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

    6009 Perth

    Australia

  • 860 Citations
  • 14 h-Index
1992 …2020

Research output per year

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Research Output

  • 860 Citations
  • 14 h-Index
  • 46 Conference paper
  • 19 Article
  • 3 Software
  • 1 Doctoral Thesis

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)

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

5 Citations (Scopus)

3D Pose Recovery of the Human Arm from a Single View

Deluca-Cardillo, D., Huynh, D. & Bennamoun, M., 2007, Proceedings of Image and Vision Computing New Zealand 2007. Cree, M. J. (ed.). Hamilton, New Zealand ed. New Zealand: Image and Vision Computing New Zealand, Vol. 1. p. 46-51

Research output: Chapter in Book/Conference paperConference paper

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

2 Citations (Scopus)

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)

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

21 Citations (Scopus)
10 Downloads (Pure)

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)

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

13 Citations (Scopus)

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

3 Citations (Scopus)

A Scheme for Combining Auto-Calibration and Scene Constraints

Huynh, D., Heyden, A. & Khan, S., 2002, Proceedings of the Fifth Asian Conference on Computer Vision. Suter, D. & Bab-Hadiashar, A. (eds.). Melbourne, Australia ed. Victoria 3145 Australia: Asian Federation of Computer Vision Societies (AFCV), Vol. 2. p. 436-441

Research output: Chapter in Book/Conference paperConference paper

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

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)

Auto-calibration via the Absolute Quadric and Scene Constraints

Heyden, A. & Huynh, D., 2002, Proceedings 16th International Conference on Pattern Recognition. Quebec, Canada ed. Los Alamitos, California, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 2. p. 631-634

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)

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

9 Citations (Scopus)

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)

CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database

Shen, J., Ngu, A. H. H., Shepherd, J., Huynh, D. & Sheng, Q. Z., 2003, Proceedings of the ACM SIGMOD International Conference on Management of Data. Halevy, A. Y., Ives, Z. G. & Doan, A. (eds.). San Diego, California ed. New York 10286-1405, USA: Association for Computing Machinery (ACM), Vol. N/A. p. 657

Research output: Chapter in Book/Conference paperConference paper

5 Citations (Scopus)

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)

Combining Multi-visual Features for Efficient Indexing in a Large Image Database

Ngu, A. H. H., Sheng, Q. Z., Huynh, D. & Lei, R., 2001, In : The International Journal on Very Large Data Bases. 9, 4, p. 279-293

Research output: Contribution to journalArticle

24 Citations (Scopus)

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)

Computerized Breast Measurement System

Huynh, D., Ge, Y., Owens, R. & Hartmann, P., 1992

Research output: Non-traditional research outputSoftware

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)

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)

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

13 Citations (Scopus)

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

25 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)

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)

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)

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)

Feature-based stereo vision on a mobile platform

Huynh, D., 1994, (Unpublished)

Research output: ThesisDoctoral Thesis

File
431 Downloads (Pure)

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)

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
1 Citation (Scopus)
21 Downloads (Pure)

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)

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

74 Citations (Scopus)

Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination

Huynh, D., Shen, J., Shepherd, J. & Ngu, A. H. H., 2004, In : Lecture Notes in Computer Science. 2973, p. 857-868

Research output: Contribution to journalArticle

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

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

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)

Low Cost Motion Capture

Budiman, R., Bennamoun, M. & Huynh, D., 2005, Proceedings of IVCNZ 05. McCane, B. (ed.). Dunedin N.Z. ed. Dunedin: I & VCNZ, Vol. 1. p. web

Research output: Chapter in Book/Conference paperConference paper

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

243 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)

Motion Guided Video Sequence Synchronization

Wedge, D., Huynh, D. & Kovesi, P., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 3852. Germany: Springer-Verlag London Ltd., Vol. II. p. 832-841

Research output: Chapter in Book/Conference paperConference paper

5 Citations (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

4 Citations (Scopus)

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

21 Citations (Scopus)

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)

Outlier Correction in Image Sequences for the Affine Camera

Huynh, D., Hartley, R. I. & Heyden, A., 2003, Proceedings of the 9th IEEE Conference on Computer Vision. Triggs, B. & Zisserman, A. (eds.). Nice, France ed. Los Alamitos, California: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 585-590

Research output: Chapter in Book/Conference paperConference paper

27 Citations (Scopus)

Outlier Detection in Video Sequences under Affine Projection

Heyden, A. & Huynh, D., 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001). Kauai, Hawaii ed. Los Alamitos, California, USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 695-701

Research output: Chapter in Book/Conference paperConference paper

21 Citations (Scopus)

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

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