A. Bouzerdoum

发表

Customer reward‐based demand response program to improve demand elasticity and minimise financial risk during price spikes

D. H. Vu, A. Agalgaonkar, K. Muttaqi, 2018, IET Generation, Transmission & Distribution.

Multiple-Measurement Vector model and its application to Through-the-Wall Radar Imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Probabilistic Fuzzy Image Fusion Approach for Radar Through Wall Sensing

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

Shunting inhibitory cellular neural networks: derivation and stability analysis

R. B. Pinter, A. Bouzerdoum, 1993 .

The Evolutionary PreProcessor : Automatic FeatureExtraction for Supervised Classi cation using GeneticProgrammingJamie R

Abdesselam Bouzerdoum, Robert E. Bogner, R. Bogner, 1997 .

A generalized feedforward neural network classifier

Abdesselam Bouzerdoum, G. Arulampalam, A. Bouzerdoum, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

The elementary movement detection mechanism in insect vision

A. Bouzerdoum, 1993 .

A Bayesian approach to skin color classification in YCbCr color space

A. Bouzerdoum, D. Chai, A. Bouzerdoum, 2000, 2000 TENCON Proceedings. Intelligent Systems and Technologies for the New Millennium (Cat. No.00CH37119).

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.

A stochastic competitive learning algorithm

Abdesselam Bouzerdoum, A. Bouzerdoum, A. Bouzerdoum, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Short-term electricity demand forecasting using autoregressive based time varying model incorporating representative data adjustment

Kashem M. Muttaqi, Abdesselam Bouzerdoum, Ashish P. Agalgaonkar, 2017 .

Exponential stability of a neural network for bound-constrained quadratic optimisation

Abdesselam Bouzerdoum, A. Bouzerdoum, T. Pattison, 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

Image analysis using anisotropic local contrast

Azeddine Beghdadi, A. Bouzerdoum, G. Dauphin, 2004, Proceedings of 2004 International Symposium on Intelligent Multimedia, Video and Speech Processing, 2004..

A Distance Education Framework for Teaching Elective Subjects

Mohammed Bennamoun, Abdesselam Bouzerdoum, Anwar Dawood, 1998 .

Clutter Removal in Through-the-Wall Radar Imaging Using Sparse Autoencoder With Low-Rank Projection

Fok Hing Chi Tivive, Abdesselam Bouzerdoum, A. Bouzerdoum, 2021, IEEE Transactions on Geoscience and Remote Sensing.

JEI 2014 List of Reviewers

Ying Chen, Nam Ik Cho, Mehrdad Abolbashari, 2015, J. Electronic Imaging.

Fuzzy Motion Estimation

A. Kouzani, A. Bouzerdoum, 2019 .

Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I

Kok Wai Wong, Abdesselam Bouzerdoum, B. Sumudu U. Mendis, 2010 .

Research Online Research Online A Biologically Inspired Visual Pedestrian Detection System A Biologically Inspired Visual Pedestrian Detection System

A. Bouzerdoum, F. Tivive, 2020 .

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).

A Rank-Level Multiple-Expert Classifier for Recognition of Persian and Arabic Handwritten Characters

Abdesselam Bouzerdoum, Habib Mir Mohamad Hosseini, A. Bouzerdoum, 1999, Künstliche Intell..

Strictly self-adaptive training with xor ann

Abdesselam Bouzerdoum, Shamsuddin Ahmed, James Cross, 2001 .

Continuous-wave doppler radar for human gait classification

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Bijan Mobasseri, 2017 .

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.

Application of a new artificial neural network gradient free training method for electric load demand

Abdesselam Bouzerdoum, Shamsuddin Ahmed, James Cross, 2003 .

Neural network region-based inexact relational medical image matching

Abdesselam Bouzerdoum, Michael J. Brooks, Steven M. Vajdic, 1995, IEA/AIE '95.

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 .

Application of a New Artificial Neural Network Graduate Free Training

Abdesselam Bouzerdoum, Shamsuddin Ahmed, James Cross, 2002 .

Automatic Modulation Recognition of ASK, FSK and PSK Communication Signals

Abdesselam Bouzerdoum, Visalakshi Ramakonar, A. Bouzerdoum, 2002 .

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.

