List of works - Abdesselam Bouzerdoum

A Brain-Inspired Visual Pattern Recognition Architecture and Its Applications

A Compact CMOS Face Detection Architecture Based on Shunting Inhibitory Convolutional Neural Networks

A Compressive Sensing Approach to Image Restoration

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

A Gaussian-Rayleigh mixture modeling approach for through-the-wall radar image segmentation

A Human Gait Classification Method Based on Radar Doppler Spectrograms

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

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

A Neural Network pruning approach based on Compressive Sampling

A New Approach for Classification and Characterization of Voltage Dips and Swells Using 3-D Polarization Ellipse Parameters

A New Approach to Sparse Image Representation Using MMV and K-SVD

A Scalable Hierarchical Gaussian Process Classifier

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

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

A Super Descriptor Tensor Decomposition for Dynamic Scene Recognition

A biologically inspired visual pedestrian detection system

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

A generalized feedforward neural network architecture for classification and regression

scientific article published in June 2003

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

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

A part-based spatial and temporal aggregation method for dynamic scene recognition

A particle swarm optimization algorithm based on orthogonal design

A pyramidal neural network for visual pattern recognition

scientific article published in March 2007

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

A survey of perceptual image processing methods

A tensor-based subspace wall clutter mitigation method for through-the-wall radar imaging

A training algorithm for sparse LS-SVM using Compressive Sampling

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

Abnormal behavior detection using a multi-modal stochastic learning approach

Adaptive Autoregressive Logarithmic Search for 3D Human Tracking

Adaptive hierarchical architecture for visual recognition

scientific article published in April 2010

Adaptive regularization for image restoration using a variational inequality approach

Adaptive regularization for multiple image restoration using an extended Total Variations approach

Affine-invariant scene categorization

Air Void Detection Using Variational Mode Decomposition With Low Rank

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

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

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

An efficient local method for stereo matching using daisy features

An image-based approach for classification of human micro-doppler radar signatures

An improved SVD-based wall clutter mitigation method for through-the-wall radar imaging

An unsupervised deep learning technique for susceptibility artifact correction in reversed phase-encoding EPI images

Anatomy-Guided Inverse-Gradient Susceptibility Artifact Correction Method for High-Resolution FMRI

Anatomy-guided Inverse-phase-encoding Registration Method for Correcting Susceptibility Artifacts in Sub-millimeter fMRI

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

Automatic classification of GPR signals

Automatic classification of human motions using Doppler radar

Automatic human motion classification from Doppler spectrograms

Automatic left ventricle detection in echocardiographic images for deformable contour initialization

scientific article published in January 2011

Automatic parameter selection for feature-enhanced radar image restoration

Bayesian Gabor Network With Uncertainty Estimation for Pedestrian Lane Detection in Assistive Navigation

Biologically inspired approaches for visual information processing and analysis

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

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

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

Characterization of voltage sag based on Point-on-Wave

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

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

Classification of micro‐Doppler signatures of human motions using log‐Gabor filters

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

Compressed sensing-based frequency selection for classification of ground penetrating radar signals

Compressive Radar Imaging of Stationary Indoor Targets with Low-rank plus Jointly Sparse and Total Variation Regularizations

scientific article published on 24 February 2020

Convolutional neural network acceleration with hardware/software co-design

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

Crowd Behavior Recognition Using Dense Trajectories

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

D-Net: A Generalised and Optimised Deep Network for Monocular Depth Estimation

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

Depth image super-resolution using internal and external information

Depth image super-resolution using multi-dictionary sparse representation

Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task

Efficient SVM training with reduced weighted samples

Efficient Vanishing Point Estimation for Unstructured Road Scenes

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

Efficient supervised learning with reduced training exemplars

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

scientific article published in May 2005

Enhanced pixel-wise voting for image vanishing point detection in road scenes

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

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

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

Fast digital optical flow estimation based on EMD

Fuzzy Logic-Based Image Fusion for Multi-view Through-the-Wall Radar

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

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

Hardware/Software Co-design for a Gender Recognition Embedded System

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

Human Gait Recognition with Micro-Doppler Radar and Deep Autoencoder

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

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

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

scientific article published on 13 February 2020

Image Segmentations for Through-the-Wall Radar Target Detection

Improved learning in grid-to-grid neural network via clustering

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

Integrating the Projective Transform with Particle Filtering for Visual Tracking

Intra-hour and hourly demand forecasting using selective order autoregressive model

Invariant image recognition under projective deformations: An image normalization approach

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

Lane Detection in Unstructured Environments for Autonomous Navigation Systems

Markov random fields for abnormal behavior detection on highways

Message of the co-chairs

Motion Estimation with Adaptive Regularization and Neighborhood Dependent Constraint

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

Multi-resolution Mean-Shift Algorithm for Vector Quantization

Multi-stage compressed sensing and wall clutter mitigation for through-the-wall radar image formation

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

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

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

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

scientific article published in April 2018

Neural network for quadratic optimization with bound constraints

scientific article published in January 1993

Object segmentation and classification using 3-D range camera

On the analysis of background subtraction techniques using Gaussian Mixture Models

Optical flow estimation using sparse gradient representation

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

Pedestrian Lane Detection for the Visually Impaired

Pedestrian Lane Detection in Unstructured Environments for Assistive Navigation

Pedestrian lane detection in unstructured scenes for assistive navigation

Pedestrian sensing using time-of-flight range camera

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

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

Probabilistic fuzzy image fusion approach for radar through wall sensing.

scientific article published on 28 August 2013

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

Scene Segmentation and Pedestrian Classification from 3-D Range and Intensity Images

Segmentations of through-the-wall radar images

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

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

Signal Classification for Ground Penetrating Radar Using Sparse Kernel Feature Selection

Skin segmentation using color pixel classification: analysis and comparison

scientific article

Sparse Representation of GPR Traces With Application to Signal Classification

Sparse signal decomposition for ground penetrating radar

Stochastic variational hierarchical mixture of sparse Gaussian processes for regression

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