S. L. Phung

发表

Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data

C. H. Ritz, S. L. Phung, T. N. A. Nguyen, 2019, 2019 Digital Image Computing: Techniques and Applications (DICTA).

A two-stage image fusion method for enhanced through-the-wall radar target detection

M. G. Amin, A. Bouzerdoum, S. L. Phung, 2011, 2011 IEEE RadarCon (RADAR).

A low-rank and jointly-sparse approach for multipolarization through-wall radar imaging

Van Ha Tang, A. Bouzerdoum, S. L. Phung, 2017, 2017 IEEE Radar Conference (RadarConf).

Automatic parameter selection for feature-enhanced radar image restoration

M. Amin, A. Bouzerdoum, S. L. Phung, 2010, 2010 IEEE Radar Conference.

Susceptibility artifact correction for sub-millimeter fMRI using inverse phase encoding registration and T1 weighted regularization

S. L. Phung, A. Bouzerdoum, S. T. M. Duong, 2020, Journal of Neuroscience Methods.

Indoor scene reconstruction for through-the-wall radar imaging using low-rank and sparsity constraints

Van Ha Tang, A. Bouzerdoum, S. L. Phung, 2016, 2016 IEEE Radar Conference (RadarConf).

Probabilistic Fuzzy Image Fusion Approach for Radar Through Wall Sensing

Abdesselam Bouzerdoum, Son Lam Phung, Moeness G. Amin, 2013, IEEE Transactions on Image Processing.

A novel skin color model in YCbCr color space and its application to human face detection

S. L. Phung, A. Bouzerdoum, D. Chai, 2002, Proceedings. International Conference on Image Processing.

Adaptive skin segmentation in color images

S. L. Phung, A. Bouzerdoum, D. Chai, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

Automatic Classification of Ground-Penetrating-Radar Signals for Railway-Ballast Assessment

Abdesselam Bouzerdoum, Son Lam Phung, Buddhima Indraratna, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Signal Classification for Ground Penetrating Radar Using Sparse Kernel Feature Selection

Abdesselam Bouzerdoum, Son Lam Phung, Wenbin Shao, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Real-time Pedestrian Lane Detection for Assistive Navigation using Neural Architecture Search

Abdesselam Bouzerdoum, Son Lam Phung, Soan Thi Minh Duong, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Face localization based on color and shape information in a neural network approach

Abdesselam Bouzerdoum, Son Lam Phung, Douglas Chai, 2001 .

Energy-Harvesting Aided Unmanned Aerial Vehicles for Reliable Ground User Localization and Communications Under Lognormal-Nakagami-$m$ Fading Channels

Xiaojing Huang, Eryk Dutkiewicz, Abdesselam Bouzerdoum, 2021, IEEE Transactions on Vehicular Technology.

A Distribution-based Face/Non-Face Classifier using Gaussian Mixtures

Abdesselam Bouzerdoum, Son Lam Phung, Douglas Chai, 2002 .

S. L. Phung, A. Bouzerdoum, The-Anh Ta, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Multi-Camera Multi-Object Tracking on the Move via Single-Stage Global Association Approach

Kha Gia Quach, S. L. Phung, Ngan T. H. Le, 2022, Pattern Recognit..

Pedestrian Lane Detection for Assistive Navigation of Vision-Impaired People: Survey and Experimental Evaluation

S. L. Phung, Khoa Luu, A. Bouzerdoum, 2022, IEEE Access.

An ensemble approach to deep-learning-based wireless indoor localization

Anh Tuyen Le, S. L. Phung, L. C. Tran, 2022, IET Wirel. Sens. Syst..

Wavelet based nonlocal-means super-resolution for video sequences

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2010, 2010 IEEE International Conference on Image Processing.

A Pyramidal Neural Network For Visual Pattern Recognition

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2007, IEEE Transactions on Neural Networks.

Deep Gabor Neural Network for Automatic Detection of Mine-Like Objects in Sonar Imagery

Le Chung Tran, Son Lam Phung, Abdesselam Bouzerdoum, 2020, IEEE Access.

Skin segmentation using color pixel classification: analysis and comparison

Abdesselam Bouzerdoum, Son Lam Phung, Douglas Chai, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Performance Evaluation of Non-GPS Based Localization Techniques under Shadowing Effects

Le Chung Tran, Son Lam Phung, Johan Barthelemy, 2019, Sensors.

Compressive Radar Imaging of Stationary Indoor Targets With Low-Rank Plus Jointly Sparse and Total Variation Regularizations

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2020, IEEE Transactions on Image Processing.

Adaptive hierarchical architecture for visual recognition.

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2010, Applied optics.

Gender Classification Using a New Pyramidal Neural Network

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2006, ICONIP.

Super-resolution Image Reconstruction Utilizing High-Precision Skin Color for Face Images

Tomio Goto, Son Lam Phung, Keigo Kano, 2019, 2019 IEEE 9th International Conference on Consumer Electronics (ICCE-Berlin).

Improvement of face image super-resolution by high-precision skin color detection

Tomio Goto, Satoshi Hirano, Son Lam Phung, 2019, Other Conferences.