Neural Information Processing. Models and Applications

Abdesselam Bouzerdoum, Kok Wai Wong, B. Sumudu U. Mendis, 2010, Lecture Notes in Computer Science.

Neural Information Processing. Theory and Algorithms

Abdesselam Bouzerdoum, Kok Wai Wong, B. Sumudu U. Mendis, 2010, Lecture Notes in Computer Science.

Neural network architectures: medical image segmentation approach as a step towards medical image fusion

Abdesselam Bouzerdoum, Michael J. Brooks, Steven M. Vajdic, 1995, IEA/AIE '95.

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

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

A class of hierarchical neural networks for visual pattern recognition

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2006 .

A brain-inspired visual pattern recognition architecture and its applications

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2008 .

Adaptive image restoration using cellular neural networks

Abdesselam Bouzerdoum, Gregory Crebbin, Shokri Gendy, 2002 .

Self-adaptive parameter free artificial neural network training to model tourist arrival in Australian hotel industries

Abdesselam Bouzerdoum, Shamsuddin Ahmed, James Cross, 2001 .

From Receptive Field to Connection Strengths

Abdesselam Bouzerdoum, Nicolangelo Iannella, Shigeru Tanaka, 1998, ICONIP.

New algorithm for classification in rayleigh fading channels of spread spectrum communications signals

D. Habibi, Abdesselam Bouzerdoum, Visalakshi Ramakonar, 2001 .

Multi-stage compressed sensing and wall clutt er mitigation for through-the-wall radar image

Abdesselam Bouzerdoum, Fok Hing, Chi Tivive, 2014 .

Recurrent neural network-based quadratic optimisation training algorithm for feedforward neural networks

Abdesselam Bouzerdoum, Ganesh Arulampalam, A. Bouzerdoum, 2002, Int. J. Comput. Syst. Signals.

Skin segmentation using neighborhood contextual information

Abdesselam Bouzerdoum, Giang Hoang Nguyen, A. Bouzerdoum, 2006 .

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

Classification of Improvised Explosive Devices Using Multilevel Projective Dictionary Learning With Low-Rank Prior

A. Bouzerdoum, F. Tivive, C. Abeynayake, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Calculation of the Voltage Sag Recovery Point-on-Wave and Sag Duration Using System Parameters

D. Sutanto, K. Muttaqi, A. Bouzerdoum, 2020, IEEE Transactions on Industry Applications.

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

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

Illumination invariant face recognition

Abdesselam Bouzerdoum, Karl Sammut, Fangpo He, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

A survey of perceptual image processing methods

Azeddine Beghdadi, Abdesselam Bouzerdoum, Mohamed-Chaker Larabi, 2013, Signal Process. Image Commun..

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.

Through the Wall Scene Reconstruction Using Low Rank and Total Variation

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2020, IEEE Transactions on Computational Imaging.

GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Canicious Abeynayake, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Joint low-rank and sparse based image reconstruction for through-the-wall radar imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2017, 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

GPR signal classification with low-rank and convolutional sparse coding representation

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Canicious Abeynayake, 2017, 2017 IEEE Radar Conference (RadarConf).

A combined quadratic optimization/median filtering technique for image restoration

Abdesselam Bouzerdoum, A. Bouzerdoum, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

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.

Through-the-Wall Target Separation Using Low-Rank and Variational Mode Decomposition

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, F. H. C. Tivive, 2019, IEEE Transactions on Geoscience and Remote Sensing.

Neural network for quadratic optimization with bound constraints

Abdesselam Bouzerdoum, Tim R. Pattison, A. Bouzerdoum, 1993, IEEE Trans. Neural Networks.

A Multi-Feature Based Approach Incorporating Variable Thresholds for Detecting Price Spikes in the National Electricity Market of Australia

Kashem M. Muttaqi, Abdesselam Bouzerdoum, Dao H. Vu, 2021, IEEE Access.

Short-Term Forecasting of Electricity Spot Prices Containing Random Spikes Using a Time-Varying Autoregressive Model Combined With Kernel Regression

Kashem M. Muttaqi, Abdesselam Bouzerdoum, Dao H. Vu, 2019, IEEE Transactions on Industrial Informatics.

