Abdesselam Bouzerdoum
Orcid: 0000-0002-9163-0045Affiliations:
- University of Wollongong, School of Electrical, Computer and Telecommunications Engineering
According to our database1,
Abdesselam Bouzerdoum
authored at least 223 papers
between 1990 and 2024.
Collaborative distances:
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on zbmath.org
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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
IEEE Access, 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
2023
MSD-NAS: multi-scale dense neural architecture search for real-time pedestrian lane detection.
Appl. Intell., November, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
2022
Classification of Improvised Explosive Devices Using Multilevel Projective Dictionary Learning With Low-Rank Prior.
IEEE Trans. Geosci. Remote. Sens., 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
Pedestrian Lane Detection for Assistive Navigation of Vision-Impaired People: Survey and Experimental Evaluation.
IEEE Access, 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
IEEE Trans. Geosci. Remote. Sens., 2021
Clutter Removal in Through-the-Wall Radar Imaging Using Sparse Autoencoder With Low-Rank Projection.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Correcting Susceptibility Artifacts of MRI Sensors in Brain Scanning: A 3D Anatomy-Guided Deep Learning Approach.
Sensors, 2021
Neural Comput. Appl., 2021
Int. J. Pattern Recognit. Artif. Intell., 2021
A Multi-Feature Based Approach Incorporating Variable Thresholds for Detecting Price Spikes in the National Electricity Market of Australia.
IEEE Access, 2021
IEEE Access, 2021
Sparsity And Nonnegativity Constrained Krylov Approach For Direction Of Arrival Estimation.
Proceedings of the IEEE International Conference on Acoustics, 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
IEEE Trans. Computational Imaging, 2020
Sensors, 2020
Deep Gabor Neural Network for Automatic Detection of Mine-Like Objects in Sonar Imagery.
IEEE Access, 2020
Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020
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
Proceedings of the IEEE International Conference on Informatics, 2020
Proceedings of the IEEE International Conference on Informatics, 2020
Proceedings of the IEEE International Conference on Informatics, 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
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Signal Process., 2019
Short-Term Forecasting of Electricity Spot Prices Containing Random Spikes Using a Time-Varying Autoregressive Model Combined With Kernel Regression.
IEEE Trans. Ind. Informatics, 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Through-the-Wall Target Separation Using Low-Rank and Variational Mode Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Circuits Syst. Video Technol., 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the Health Informatics Vision: From Data via Information to Knowledge, 2019
Radar Stationary and Moving Indoor Target Localization with Low-rank and Sparse Regularizations.
Proceedings of the IEEE International Conference on Acoustics, 2019
Detection and Characterization of the Instantaneous Point-on-wave of Voltage Sags in terms of Point of Inception and Point of Recovery.
Proceedings of the 2019 IEEE Industry Applications Society Annual Meeting, Baltimore, MD, USA, September 29, 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
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
EURASIP J. Image Video Process., 2018
Appl. Intell., 2018
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
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
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
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
Through-the-wall radar signal classification using discriminative dictionary learning.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Characterization of voltage dips and swells in a DG embedded distribution network during and subsequent to islanding process and grid re-connection.
Proceedings of the 2017 IEEE Industry Applications Society Annual Meeting, 2017
Joint low-rank and sparse based image reconstruction for through-the-wall radar imaging.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
Comput. Vis. Image Underst., 2016
Artif. Intell. Rev., 2016
Proceedings of the Trends in Applied Knowledge-Based Systems and Data Science, 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
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016
2015
A Subspace Projection Approach for Wall Clutter Mitigation in Through-the-Wall Radar Imaging.
IEEE Trans. Geosci. Remote. Sens., 2015
Invariant image recognition under projective deformations: An image normalization approach.
Proceedings of the 2015 Visual Communications and Image Processing, 2015
Wall clutter mitigation using HOSVD in through-the-wall radar imaging with compressed sensing.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A tensor-based subspace wall clutter mitigation method for through-the-wall radar imaging.
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
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015
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
J. Vis. Commun. Image Represent., 2014
Multi-stage compressed sensing and wall clutter mitigation for through-the-wall radar image formation.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Multi-polarization through-the-wall radar imaging using joint Bayesian compressed sensing.
Proceedings of the 19th International Conference on Digital Signal 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
Proceedings of the 2014 IEEE Industry Application Society Annual Meeting, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
IEEE Trans. Image Process., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Aerosp. Electron. Syst., 2013
Signal Process. Image Commun., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
J. Electronic Imaging, 2013
An improved SVD-based wall clutter mitigation method for through-the-wall radar imaging.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
A compressed sensing method for complex-valued signals with application to through-the-wall radar imaging.
Proceedings of the IEEE International Conference on Acoustics, 2013
An approach for assessing the effectiveness of multiple features based SVM method for islanding detection of distributed generation.