A study on moving image noise removal using 3D and time-domain total variation regularization method

Tomio Goto, Satoshi Hirano, Son Lam Phung, 2019, Other Conferences.

Breast cancer diagnosis in DCE-MRI using mixture ensemble of convolutional neural networks

Mohammad Teshnehlab, Son Lam Phung, Reza Rasti, 2017, Pattern Recognit..

Learning Pattern Classification Tasks with Imbalanced Data Sets

Son Lam Phung, Abdesselam Bouzerdoum, Giang Hoang Nguyen, 2009 .

Hybrid Deep Learning-Gaussian Process Network for Pedestrian Lane Detection in Unstructured Scenes

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Pedestrian lane detection in unstructured scenes for assistive navigation

Abdesselam Bouzerdoum, Son Lam Phung, Manh Cuong Le, 2016, Comput. Vis. Image Underst..

Efficient supervised learning with reduced training exemplars

Abdesselam Bouzerdoum, Son Lam Phung, Giang Hoang Nguyen, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Object segmentation and classification using 3-D range camera

Abdesselam Bouzerdoum, Son Lam Phung, Xue Wei, 2014, J. Vis. Commun. Image Represent..

Performance Analysis of Uplink NOMA Systems With Hardware Impairments and Delay Constraints Over Composite Fading Channels

Xiaojing Huang, Eryk Dutkiewicz, Abdesselam Bouzerdoum, 2021, IEEE Transactions on Vehicular Technology.

Automatic Image Annotation for Semantic Image Retrieval

Son Lam Phung, Golshah Naghdy, Wenbin Shao, 2007, VISUAL.

Local estimation of displacement density for abnormal behavior detection

A. Beghdadi, A. Bouzerdoum, S. L. Phung, 2008, 2008 IEEE Workshop on Machine Learning for Signal Processing.

A universal and robust human skin color model using neural networks

Abdesselam Bouzerdoum, Son Lam Phung, Douglas Chai, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Crowd Behavior Recognition Using Dense Trajectories

Abdesselam Bouzerdoum, Son Lam Phung, Muhammad Rizwan Khokher, 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

Automatic Annotation of Digital Images using Colour Structure and Edge Direction

Son Lam Phung, Wenbin Shao, G. Naghdy, 2007, 2007 IEEE International Conference on Signal Processing and Communications.

A Scalable Hierarchical Gaussian Process Classifier

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2019, IEEE Transactions on Signal Processing.

A supervised learning approach for imbalanced data sets

Abdesselam Bouzerdoum, Son Lam Phung, Giang Hoang Nguyen, 2008, 2008 19th International Conference on Pattern Recognition.

BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation pdf

Chase Rainwater, Son Lam Phung, Thanh-Dat Truong, 2021, IEEE International Conference on Computer Vision.

CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation

S. L. Phung, C. Duong, Khoa Luu, 2023, ArXiv.

DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition

S. L. Phung, C. Duong, Khoa Luu, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Sparse Representation of GPR Traces With Application to Signal Classification

Abdesselam Bouzerdoum, Son Lam Phung, Wenbin Shao, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Pooling-Based Feature Extraction and Coarse-to-fine Patch Matching for Optical Flow Estimation

Abdesselam Bouzerdoum, Son Lam Phung, Xiaolin Tang, 2018, ACCV.

Pedestrian sensing using time-of-flight range camera

Abdesselam Bouzerdoum, Son Lam Phung, Xue Wei, 2011, CVPR 2011 WORKSHOPS.

Human Brain Tissue Segmentation in fMRI using Deep Long-Term Recurrent Convolutional Network

Abdesselam Bouzerdoum, Son Lam Phung, Soan Thi Minh Duong, 2018, 2018 Digital Image Computing: Techniques and Applications (DICTA).

Markov random fields for abnormal behavior detection on highways

Azeddine Beghdadi, Abdesselam Bouzerdoum, Son Lam Phung, 2010, 2010 2nd European Workshop on Visual Information Processing (EUVIP).

A Neural Network pruning approach based on Compressive Sampling

Abdesselam Bouzerdoum, Son Lam Phung, Jie Yang, 2009, 2009 International Joint Conference on Neural Networks.

Automatic Recognition of Smiling and Neutral Facial Expressions

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2010, 2010 International Conference on Digital Image Computing: Techniques and Applications.

Improved Facial Expression Recognition with Trainable 2-D Filters and Support Vector Machines

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2010, 2010 20th International Conference on Pattern Recognition.

Feature selection for facial expression recognition

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2010, 2010 2nd European Workshop on Visual Information Processing (EUVIP).

On the Classification of Imbalanced Datasets

H. S. Sheshadri, Kok Wai Wong, C. Lee Giles, 2012 .

Efficient SVM training with reduced weighted samples

Abdesselam Bouzerdoum, Son Lam Phung, Giang Hoang Nguyen, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Variational Bayesian Compressive Multipolarization Indoor Radar Imaging

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2021, IEEE Transactions on Geoscience and Remote Sensing.

