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

    6009 Perth

    Australia

  • 891 Citations
  • 14 h-Index
1992 …2022

Research output per year

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Research Output

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

5 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

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

6 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

42 Citations (Scopus)
2017

Bi-Prediction: Pedestrian Trajectory Prediction Based on Bidirectional LSTM Classification

Xue, H., Huynh, D. & Reynolds, M., 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2017, Sydney, Australia, November 29 - December 1, 2017. United States: IEEE, Institute of Electrical and Electronics Engineers, 8 p.

Research output: Chapter in Book/Conference paperConference paper

11 Citations (Scopus)

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

2016

Constrained metric learning by permutation inducing isometries

Bosveld, J., Mahmood, A., Huynh, D. & Noakes, L., 2016, In : IEEE Transactions on Image Processing. 25, 1, p. 92-103

Research output: Contribution to journalArticle

6 Citations (Scopus)
10 Downloads (Pure)

Discriminative human action classification using locality-constrained linear coding

Rahmani, H., Huynh, D., Mahmood, A. & Mian, A., 2016, In : Pattern Recognition Letters. 72, p. 62-71

Research output: Contribution to journalArticle

26 Citations (Scopus)

Histogram of Oriented Principal Components for Cross-View Action Recognition

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 1 Dec 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 12, p. 2430-2443 14 p., 7415989.

Research output: Contribution to journalArticle

65 Citations (Scopus)
2015

Estimating physical activity energy expenditure with the kinect sensor in an exergaming environment

Nathan, D., Huynh, D., Rubenson, J. & Rosenberg, M., 2015, In : PLoS One. 10, 5, p. 1-22

Research output: Contribution to journalArticle

Open Access
14 Citations (Scopus)
2014

Action classification with locality-constrained linear coding

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, Proceedings - International Conference on Pattern Recognition. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 3511-3516

Research output: Chapter in Book/Conference paperConference paper

19 Citations (Scopus)

HOPC: Histogram of Oriented Principal Components of 3D pointclouds for action recognition

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, Computer Vision – ECCV 2014. ECCV 2014. Lecture Notes in Computer Science. Switzerland: Springer, Vol. 8690 LNCS. p. 742-757

Research output: Chapter in Book/Conference paperConference paper

75 Citations (Scopus)

Real time action recognition using histograms of depth gradients and random decision forests

Rahmani, H., Mahmood, A., Huynh, D. & Mian, A., 2014, IEEE Winter Conference on Applications of Computer Vision, WACV 2014. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 626-633

Research output: Chapter in Book/Conference paperConference paper

79 Citations (Scopus)

Unsupervised change detection based on robust chi-squared transform for bitemporal remotely sensed images

Shi, A., Huynh, D., Huang, F., Shen, S., Lu, W. & Ma, Z., 2014, In : International Journal of Remote Sensing. 35, 21, p. 7555-7566

Research output: Contribution to journalArticle

8 Citations (Scopus)
2013

3D Human Pose Tracking using Gaussian Process Regression and Particle Filter applied to gait analysis of Parkinson's Disease patients

Sedai, S., Bennamoun, M., Huynh, D., El-Sallam, A., Foo, S., Alderson, J. & Lind, C., 2013, Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA). New Jersey, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. n/a. p. 1636-1642

Research output: Chapter in Book/Conference paperConference paper

6 Citations (Scopus)

A Gaussian process guided particle filter for tracking 3d human pose in video

Sedai, S., Bennamoun, M. & Huynh, D., 2013, In : IEEE Transactions on Image Processing. 22, 11, p. 4286-4300

Research output: Contribution to journalArticle

22 Citations (Scopus)
10 Downloads (Pure)

Combining Background Subtraction and Temporal Persistency in Pedestrian Detection from Static Videos

Jiang, Z., Huynh, D., Moran, W. & Challa, S., 2013, 2013 IEEE International Conference on Image Processing (ICIP 2013) Proceedings. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 4141-4145

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)

Discriminative fusion of shape and appearance features for human pose estimation

Sedai, S., Bennamoun, M. & Huynh, D., 2013, In : Pattern Recognition. 46, 12, p. 3223-3237

Research output: Contribution to journalArticle

14 Citations (Scopus)
2012

Boosted particle swarm optimization of Gabor filter feature vector

Bosveld, J. & Huynh, D., 2012, Digital Image Computing: Techniques and Applications. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-7

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)
2011

Appearance and motion based data association for pedestrian tracking

Jiang, Z., Huynh, D., Moran, W. & Challa, S., 2011, Image and Vision Computing New Zealand Conference 2011 Proceedings. New Zealand: The University of New Zealand, Vol. 0. p. 459-464

Research output: Chapter in Book/Conference paperConference paper

14 Citations (Scopus)

Evaluating Shape and Appearance Descriptors for 3D Human Pose Estimation

Sedai, S., Bennamoun, M. & Huynh, D., 2011, Proceedings of the 2011 6th IEEE Conference on Industrial Electronics & Applications. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. Single. p. 287-292

