Son Lam Phung

Orcid: 0000-0002-3076-0540

Affiliations:
  • University of Wollongong, School of Electrical, Computer and Telecommunications Engineering, Australia


According to our database1, Son Lam Phung authored at least 124 papers between 2001 and 2024.

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

Timeline

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Bibliography

2024
AdaptorNAS: A New Perturbation-Based Neural Architecture Search for Hyperspectral Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol., March, 2024

Multi-camera multi-object tracking on the move via single-stage global association approach.
Pattern Recognit., 2024

DAP: A dataset-agnostic predictor of neural network performance.
Neurocomputing, 2024

UOW-Vessel: A Benchmark Dataset of High-Resolution Optical Satellite Images for Vessel Detection and Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Bio-DETR: A Transformer-based Network for Pest and Seed Detection with Hyperspectral Images.
Proceedings of the International Joint Conference on Neural Networks, 2024

MSSP: A Multi-view Benchmark for Street Scene Perception in Assistive Navigation.
Proceedings of the International Joint Conference on Neural Networks, 2024

2023
MSD-NAS: multi-scale dense neural architecture search for real-time pedestrian lane detection.
Appl. Intell., November, 2023

CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation.
CoRR, 2023

TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection.
Proceedings of the IEEE International Conference on Image Processing, 2023

Bilateral Coarse-to-Fine Network for Point Cloud Completion.
Proceedings of the IEEE International Conference on Acoustics, 2023

Enhanced Experience Replay for Class Incremental Continual Learning.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022
Bayesian Gabor Network With Uncertainty Estimation for Pedestrian Lane Detection in Assistive Navigation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher.
Neurocomputing, 2022

An ensemble approach to deep-learning-based wireless indoor localization.
IET Wirel. Sens. Syst., 2022

Pedestrian Lane Detection for Assistive Navigation of Vision-Impaired People: Survey and Experimental Evaluation.
IEEE Access, 2022

An Improved Deep Learning Framework for MR-to-CT Image Synthesis with a New Hybrid Objective Function.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Energy-Harvesting Aided Unmanned Aerial Vehicles for Reliable Ground User Localization and Communications Under Lognormal-Nakagami-$m$ Fading Channels.
IEEE Trans. Veh. Technol., 2021

Performance Analysis of Uplink NOMA Systems With Hardware Impairments and Delay Constraints Over Composite Fading Channels.
IEEE Trans. Veh. Technol., 2021

Variational Bayesian Compressive Multipolarization Indoor Radar Imaging.
IEEE Trans. Geosci. Remote. Sens., 2021

Correcting Susceptibility Artifacts of MRI Sensors in Brain Scanning: A 3D Anatomy-Guided Deep Learning Approach.
Sensors, 2021

A part-based spatial and temporal aggregation method for dynamic scene recognition.
Neural Comput. Appl., 2021

A Trajectory-Based Method for Dynamic Scene Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2021

D-Net: A Generalised and Optimised Deep Network for Monocular Depth Estimation.
IEEE Access, 2021

BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Hybrid Deep Learning-Gaussian Process Network for Pedestrian Lane Detection in Unstructured Scenes.
IEEE Trans. Neural Networks Learn. Syst., 2020

Compressive Radar Imaging of Stationary Indoor Targets With Low-Rank Plus Jointly Sparse and Total Variation Regularizations.
IEEE Trans. Image Process., 2020

Unbalanced Hybrid AOA/RSSI Localization for Simplified Wireless Sensor Networks.
Sensors, 2020

Deep Gabor Neural Network for Automatic Detection of Mine-Like Objects in Sonar Imagery.
IEEE Access, 2020

Ordinal Depth Classification Using Region-based Self-attention.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Real-time Pedestrian Lane Detection for Assistive Navigation using Neural Architecture Search.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Infer The Input To The Generator Of Auxiliary Classifier Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Image Processing, 2020

