Du Huynh

Search results

• 2024

  Are Graph Embeddings the Panacea?

  Sun, Q., Huynh, D. Q., Reynolds, M. & Liu, W., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D-N., Xie, X., Tseng, V. S., Pei, J., Huang, J-W. & Lin, J. C-W. (eds.). Springer Science + Business Media, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14646 LNAI).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Graph Representation Learning 100%
  • Embedding Algorithm 66%
  • Classification Problem 66%
  • Random Decision Forest 33%
  • Characteristic Network 33%
• 2022

  Graph Embeddings for Non-IID Data Feature Representation Learning

  Sun, Q., Liu, W., Huynh, D. & Reynolds, M., 2022, Data Mining - 20th Australasian Conference, AusDM 2022, Proceedings. Park, L. A. F., Simoff, S., Gomes, H. M., Doborjeh, M., Boo, Y. L., Koh, Y. S., Zhao, Y. & Williams, G. (eds.). Springer Science + Business Media, p. 43-57 15 p. (Communications in Computer and Information Science; vol. 1741 CCIS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Random Decision Forest 100%
  • Representation Learning 100%
  • Support Vector Machine 100%
  • Classification Task 100%
  • Machine Learning Algorithm 50%
• 2021

  A Vision-Based Pipeline for Vehicle Counting, Speed Estimation, and Classification

  Liu, C., Huynh, D., Sun, C., Reynolds, M. & Atkinson, S., 1 Dec 2021, In: IEEE Transactions on Intelligent Transportation Systems. 22, 12, p. 7547-7560 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Vision Systems 100%
  • Traffic Analysis 100%
  • Object Detector 100%
  • Network Operation 100%
  • Data Generation 100%
  42 Citations (Scopus)

• Hashtag Recommendation Methods for Twitter and Sina Weibo: A Review

  Datta, A., Huynh, D. & Alsini, A., 25 May 2021, In: Future Internet. 13, 5, 19 p., 129.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Research Paper 100%
  • Systematic Review 100%
  • Critical Review 100%
  • Research Direction 50%
  • Social Medium Platform 50%
  9 Citations (Scopus)

• PoPPL: Pedestrian Trajectory Prediction by LSTM With Automatic Route Class Clustering

  Xue, H., Huynh, D. & Reynolds, M., Jan 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 1, p. 77-90 14 p., 9031707.

  Research output: Contribution to journal › Article › peer-review

  • Long Short-Term Memory Network 100%
  • Prediction Accuracy 16%
  • Output Probability 16%
  • Public Data Set 16%
  • Bidirectional Long Short-Term Memory Network 16%
  45 Citations (Scopus)
• 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 14 p., 8753686.

  Research output: Contribution to journal › Article › peer-review

  • Recognition Algorithm 100%
  • Action Recognition 100%
  • Deep Learning Method 33%
  • Representation Learning 33%
  • human action recognition 33%
  203 Citations (Scopus)

• A Location-Velocity-Temporal Attention LSTM Model for Pedestrian Trajectory Prediction

  Xue, H., Huynh, D. & Reynolds, M., 2020, In: IEEE Access. 8, p. 44576-44589 14 p., 9020049.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Lstm 100%
  • Long Short-Term Memory Network 50%
  • Attention (Machine Learning) 50%
  • Central Station 50%
  • Generalizability 50%
  30 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., 1 Apr 2020, In: Journal of Computing in Higher Education. 32, 1, p. 9-26 18 p.

  Research output: Contribution to journal › Article › peer-review

  • Learning Framework 100%
  • Supervised Learning 100%
  • Prediction Model 100%
  • Dropouts 100%
  • Massive Open Online Course 100%
  37 Citations (Scopus)

• Maximum Entropy Reinforced Single Object Visual Tracking

  Liu, C., Huynh, D. & Reynolds, M., 24 Aug 2020, ECAI 2020: 24th European Conference on Artificial Intelligence 29 August–8 September 2020, Santiago de Compostela, SpainIncluding10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) Proceedings. De Giacomo, G., Catala, A., Dilkina, B., Milano, M., Barro, S., Bugarin, A. & Lang, J. (eds.). Netherlands: IOS Press, p. 2744-2751 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 325).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Maximum Entropy 100%
  • Optical Tracking 100%
  • Art Performance 33%
  • Reinforcement Learning 33%
  • Tracking Algorithm 33%
  1 Citation (Scopus)

• On Utilizing Communities Detected From Social Networks in Hashtag Recommendation

  Alsini, A., Datta, A. & Huynh, D., Aug 2020, In: IEEE Transactions on Computational Social Systems. 7, 4, p. 971-982 12 p., 9086880.