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Supervised particle filter for tracking 2D human pose in monocular video

Sedai, S., Huynh, D. & Bennamoun, M., 2011, 2011 IEEE Workshop on Applications of Computer Vision (WACV 2011) . United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 367-373

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

Tracking pedestrians using smoothed colour histograms in an interacting multiple model framework

Jiang, Z., Huynh, D., Moran, W. & Challa, S., 2011, 2011 18th IEEE International Conference on Image Processing. Piscataway, NJ: IEEE, Institute of Electrical and Electronics Engineers, p. 2316-2364

Research output: Chapter in Book/Conference paperConference paper

11 Citations (Scopus)

Upper Body Detection in Unconstrained Still Images

Wong, W., Huynh, D. & Bennamoun, M., 2011, 2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA). USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. Single. p. 287-292

Research output: Chapter in Book/Conference paperConference paper

2010

Localised Fusion of Shape and Appearance Features for 3D Human Pose Estimation

Sedai, S., Bennamoun, M. & Huynh, D., 2010, Proceedings of the British Machine Vision Conference 2010. Labrosse, F., Zwiggelaar, R., Liu, Y. & Tiddeman, B. (eds.). Aberystwyth UK ed. http://dx.doi.org/10.5244/C.24.51: BMVA Press, Vol. 1. p. 1-10

Research output: Chapter in Book/Conference paperConference paper

Multiple Pedestrian Tracking using Colour and Motion Models

Jiang, Z., Huynh, D., Moran, W., Challa, S. & Spadaccini, N., 2010, Proceedings - 2010 Digital Image Computing: Techniques and Applications. Zhang, J., Shen, C., Geers, G. & Wu, Q. (eds.). Sydney Australia ed. California USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 328-334

Research output: Chapter in Book/Conference paperConference paper

22 Citations (Scopus)

Probabilistic Human Pose Recovery from 2D Images

Flitti, F., Bennamoun, M., Huynh, D. & Owens, R., 2010, Proceedings of 2010 IEEE 17th International Conference on Image Processing. Siu, W-C. (ed.). Hong Kong ed. USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1517-1520

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)
2009

3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning

Sedai, S., Flitti, F., Bennamoun, M. & Huynh, D., 2009, Image Analysis and Recognition, Proceedings. Kamel, M. & Campilho, A. (eds.). Halifax, Canada ed. Berlin Heidelberg, Germany: Springer, Vol. 5627. p. 327-336

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

An EM approach to mineral analysis using natural gamma rays

Moran, B., Huynh, D., Wang, X., Edwards, M., Harris, A. & La Scala, B. F., 2009, In : Digital Signal Processing. 19, 5, p. 793-808

Research output: Contribution to journalArticle

1 Citation (Scopus)

Context-based Appearance Descriptor for 3D Human Pose estimation from Monocular Images

Sedai, S., Bennamoun, M. & Huynh, D., 2009, DICTA 2009. Shi, H., Zhang, Y. & Bottema, M. (eds.). Melbourne, Australia ed. Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. NA. p. 484-491

Research output: Chapter in Book/Conference paperConference paper

14 Citations (Scopus)

Evaluation of Three Local Descriptors on Low Resolution Images for Robot Navigation

Huynh, D., Saini, A. & Liu, W., 2009, 2009 24th International Conference Image and Vision Computing New Zealand. Bailey, D. (ed.). New Zealand ed. New Zealand: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 113-118

Research output: Chapter in Book/Conference paperConference paper

18 Citations (Scopus)

Frequency Estimation of Musical Signals using STFT and Multitapers

Huynh, D., 2009, Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis. Zinterhof, P., Loncaric, S., Uhl, A. & Carini, A. (eds.). Salzburg, Austria ed. Austria: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 34-39

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Metrics for 3D Rotations: Comparison and Analysis

Huynh, D., 2009, In : Journal of Mathematical Imaging and Vision. 35, 2, p. 155-164

Research output: Contribution to journalArticle

249 Citations (Scopus)

Probabilistic Satellite Image Fusion

Flitti, F., Bennamoun, M., Huynh, D., Bermak, A. & Collet, C., 2009, Computer Analysis of Images and Patterns. Jiang, X. & Petkov, N. (eds.). Munster, Germany ed. Berlin Heidelberg, Germany: Springer, Vol. 5702. p. 410-418

Research output: Chapter in Book/Conference paperConference paper

2008

On-Belt Analysis of Minerals using Naturally Occurring Gamma Radiation

Moran, B., Huynh, D., Edwards, M., Harris, A., Wang, X. & La Scala, B., 2008, Proceedings 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing. Sayed, A. H. (ed.). Las Vegas, Nevada, U.S.A. ed. U.S.A: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 3669-3672

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)