A Variational Bayesian Approach for Multichannel Through-Wall Radar Imaging with Low-Rank and Sparse Priors.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
A Scalable Hierarchical Gaussian Process Classifier.
IEEE Trans. Signal Process., 2019

A Super Descriptor Tensor Decomposition for Dynamic Scene Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2019

Performance Evaluation of Non-GPS Based Localization Techniques under Shadowing Effects.
Sensors, 2019

Super-resolution Image Reconstruction Utilizing High-Precision Skin Color for Face Images.
Proceedings of the 9th IEEE International Conference on Consumer Electronics, 2019

Radar Stationary and Moving Indoor Target Localization with Low-rank and Sparse Regularizations.
Proceedings of the IEEE International Conference on Acoustics, 2019

Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018
Multipolarization Through-Wall Radar Imaging Using Low-Rank and Jointly-Sparse Representations.
IEEE Trans. Image Process., 2018

Stochastic variational hierarchical mixture of sparse Gaussian processes for regression.
Mach. Learn., 2018

Efficient cost aggregation for feature-vector-based wide-baseline stereo matching.
EURASIP J. Image Video Process., 2018

Human Gait Recognition with Micro-Doppler Radar and Deep Autoencoder.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Matrix Completion Approach for Wall-Clutter Mitigation in Compressive Radar Imaging of Indoor Targets.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Scalable Hierarchical Mixture of Gaussian Processes for Pattern Classification.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Human Motion Classification with Micro-Doppler Radar and Bayesian-Optimized Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Anatomy-Guided Inverse-Gradient Susceptibility Artifact Correction Method for High-Resolution FMRI.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Human Brain Tissue Segmentation in fMRI using Deep Long-Term Recurrent Convolutional Network.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Pooling-Based Feature Extraction and Coarse-to-fine Patch Matching for Optical Flow Estimation.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
A Sparse Bayesian Learning Approach for Through-Wall Radar Imaging of Stationary Targets.
IEEE Trans. Aerosp. Electron. Syst., 2017

Breast cancer diagnosis in DCE-MRI using mixture ensemble of convolutional neural networks.
Pattern Recognit., 2017

An efficient local method for stereo matching using daisy features.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Enhanced pixel-wise voting for image vanishing point detection in road scenes.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Human interaction recognition using low-rank matrix approximation and super descriptor tensor decomposition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
High-speed adaptive wireless body area networks.
EURASIP J. Wirel. Commun. Netw., 2016

Pedestrian lane detection in unstructured scenes for assistive navigation.
Comput. Vis. Image Underst., 2016

Visual descriptors for scene categorization: experimental evaluation.
Artif. Intell. Rev., 2016

Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Variational inference for infinite mixtures of sparse Gaussian processes through KL-correction.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Efficient Vanishing Point Estimation for Unstructured Road Scenes.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015
Invariant image recognition under projective deformations: An image normalization approach.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Depth image super-resolution using internal and external information.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multi-view indoor scene reconstruction from compressed through-wall radar measurements using a joint bayesian sparse representation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Video Classification Based on Spatial Gradient and Optical Flow Descriptors.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Violent Scene Detection Using a Super Descriptor Tensor Decomposition.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014
Signal Classification for Ground Penetrating Radar Using Sparse Kernel Feature Selection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Object segmentation and classification using 3-D range camera.
J. Vis. Commun. Image Represent., 2014

Affine-invariant scene categorization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery.
Proceedings of the IEEE International Conference on Acoustics, 2014

Pedestrian Lane Detection in Unstructured Environments for Assistive Navigation.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Crowd Behavior Recognition Using Dense Trajectories.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Lane Detection in Unstructured Environments for Autonomous Navigation Systems.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Probabilistic Fuzzy Image Fusion Approach for Radar Through Wall Sensing.
IEEE Trans. Image Process., 2013

Sparse Representation of GPR Traces With Application to Signal Classification.
IEEE Trans. Geosci. Remote. Sens., 2013

