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

    6009 Perth

    Australia

  • 820 Citations
  • 14 h-Index
1992 …2020
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Research Output 1992 2020

  • 820 Citations
  • 14 h-Index
  • 46 Conference paper
  • 19 Article
  • 3 Software
  • 1 Doctoral Thesis
Filter
Article
2020
1 Citation (Scopus)

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

Computer vision
Cameras
Experiments
Deep learning
2019
3 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

neural network
Students
Neural networks
student
learning

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

learning
student
educational setting
management
neural network
3 Citations (Scopus)

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

optical tracking
computer vision
classifiers
ridges
regression analysis
2018
1 Citation (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

Full width at half maximum
Imaging techniques
Equipment and Supplies
Radiotherapy
Radiosurgery
4 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

Detectors
Cameras
Color
Experiments
2 Citations (Scopus)
Finite automata
Computer vision
Experiments
2016
6 Citations (Scopus)
10 Downloads (Pure)

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

Learning algorithms
Logistics
Face recognition
Clustering algorithms
Railroad cars
24 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

57 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

Action Recognition
Principal Components
Eigenvalues and eigenfunctions
Histogram
Descriptors
2015
14 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
games
Jacks
energy expenditure
physical activity
Energy Metabolism
2014
8 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

transform
pixel
detection method
matrix
method
2013
21 Citations (Scopus)
10 Downloads (Pure)

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

Supervised learning
Gaussian distribution
Annealing
Experiments
11 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

Fusion reactions
2009
1 Citation (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

Gamma rays
Minerals
Detectors
Thorium
Bismuth
234 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

Metric
Rotation matrix
Invariant Metric
computer graphics
quaternions
2005
6 Citations (Scopus)

Scene Point Constraints in Camera Auto-calibration: an implementational perspective

Huynh, D. & Heyden, A., 2005, In : Image and Vision Computing Journal. 23, 8, p. 747-760

Research output: Contribution to journalArticle

Cameras
Calibration
Recovery
Factorization
2004

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

2001
24 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