A Variational Bayesian Approach for Multichannel Through-Wall Radar Imaging with Low-Rank and Sparse Priors

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Radar Stationary and Moving Indoor Target Localization with Low-rank and Sparse Regularizations

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Matrix Completion Approach for Wall-Clutter Mitigation in Compressive Radar Imaging of Indoor Targets

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multipolarization Through-Wall Radar Imaging Using Low-Rank and Jointly-Sparse Representations

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2018, IEEE Transactions on Image Processing.

Wall clutter mitigation for radar imaging of indoor targets: A matrix completion approach

Abdesselam Bouzerdoum, Son Lam Phung, Van Ha Tang, 2017, 2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES).

A Sparse Bayesian Learning Approach for Through-Wall Radar Imaging of Stationary Targets

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2017, IEEE Transactions on Aerospace and Electronic Systems.

Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-view TWRI scene reconstruction using a joint Bayesian sparse approximation model

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2015, Sensing Technologies + Applications.

Multi-view indoor scene reconstruction from compressed through-wall radar measurements using a joint bayesian sparse representation

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Enhanced through-the-wall radar imaging using Bayesian compressive sensing

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2013, Defense, Security, and Sensing.

Adaptive skin segmentation in color images

Abdesselam Bouzerdoum, Son Lam Phung, Douglas Chai, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Skin segmentation using color and edge information

Abdesselam Bouzerdoum, Son Lam Phung, Douglas Chai, 2003, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings..

Automatic classification of GPR signals

B Indraratna, S. L. Phung, W Shao, 2010, Proceedings of the XIII Internarional Conference on Ground Penetrating Radar.

Human Motion Classification with Micro-Doppler Radar and Bayesian-Optimized Convolutional Neural Networks

Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher

S. L. Phung, Khoa Luu, A. Bouzerdoum, 2022, Neurocomputing.

Human Gait Recognition with Micro-Doppler Radar and Deep Autoencoder

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

A Super Descriptor Tensor Decomposition for Dynamic Scene Recognition

Abdesselam Bouzerdoum, Son Lam Phung, Muhammad Rizwan Khokher, 2019, IEEE Transactions on Circuits and Systems for Video Technology.

Human interaction recognition using low-rank matrix approximation and super descriptor tensor decomposition

Abdesselam Bouzerdoum, Son Lam Phung, Muhammad Rizwan Khokher, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Visual descriptors for scene categorization: experimental evaluation

Abdesselam Bouzerdoum, Son Lam Phung, Xue Wei, 2016, Artificial Intelligence Review.

On the analysis of background subtraction techniques using Gaussian Mixture Models

Azeddine Beghdadi, Abdesselam Bouzerdoum, Son Lam Phung, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Vehicle Tracking by non-Drifting Mean-shift using Projective Kalman Filter

Azeddine Beghdadi, Abdesselam Bouzerdoum, Son Lam Phung, 2008, 2008 11th International IEEE Conference on Intelligent Transportation Systems.

Infer The Input To The Generator Of Auxiliary Classifier Generative Adversarial Networks

Abdesselam Bouzerdoum, Son Lam Phung, Xiaoming Peng, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

A Multi-class Image Classification System Using Salient Features and Support Vector Machines

Son Lam Phung, Wenbin Shao, G. Naghdy, 2007, 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information.

Automatic human face detection in color images

Son Lam Phung, S. L. Phung, 2003 .

TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection

S. L. Phung, A. Bouzerdoum, Yang Di, 2023, 2023 IEEE International Conference on Image Processing (ICIP).

Fast digital optical flow estimation based on EMD

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2010, 2010 2nd European Workshop on Visual Information Processing (EUVIP).

Smart Vision Sensor for Velocity Estimation using a Multi-resolution Architecture

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2010, VISAPP.

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

Abdesselam Bouzerdoum, Son Lam Phung, Soan Thi Minh Duong, 2021, Sensors.

Stochastic variational hierarchical mixture of sparse Gaussian processes for regression

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2018, Machine Learning.

Scalable Hierarchical Mixture of Gaussian Processes for Pattern Classification

Son Lam Phung, S. L. Phung, Thi Nhat Anh Nguyen, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Variational inference for infinite mixtures of sparse Gaussian processes through KL-correction

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Ordinal Depth Classification Using Region-based Self-attention

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Video Classification Based on Spatial Gradient and Optical Flow Descriptors

Abdesselam Bouzerdoum, Son Lam Phung, Xiaolin Tang, 2015, 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

A Compressive Sensing Approach to Image Restoration

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2010, 2010 International Conference on Digital Image Computing: Techniques and Applications.

CompactNet: A Light-Weight Deep Learning Framework for Smart Intrusive Load Monitoring

Quan Z. Sheng, Son Lam Phung, S. L. Phung, 2021, IEEE Sensors Journal.

A Fast and Compact Deep Gabor Network for Micro-Doppler Signal Processing and Human Motion Classification

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2021, IEEE Sensors Journal.

Skin segmentation using color pixel classification: analysis and comparison

S. L. Phung, A. Bouzerdoum, D. Chai, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.