  Research output: Contribution to journal › Article › peer-review

  • Social Network 100%
  • Large Data Set 50%
  • Community Detection 50%
  • Hit Rate 50%
  • Detection Algorithm 50%
  14 Citations (Scopus)

• Study of Accurate and Fast Estimation Method of Vehicle Length Based on YOLOs

  Liu, Y., Reynolds, M., Huynh, D. & Hassan, G. M., 22 Mar 2020, Proceedings of 2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS). Huang, X. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 118-121 4 p. 9194930. (IEEE International Conference on Artificial Intelligence and Information Systems, ICAIIS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Convolutional Neural Network 100%
  • Estimation Method 100%
  • Smart City 100%
  • Neural Network 100%
  • Neural Network Model 50%
  2 Citations (Scopus)

• Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories

  Xue, H., Huynh, D. Q. & Reynolds, M., 2020, Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. Yang, H., Pasupa, K., Leung, A. C-S., Kwok, J. T., Chan, J. H. & King, I. (eds.). Springer Science + Business Media, p. 544-556 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12532 LNCS).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Prediction Performance 100%
  • Coder 100%
  2 Citations (Scopus)

• Toward Occlusion Handling in Visual Tracking via Probabilistic Finite State Machines

  Liu, C., Huynh, D. Q. & Reynolds, M., Apr 2020, In: IEEE Transactions on Cybernetics. 50, 4, p. 1726-1738 13 p., 8584488.

  Research output: Contribution to journal › Article › peer-review

  • Finite-State Machine 100%
  • Optical Tracking 100%
  • Handle Occlusion 33%
  • State Transition 33%
  • Output Response 33%
  11 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., 17 Jun 2019, In: IEEE Transactions on Learning Technologies. 12, 2, p. 171-183 13 p., 8691622.

  Research output: Contribution to journal › Article › peer-review

  • Neural Network 100%
  • Learning Management System 66%
  • Research Effort 33%
  • Prediction Accuracy 33%
  • Contextual Information 33%
  44 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., Li, C-T., Koh, Y. S., Islam, Z., Warwick, G., Stirling, D. & Islam, R. (eds.). Springer-Verlag Berlin, p. 216-227 12 p. (Communications in Computer and Information Science; vol. 996).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Community Detection 100%
  • Detection Algorithm 100%
  • Social Network 100%
  • Research Community 50%
  • Hierarchical Level 50%
  8 Citations (Scopus)

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

  Wang, L., Koniusz, P. & Huynh, D., Oct 2019, Proceedings of the 2019 International Conference on Computer Vision. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 8697-8707 11 p. 9008573. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Action Recognition 100%
  • Convolutional Neural Network 100%
  • Video Representation 25%
  • Preprocessing 25%
  • Feature Map 25%
  78 Citations (Scopus)

  21 Downloads (Pure)

• 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 paper › Conference paper › peer-review

  • Long Short-Term Memory Network 100%
  • And-States 33%
  • Prediction Model 33%
  • Contextual Information 33%
  • Video Surveillance 33%
  25 Citations (Scopus)

• Loss Switching Fusion with Similarity Search for Video Classification

  Wang, L., Huynh, D. Q. & Mansour, M. R., Sept 2019, 2019 IEEE International Conference on Image Processing (ICIP). Taiwan: IEEE, Institute of Electrical and Electronics Engineers, p. 974-978 5 p. 8803051

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  Open Access

  • Similarity Search 100%
  • Evaluation Result 50%
  • Human Motions 50%
  • Scene Understanding 50%
  • Private Industry 50%
  19 Citations (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 paper › Conference paper › peer-review

  • Stereo Matching 100%
  • Tracking Method 100%
  • Temporal Feature 100%
  • Autonomous Vehicles 100%
  • Autonomous Driving 100%
  2 Citations (Scopus)

• 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 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11671 LNAI).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Motion Information 100%
  • World Application 100%
  • Attention (Machine Learning) 100%
  • Experimental Result 100%
  • Social Information 100%
  5 Citations (Scopus)

• Quantum algorithm for visual tracking

  Yu, C. H., Gao, F., Liu, C., Huynh, D., Reynolds, M. & Wang, J., 1 Feb 2019, In: Physical Review A (Atomic, Molecular and Optical Physics). 99, 2, 022301.

  Research output: Contribution to journal › Article › peer-review

  • Quantum Algorithm 100%
  • Optical Tracking 100%
  • Training Phase 50%
  • Ridge Regression 50%
  • Computer Vision 50%
  47 Citations (Scopus)

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

  Liu, C., Huynh, D. & Reynolds, M., Jul 2019, International Joint Conference on Neural Networks (IJCNN). Budapest: IEEE, Institute of Electrical and Electronics Engineers, 8 p. 8852350. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Reidentification 100%
  • Feature Fusion 100%
  • Global Feature 33%
  • Discriminative Feature 33%
  • Travel Pattern 33%
  13 Citations (Scopus)
• 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 paper › Conference paper › peer-review

• 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 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Collimator 100%
  • Radiotherapy 28%
  • Field Condition 14%
  • Arbitrary Shape 14%
  • Size Range 14%
  1 Citation (Scopus)

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

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

  Research output: Contribution to journal › Article › peer-review

  • Tracking Method 100%
  • data association 50%
  • Sliding Window 25%
  • Video Database 25%
  • Occlusion Problem 25%
  31 Citations (Scopus)