Two-Stage Fuzzy Fusion With Applications to Through-the-Wall Radar Imaging.
IEEE Geosci. Remote. Sens. Lett., 2013

Two-stage through-the-wall radar image formation using compressive sensing.
J. Electronic Imaging, 2013

Depth image super-resolution using multi-dictionary sparse representation.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Automatic classification of human motions using Doppler radar.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Pedestrian lane detection for assistive navigation of blind people.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Scene Segmentation and Pedestrian Classification from 3-D Range and Intensity Images.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Compressed sensing-based frequency selection for classification of ground penetrating radar signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Pedestrian Lane Detection for the Visually Impaired.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Adaptive Autoregressive Logarithmic Search for 3D Human Tracking.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011
Automatic Classification of Ground-Penetrating-Radar Signals for Railway-Ballast Assessment.
IEEE Trans. Geosci. Remote. Sens., 2011

Integrating the Projective Transform with Particle Filtering for Visual Tracking.
EURASIP J. Image Video Process., 2011

Optical flow estimation using sparse gradient representation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Adaptive regularization for multiple image restoration using an extended Total Variations approach.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Pedestrian sensing using time-of-flight range camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Smart Vision Sensor for Velocity Estimation using a Multi-resolution Architecture.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task.
Proceedings of the International Joint Conference on Neural Networks, 2010

Efficient SVM training with reduced weighted samples.
Proceedings of the International Joint Conference on Neural Networks, 2010

Improved Facial Expression Recognition with Trainable 2-D Filters and Support Vector Machines.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Wavelet based nonlocal-means super-resolution for video sequences.
Proceedings of the International Conference on Image Processing, 2010

Adaptive regularization for image restoration using a variational inequality approach.
Proceedings of the International Conference on Image Processing, 2010

A training algorithm for sparse LS-SVM using Compressive Sampling.
Proceedings of the IEEE International Conference on Acoustics, 2010

On the analysis of background subtraction techniques using Gaussian Mixture Models.
Proceedings of the IEEE International Conference on Acoustics, 2010

Fast digital optical flow estimation based on EMD.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Feature selection for facial expression recognition.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Markov random fields for abnormal behavior detection on highways.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Motion Estimation with Adaptive Regularization and Neighborhood Dependent Constraint.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Automatic Recognition of Smiling and Neutral Facial Expressions.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

A Compressive Sensing Approach to Image Restoration.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Multi-resolution Mean-Shift Algorithm for Vector Quantization.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

A particle swarm optimization algorithm based on orthogonal design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Neural Network pruning approach based on Compressive Sampling.
Proceedings of the International Joint Conference on Neural Networks, 2009

Vehicle Tracking Using Projective Particle Filter.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

A New Approach to Sparse Image Representation Using MMV and K-SVD.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009

2008
Vehicle Tracking by non-Drifting Mean-shift using Projective Kalman Filter.
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008

Efficient supervised learning with reduced training exemplars.
Proceedings of the International Joint Conference on Neural Networks, 2008

A supervised learning approach for imbalanced data sets.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
A Pyramidal Neural Network For Visual Pattern Recognition.
IEEE Trans. Neural Networks, 2007

Automatic Image Annotation for Semantic Image Retrieval.
Proceedings of the Advances in Visual Information Systems, 9th International Conference, 2007

Detecting People in Images: An Edge Density Approach.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Gender Classification Using a New Pyramidal Neural Network.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005
Skin Segmentation Using Color Pixel Classification: Analysis and Comparison.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

A neural network with localized receptive fields for visual pattern classification.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

2004
Naive bayes face/nonface classifier: a study of preprocessing and feature extraction techniques.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Skin segmentation using color and edge information.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

A Bayesian skin/non-skin color classifier using non-parametric density estimation.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Adaptive skin segmentation in color images.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
A novel skin color model in YCbCr color space and its application to human face detection.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Skin color detection for face localization in human-machine communications.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001


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