Hierarchical model for early visual processing

Abdesselam Bouzerdoum, A. Bouzerdoum, 1994, Electronic Imaging.

Adaptive hierarchical architecture for visual recognition.

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

A hierarchical learning network for face detection with in-plane rotation

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, F. H. C. Tivive, 2008, Neurocomputing.

Gender Classification Using a New Pyramidal Neural Network

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

Characterizing Voltage Sags and Swells Using Three-Phase Voltage Ellipse Parameters

Kashem M. Muttaqi, Abdesselam Bouzerdoum, M. R. Alam, 2014, IEEE Transactions on Industry Applications.

A Generalized Feedforward Neural Network Architecture and Its Training Using Two Stochastic Search Methods

Abdesselam Bouzerdoum, Rainer Mueller, A. Bouzerdoum, 2003, GECCO.

Efficient training algorithms for a class of shunting inhibitory convolutional neural networks

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, F. H. C. Tivive, 2005, IEEE Transactions on Neural Networks.

Learning Pattern Classification Tasks with Imbalanced Data Sets

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

Classification of Sleep Arousal using Compact CNN

Hamza Baali, Samir B. Belhaouari, Ahmed M. Eldaraa, 2020, 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT).

Breast Mass Tumor Classification using Deep Learning

Hamza Baali, Samir B. Belhaouari, Ahmed M. Eldaraa, 2020, 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT).

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..

Rotation Invariant Face Detection Using Convolutional Neural Networks

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2006, ICONIP.

Automatic selection of features for classification using genetic programming

Abdesselam Bouzerdoum, Jamie Sherrah, Robert E. Bogner, 1996, 1996 Australian New Zealand Conference on Intelligent Information Systems. Proceedings. ANZIIS 96.

Image Motion Processing in Biological and Computer Vision Systems

Robert B. Pinter, Abdesselam Bouzerdoum, R. B. Pinter, 1989, Other Conferences.

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.

An insect vision-based motion detection chip

Derek Abbott, Kamran Eshraghian, Andrew J. Blanksby, 1997, IEEE J. Solid State Circuits.

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).

Texture Classification using Convolutional Neural Networks

A. Bouzerdoum, F.H.C. Tivive, A. Bouzerdoum, 2006, TENCON 2006 - 2006 IEEE Region 10 Conference.

A Subspace Projection Approach for Wall Clutter Mitigation in Through-the-Wall Radar Imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin, 2015, IEEE Transactions on Geoscience and Remote Sensing.

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.

Convolutional neural network acceleration with hardware/software co-design

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Kevin I-Kai Wang, 2017, Applied Intelligence.

Nonlinear Lateral Inhibition Applied to Motion Detection in the fly Visual System

Abdesselam Bouzerdoum, R. B. Pinter, Robert B. Pinter, 2018 .

Analysis and analog implementation of directionally sensitive shunting inhibitory neural networks

Bahram Nabet, Robert B. Pinter, Abdesselam Bouzerdoum, 1991, Defense, Security, and Sensing.

Segmentations of through-the-wall radar images

F. Ahmad, M. G. Amin, A. Bouzerdoum, 2012, 2012 IEEE Radar Conference.

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.

A biologically inspired visual pedestrian detection system

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

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.

Compressive sensing for multipolarization through-the-wall radar imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Jack Yang, 2014 .

A new class of convolutional neural networks (SICoNNets) and their application of face detection

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Proceedings of 2005 International Symposium on Intelligent Signal Processing and Communication Systems a Fast Neural-based Eye Detection System

Fok Hing Chi Tivive, A. Bouzerdoum, A. Bouzerdoum, 2022 .

Novel image enhancement technique using shunting inhibitory cellular neural networks

A. Bouzerdoum, T. Hammadou, 2001, ICCE. International Conference on Consumer Electronics (IEEE Cat. No.01CH37182).

A shunting inhibitory motion detector that can account for the functional characteristics of fly motion-sensitive interneurons

Abdesselam Bouzerdoum, R. B. Pinter, A. Bouzerdoum, 1990, 1990 IJCNN 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).

Automatic human motion classification from Doppler spectrograms

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin, 2010, 2010 2nd International Workshop on Cognitive Information Processing.