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

  Xue, H., Huynh, D. & Reynolds, M., 3 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 paper › Conference paper › peer-review

  • Long Short-Term Memory Network 100%
  • Lstm 100%
  • Prediction Accuracy 16%
  • Deep Learning Method 16%
  • Baseline Method 16%
  345 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 paper › Conference paper › peer-review

  • Bidirectional Long Short-Term Memory Network 100%
  • Tracking System 50%
  • Social Robot 50%
  • Intended Destination 50%
  • Classification Stage 50%
  32 Citations (Web of Science)

• 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. Peng, W-C., Zhang, W. E., Cong, G., Sun, A. & Li, C. (eds.). Cham: Springer, p. 119-131 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10604 LNAI).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Community Detection 100%
  • Textual Information 100%
  • Experimental Result 100%
  • Detection Algorithm 100%
  • Influencing Factor 100%
  6 Citations (Scopus)

• Learning Variance Kernelized Correlation Filters for Robust Visual Object Tracking

  Liu, C., Huynh, D. & Reynolds, M., 19 Dec 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Guo, Y., Murshed, M., Wang, Z., Feng, D. D., Li, H., Cai, W. T. & Gao, J. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. (DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications; vol. 2017-December).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Tracking Object 100%
  • Kernel Function 100%
  • Tracking Method 100%
  • Tracking Algorithm 100%
  • Computer Vision 100%
  1 Citation (Scopus)

• Part-based data association for visual tracking

  Jiang, Z., Huynh, D. Q., Zhang, J. & Wu, Q., 19 Dec 2017, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA). Guo, Y., Murshed, M., Wang, Z., Feng, D. D., Li, H., Cai, W. T. & Gao, J. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. (DICTA 2017 - 2017 International Conference on Digital Image Computing: Techniques and Applications; vol. 2017-December).

  Research output: Chapter in Book/Conference paper › Conference paper › peer-review

  • Video Sequences 100%
  • Tracking Method 100%
  • data association 100%
  • Appearance Model 100%
  • Optical Tracking 100%
  1 Citation (Scopus)
• 2016

  Constrained metric learning by permutation inducing isometries

  Bosveld, J., Mahmood, A., Huynh, D. & Noakes, L., Jan 2016, In: IEEE Transactions on Image Processing. 25, 1, p. 92-103 12 p., 7331653.

  Research output: Contribution to journal › Article › peer-review

  • Learning Algorithm 100%
  • Feature Space 33%
  • Clustering Result 33%
  • Face Recognition 33%
  • classification result 33%
  6 Citations (Scopus)

  10 Downloads (Pure)

• Discriminative human action classification using locality-constrained linear coding

  Rahmani, H., Huynh, D., Mahmood, A. & Mian, A., 1 Mar 2016, In: Pattern Recognition Letters. 72, p. 62-71 10 p.

  Research output: Contribution to journal › Article › peer-review
  37 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 journal › Article › peer-review

  • Action Recognition 100%
  • Principal Components 100%
  • 3D Action Recognition 20%
  • human action recognition 20%
  • Local Histogram 20%
  157 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 journal › Article › peer-review

  Open Access

  • Motion Capture 100%
  • Energy Engineering 100%
  • Analysis System 50%
  • Contributing Factor 50%
  • Active Video Game 50%
  24 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 paper › Conference paper › peer-review

  • Video Sequences 100%
  • Classification Action 100%
  • histogram of oriented gradient 100%
  • Experimental Result 100%
  • Logistic Regression 100%
  21 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 paper › Conference paper › peer-review

  • Action Recognition 100%
  • Principal Components 100%
  • 3D Action Recognition 33%
  • Experimental Result 33%
  • Detection Algorithm 33%
  144 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 paper › Conference paper › peer-review

  • Random Decision Forest 100%
  • Action Recognition 100%
  • Joint Position 100%
  • Real-Time Action 100%
  • local feature 50%
  105 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 journal › Article › peer-review

  • Optimal Threshold 100%
  • Change Detection Method 100%
  • Covariance Matrix 100%
  • Detection Method 100%
  • Change Detection 100%
  11 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 paper › Conference paper › peer-review
  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 journal › Article › peer-review

  • Thesauri 100%
  • Learning Method 100%
  • Learning Process 100%
  • Particle Filter 100%
  • Gaussians 100%
  29 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 paper › Conference paper › peer-review
  8 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 journal › Article › peer-review

  • Pose Estimation 100%
  • Feature Individual 33%
  • Learning Framework 16%
  • Combination Method 16%
  • shape descriptor 16%
  16 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 paper › Conference paper › peer-review
  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 paper › Conference paper › peer-review

• 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 paper › Conference paper › peer-review

  5 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 paper › Conference paper › peer-review
  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 paper › Conference paper › peer-review

• 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 paper › Conference paper › peer-review

  • Pose Estimation 100%
  • Search Space 50%
  • Computer Vision Task 50%
  • Bottom-Up Approach 50%
  1 Citation (Scopus)
• 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 paper › Conference paper › peer-review

• 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 paper › Conference paper › peer-review

  23 Citations (Scopus)