference paper

Pedestrian Trajectory Prediction Using A Social Pyramid

Xue, H., Huynh, D. & Reynolds, M., 2019, PRICAI 2019: Trends in Artificial Intelligence. Nayak, A. C. & Sharma, A. (eds.). Springer International Publishing, Vol. 11671. p. 439-453 14 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Conference paperConference paper

Quantum algorithm for visual tracking

Yu, C. H., Gao, F., Liu, C., Huynh, D., Reynolds, M. & Wang, J., 2019, In : Physical Review A (Atomic, Molecular and Optical Physics). 99, 2, 022301.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Urban Area Vehicle Re-Identification With Self-Attention Stair Feature Fusion and Temporal Bayesian Re-Ranking

Liu, C., Huynh, D. & Reynolds, M., 2019, International Joint Conference on Neural Networks (IJCNN). Budapest: IEEE, Institute of Electrical and Electronics Engineers, 8 p.

Research output: Chapter in Book/Conference paperConference paper

2020

A Comparative Review of Recent Kinect-based Action Recognition Algorithms

Wang, L., Huynh, D. & Koniusz, P., 2020, In : IEEE Transactions on Image Processing. 29, p. 15-28 13 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs

Wang, L., Koniusz, P. & Huynh, D., 27 Feb 2020, Proceedings of the 2019 International Conference on Computer Vision. USA: IEEE, Institute of Electrical and Electronics Engineers, 12 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
2 Citations (Scopus)
21 Downloads (Pure)