Du Q. Huynh

Orcid: 0000-0003-3080-9655

Affiliations:
  • University of Western Australia, Perth, Australia


According to our database1, Du Q. Huynh authored at least 76 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Non-hemolytic peptide classification using a quantum support vector machine.
Quantum Inf. Process., November, 2024

Are Graph Embeddings the Panacea? - An Empirical Survey from the Data Fitness Perspective.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

2023
UWA 3D Multiview Activity II Dataset.
Dataset, March, 2023

#REVAL: a semantic evaluation framework for hashtag recommendation.
CoRR, 2023

2022
Graph Embeddings for Non-IID Data Feature Representation Learning.
Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

2021
PoPPL: Pedestrian Trajectory Prediction by LSTM With Automatic Route Class Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2021

A Vision-Based Pipeline for Vehicle Counting, Speed Estimation, and Classification.
IEEE Trans. Intell. Transp. Syst., 2021

Hashtag Recommendation Methods for Twitter and Sina Weibo: A Review.
Future Internet, 2021

2020
A Comparative Review of Recent Kinect-Based Action Recognition Algorithms.
IEEE Trans. Image Process., 2020

Toward Occlusion Handling in Visual Tracking via Probabilistic Finite State Machines.
IEEE Trans. Cybern., 2020

On Utilizing Communities Detected From Social Networks in Hashtag Recommendation.
IEEE Trans. Comput. Soc. Syst., 2020

A supervised learning framework: using assessment to identify students at risk of dropping out of a MOOC.
J. Comput. High. Educ., 2020

Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints.
CoRR, 2020

Hit ratio: An Evaluation Metric for Hashtag Recommendation.
CoRR, 2020

A Location-Velocity-Temporal Attention LSTM Model for Pedestrian Trajectory Prediction.
IEEE Access, 2020

Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Maximum Entropy Reinforced Single Object Visual Tracking.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019
A Quest for a One-Size-Fits-All Neural Network: Early Prediction of Students at Risk in Online Courses.
IEEE Trans. Learn. Technol., 2019

Hallucinating Bag-of-Words and Fisher Vector IDT terms for CNN-based Action Recognition.
CoRR, 2019

Location-Velocity Attention for Pedestrian Trajectory Prediction.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Pedestrian Tracking and Stereo Matching of Tracklets for Autonomous Vehicles.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Pedestrian Trajectory Prediction Using a Social Pyramid.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Urban Area Vehicle Re-Identification With Self-Attention Stair Feature Fusion and Temporal Bayesian Re-Ranking.
Proceedings of the International Joint Conference on Neural Networks, 2019

Loss Switching Fusion with Similarity Search for Video Classification.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Multiple Pedestrian Tracking From Monocular Videos in an Interacting Multiple Model Framework.
IEEE Trans. Image Process., 2018

SS-LSTM: A Hierarchical LSTM Model for Pedestrian Trajectory Prediction.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

A supervised learning framework for learning management systems.
Proceedings of the First International Conference on Data Science, 2018

Community Aware Personalized Hashtag Recommendation in Social Networks.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

2017
Bi-Prediction: Pedestrian Trajectory Prediction Based on Bidirectional LSTM Classification.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Learning Variance Kernelized Correlation Filters for Robust Visual Object Tracking.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Part-Based Data Association for Visual Tracking.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Empirical Analysis of Factors Influencing Twitter Hashtag Recommendation on Detected Communities.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016
Constrained Metric Learning by Permutation Inducing Isometries.
IEEE Trans. Image Process., 2016

Discriminative human action classification using locality-constrained linear coding.
Pattern Recognit. Lett., 2016

Histogram of Oriented Principal Components for Cross-View Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

2014
Real time action recognition using histograms of depth gradients and random decision forests.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Action Classification with Locality-Constrained Linear Coding.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

HOPC: Histogram of Oriented Principal Components of 3D Pointclouds for Action Recognition.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video.
IEEE Trans. Image Process., 2013

Discriminative fusion of shape and appearance features for human pose estimation.
Pattern Recognit., 2013

Combining background subtraction and temporal persistency in pedestrian detection from static videos.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Boosted Particle Swarm Optimization of Gabor Filter Feature Vector.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011
Supervised particle filter for tracking 2D human pose in monocular video.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Tracking pedestrians using smoothed colour histograms in an interacting multiple model framework.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Probabilistic human pose recovery from 2D images.
Proceedings of the International Conference on Image Processing, 2010

Multiple Pedestrian Tracking Using Colour and Motion Models.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Localized fusion of Shape and Appearance features for 3D Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2010

2009
Metrics for 3D Rotations: Comparison and Analysis.
J. Math. Imaging Vis., 2009

An EM approach to mineral analysis using natural gamma rays.
Digit. Signal Process., 2009

3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images.
Proceedings of the DICTA 2009, 2009

Probabilistic Satellite Image Fusion.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
Recursive structure and motion estimation from noisy uncalibrated video sequences.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

On-belt analysis of minerals using naturally occurring gamma radiation.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Using Space-Time Interest Points for Video Sequence Synchronization.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 2007

2006
Motion Guided Video Sequence Synchronization.
Proceedings of the Computer Vision, 2006

2005
Scene point constraints in camera auto-calibration: an implementational perspective.
Image Vis. Comput., 2005

Trajectory Based Video Sequence Synchronization.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

2004
Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination.
Proceedings of the Database Systems for Advances Applications, 2004

2003
CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Outlier Correction in Image Sequences for the Affine Camera.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
Auto-Calibration via the Absolute Quadric and Scene Constraints.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Robust factorization for the affine camera: Analysis and comparison.
Proceedings of the Seventh International Conference on Control, 2002

2001
Combining multi-visual features for efficient indexing in a large image database.
VLDB J., 2001

Outlier Detection in Video Sequences under Affine Projection.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Semi-Automatic Metric Reconstruction of Buildings from Self-Calibration: Preliminary Results on the Evaluation of a Linear Camera Self-Calibration Method.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

The Cross Ratio: A Revisit to its Probability Density Function.
Proceedings of the British Machine Vision Conference 2000, 2000

1999
Calibrating a Structured Light Stripe System: A Novel Approach.
Int. J. Comput. Vis., 1999

Affine Reconstruction from Monocular Vision in the Presence of a Symmetry Plane.
Proceedings of the International Conference on Computer Vision, 1999

1998
Towards robust metric reconstruction via a dynamic uncalibrated stereo head.
Image Vis. Comput., 1998

Euclidean reconstruction from an image triplet: a sensitivity analysis.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Self-calibrating a Stereo Head: An Error Analysis in the Neighbourhood of Degenerate Configurations.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

1997
Calibration of a Structured Light System: A Projective Approach.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Direct Methods for Self-Calibration of a Moving Stereo Head.
Proceedings of the Computer Vision, 1996

1994
Line labelling and region segmentation in stereo image pairs.
Image Vis. Comput., 1994


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