A Human Gait Classification Method Based on Radar Doppler Spectrograms

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin, 2010, EURASIP J. Adv. Signal Process..

A current mode implementation of shunting inhibition

A. Moini, A. Bouzerdoum, K. Esbraghian, 1997, Proceedings of 1997 IEEE International Symposium on Circuits and Systems. Circuits and Systems in the Information Age ISCAS '97.

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.

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).

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).

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).

Toward Moving Target Detection in Through-the-Wall Radar Imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Wall clutter mitigation based on eigen-analysis in through-the-wall radar imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin, 2011, 2011 17th International Conference on Digital Signal Processing (DSP).

A compressed sensing method for complex-valued signals with application to through-the-wall radar imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Multi-polarization through-the-wall radar imaging using joint Bayesian compressed sensing

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Van Ha Tang, 2014, 2014 19th International Conference on Digital Signal Processing.

An SVD-based approach for mitigating wall reflections in through-the-wall radar imaging

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Moeness G. Amin, 2011, 2011 IEEE RadarCon (RADAR).

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.

Multi-view through-the-wall radar imaging using compressed sensing

Abdesselam Bouzerdoum, Moeness G. Amin, Jie Yang, 2010, 2010 18th European Signal Processing Conference.

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).

DeepDSSR: Deep Learning Structure for Human Donor Splice Sites Recognition

Mowafa Househ, Ferdaus Ahmed Kawsar, Mohammad Tariqul Islam, 2019, ICIMTH.

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).

Efficient Pre-Designed Convolutional Front-End for Deep Learning

Abdesselam Bouzerdoum, Hamza Baali, A. Bouzerdoum, 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP).

Supervised texture segmentation using DWT and a modified K-NN classifier

Abdesselam Bouzerdoum, Brian W. Ng, A. Bouzerdoum, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

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).

Digital vision sensor with pixel level analog-to-digital converter

Amine Bermak, Kamran Eshraghian, Abdesselam Bouzerdoum, 2001, SPIE Micro + Nano Materials, Devices, and Applications.

3D packaging technology for vision CMOS VLSI: review and performance evaluation

Amine Bermak, Kamran Eshraghian, Abdesselam Bouzerdoum, 1999, Smart Materials, Nano-, and Micro- Smart Systems.

A high fill-factor native logarithmic pixel: Simulation, design and layout optimization

Amine Bermak, Abdesselam Bouzerdoum, Kamran Eshraghian, 2000, 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century. Proceedings (IEEE Cat No.00CH36353).

Characterizing voltage sags and swells using three-phase voltage ellipse parameters

K. M. Muttaqi, M. R. Alam, A. Bouzerdoum, 2014, 2014 IEEE Industry Application Society Annual Meeting.

A combined method for Persian and Arabic handwritten digit recognition

Abdesselam Bouzerdoum, Habib Mir Mohamad Hosseini, A. Bouzerdoum, 1996, 1996 Australian New Zealand Conference on Intelligent Information Systems. Proceedings. ANZIIS 96.

A generalized feedforward neural network architecture for classification and regression

Abdesselam Bouzerdoum, Ganesh Arulampalam, A. Bouzerdoum, 2003, Neural Networks.

Evaluating the effectiveness of a machine learning approach based on response time and reliability for islanding detection of distributed generation

K. Muttaqi, A. Bouzerdoum, M. Alam, 2017 .

A Multifeature-Based Approach for Islanding Detection of DG in the Subcritical Region of Vector Surge Relays

K. M. Muttaqi, M. R. Alam, A. Bouzerdoum, 2014, IEEE Transactions on Power Delivery.

An Approach for Assessing the Effectiveness of Multiple-Feature-Based SVM Method for Islanding Detection of Distributed Generation

K. Muttaqi, A. Bouzerdoum, M. Alam, 2014, IEEE transactions on industry applications.

An approach for assessing the effectiveness of multiple features based SVM method for islanding detection of distributed generation

Kashem M. Muttaqi, Abdesselam Bouzerdoum, M. R. Alam, 2013, 2013 IEEE Industry Applications Society Annual Meeting.

A digital pixel sensor array with programmable dynamic range

A. Bermak, A. Kitchen, A. Bouzerdoum, 2005, IEEE Transactions on Electron Devices.

Application of SiCONnets to Handwritten Digit Recognition

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2006, Int. J. Comput. Intell. Appl..