Proceedings of the 2013 IEEE Industry Applications Society Annual Meeting, 2013
2012
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
A short length window-based method for islanding detection in distributed generation.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
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
A Gaussian-Rayleigh mixture modeling approach for through-the-wall radar image segmentation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012
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
EURASIP J. Image Video Process., 2011
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
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
Multiple-Measurement Vector model and its application to Through-the-Wall Radar Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2011
A Reduced Reference Image Quality Metric based on feature fusion and neural networks.
Proceedings of the 19th European Signal Processing Conference, 2011
Automatic left ventricle detection in echocardiographic images for deformable contour initialization.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
EURASIP J. Adv. Signal Process., 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
Proceedings of the International Joint Conference on Neural Networks, 2010
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
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
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Motion Estimation with Adaptive Regularization and Neighborhood Dependent Constraint.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, 2009
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2009
2008
Neurocomputing, 2008
Proceedings of the 11th International IEEE Conference on Intelligent Transportation Systems, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
A Compact CMOS Face Detection Architecture Based on Shunting Inhibitory Convolutional Neural Networks.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008
FPGA Implementation of a Predictive Vector Quantization Image Compression Algorithm for Image Sensor Applications.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008
A VHDL Design for PCA.
Proceedings of the 2008 International Conference on Computer Design, 2008
2007
IEEE Trans. Neural Networks, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Int. J. Comput. Intell. Appl., 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
2005
Efficient training algorithms for a class of shunting inhibitory convolutional neural networks.
IEEE Trans. Neural Networks, 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
2004
An ultra-low power operating technique for mega-pixels current-mediated CMOS imagers.
IEEE Trans. Consumer Electron., 2004
A low power current-mode pixel with on-chip FPN cancellation and digital shutter.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
Naive bayes face/nonface classifier: a study of preprocessing and feature extraction techniques.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2nd IEEE International Workshop on Electronic Design, 2004
A New read-out circuit for low power current and voltage mediated integrating CMOS imager.
Proceedings of the 2nd IEEE International Workshop on Electronic Design, 2004
Proceedings of the 2nd IEEE International Workshop on Electronic Design, 2004
2003
A generalized feedforward neural network architecture for classification and regression.
Neural Networks, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
Proceedings of the 2003 International Conference on MEMS, 2003
Proceedings of the 2003 International Conference on MEMS, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
A Generalized Feedforward Neural Network Architecture and Its Training Using Two Stochastic Search Methods.
Proceedings of the Genetic and Evolutionary Computation, 2003
2002
Recurrent neural network-based quadratic optimisation training algorithm for feedforward neural networks.
Int. J. Comput. Syst. Signals, 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
Novel image enhancement technique using shunting inhibitory cellular neural networks.
IEEE Trans. Consumer Electron., 2001
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001
A wide dynamic range CMOS imager with extended shunting inhibition image processing capabilities.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
2000
Supervised texture segmentation using DT-CWT and a modified k-NN classifier.
Proceedings of the Visual Communications and Image Processing 2000, 2000
Digital implementation of shunting-inhibitory cellular neural network.
Proceedings of the Visual Communications and Image Processing 2000, 2000
CMOS circuit for high-speed flexible read-out of CMOS imagers.
Proceedings of the Visual Communications and Image Processing 2000, 2000
A high fill-factor native logarithmic pixel: Simulation, design and layout optimization.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
Classification and Function Approximation Using Feed-Forward Shunting Inhibitory Artificial Neural Networks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
A digitally programmable current mode analog shunting inhibition cellular neural network.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000
1999
A Rank-Level Multiple-Expert Classifier for Recognition of Persian and Arabic Handwritten Characters.
Künstliche Intell., 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999
A Novel Fingerprint Image Compression Technique Using the Wavelet Transform and Piecewise-Uniform Pyramid Lattice Vector Quantisation.
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
From Receptive Field to Connection Strengths.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
1996
Modified Adaptive Line Enhancement Filter And Its Application To Heart Sound N'oise Cancellation.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Evaluation of biologically inspired motion detection systems as a basis for local motion processing systems.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996
1995
Proceedings of the Fuzzy Logic, Neural Networks, and Evolutionary Computation, 1995
Proceedings of the Mobile Robots X, Philadephia, PA, USA, October 23, 1995, Proceedings, 1995
Neural Network Architectures: Medical Image Segmentation Approach as a Step Towards Medical Image Fusion.
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995
Proceedings of the Eighth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1995
A comparison of neural networks and statistical methods for track association in over the horizon radar.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of the Electronic Technology Directions to the Year 2000, 1995
1994
Proceedings of the 1994 International Conference on Robotics and Automation, 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
IEEE Trans. Neural Networks, 1993
1990
A shunting inhibitory motion detector that can account for the functional characteristics of fly motion-sensitive interneurons.
Proceedings of the IJCNN 1990, 1990