Handwritten digit recognition based on shunting inhibitory convolutional neural networks

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, A. Bouzerdoum, 2005 .

VLSI Implementation of a Skin Detector Based on a Neural Network

A. Bouzerdoum, F. Boussaid, D. Chai, 2005, 2005 5th International Conference on Information Communications & Signal Processing.

CMOS circuit for high-speed flexible read-out of CMOS imagers

Amine Bermak, Abdesselam Bouzerdoum, Kamran Eshraghian, 2000, Visual Communications and Image Processing.

FPGA Implementation of a Predictive Vector Quantization Image Compression Algorithm for Image Sensor Applications

Amine Bermak, Yan Wang, Abdesselam Bouzerdoum, 2008, 4th IEEE International Symposium on Electronic Design, Test and Applications (delta 2008).

Dense Optical Flow Estimation Using Sparse Regularizers from Reduced Measurements

A. Bouzerdoum, M. W. Nawaz, Muhammad Mahboob Ur Rahman, 2024, 2401.06396.

Air Void Detection Using Variational Mode Decomposition With Low Rank

Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Shivakumar Karekal, 2020, IEEE Sensors Journal.

Target detection in GPR data using joint low-rank and sparsity constraints

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Canicious Abeynayake, 2016, SPIE Commercial + Scientific Sensing and Imaging.

The impact of VLSI technologies on neural networks

Kamran Eshraghian, Abdesselam Bouzerdoum, Alireza Moini, 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

Through-the-wall radar signal classification using discriminative dictionary learning

Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Jia Fei, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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).

UOW-Vessel: A Benchmark Dataset of High-Resolution Optical Satellite Images for Vessel Detection and Segmentation

Hoang Thanh Le, A. Bouzerdoum, Yang Di, 2022 .

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).

Evaluation of biologically inspired motion detection systems as a basis for local motion processing systems

Abdesselam Bouzerdoum, Richard Beare, A. Bouzerdoum, 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

Low level visual motion processing using local motion detectors

Richard Beare, Andrew J. Blanksby, Abdesselam Bouzerdoum, 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

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.

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).

Design of acoustic absorbing metasurfaces using a data-driven approach

A. Bouzerdoum, A. Khelif, M. Addouche, 2023, Communications Materials.

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.

A short length window-based method for islanding detection in distributed generation

Kashem M. Muttaqi, Abdesselam Bouzerdoum, M. R. Alam, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

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.

Classification of digital modulation schemes using neural networks

Daryoush Habibi, Abdesselam Bouzerdoum, Ganesh Arulampalam, 1999, ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications (IEEE Cat. No.99EX359).

BIOLOGICALLY INSPIRED LOCAL MOTION DETECTOR ARCHITECTURE

Abdesselam Bouzerdoum, Richard Beare, A. Bouzerdoum, 1999 .

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.

Characterization of Voltage Dips and Swells in a DG-Embedded Distribution Network During and Subsequent to Islanding Process and Grid Reconnection

Kashem M. Muttaqi, Abdesselam Bouzerdoum, Mollah Rezaul Alam, 2018, IEEE Transactions on Industry Applications.

Reduced Training of Convolutional Neural Networks for Pedestrian Detection

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

Detecting People in Images: An Edge Density Approach

Abdesselam Bouzerdoum, Son Lam Phung, S. L. Phung, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

A new image feature for fast detection of people in images

S. L. Phung, A. Bouzerdoum, 2007 .

Characterization of voltage dips and swells in a DG embedded distribution network during and subsequent to islanding process and grid re-connection

Kashem M. Muttaqi, Abdesselam Bouzerdoum, M. R. Alam, 2017, 2017 IEEE Industry Applications Society Annual Meeting.

MSD-NAS: multi-scale dense neural architecture search for real-time pedestrian lane detection

S. L. Phung, Sui Paul Ang, A. Bouzerdoum, 2023, Applied Intelligence.

Efficient cost aggregation for feature-vector-based wide-baseline stereo matching

Abdesselam Bouzerdoum, Son Lam Phung, Xiaoming Peng, 2018, EURASIP Journal on Image and Video Processing.