Abdesselam Bouzerdoum

Orcid: 0000-0002-9163-0045

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


According to our database1, Abdesselam Bouzerdoum authored at least 227 papers between 1990 and 2024.

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

Timeline

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Bibliography

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

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

Oversampling techniques for imbalanced data in regression.
Expert Syst. Appl., 2024

Dense Optical Flow Estimation Using Sparse Regularizers From Reduced Measurements.
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

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

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

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

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

Enhanced Experience Replay for Class Incremental Continual Learning.
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

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

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

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

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

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

A Multi-Feature Based Approach Incorporating Variable Thresholds for Detecting Price Spikes in the National Electricity Market of Australia.
IEEE Access, 2021

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

Through the Wall Scene Reconstruction Using Low Rank and Total Variation.
IEEE Trans. Computational Imaging, 2020

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

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

Hybrid TOA/AOA Localization with 1D Angle Estimation in UAV-assisted WSN.
Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020

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

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

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

Breast Mass Tumor Classification using Deep Learning.
Proceedings of the IEEE International Conference on Informatics, 2020

Identification of Potential Risk Factors of Diabetes for the Qatari Population.
Proceedings of the IEEE International Conference on Informatics, 2020

Classification of Sleep Arousal using Compact CNN.
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

Multichannel Signal Classification Using Vector Autoregression.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
A Scalable Hierarchical Gaussian Process Classifier.
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

GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2019

Through-the-Wall Target Separation Using Low-Rank and Variational Mode Decomposition.
IEEE Trans. Geosci. Remote. Sens., 2019

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

Efficient Pre-Designed Convolutional Front-End for Deep Learning.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

DeepDSSR: Deep Learning Structure for Human Donor Splice Sites Recognition.
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

Part-Based Feature Aggregation Method for Dynamic Scene Recognition.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

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

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

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

Convolutional neural network acceleration with hardware/software co-design.
Appl. Intell., 2018

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

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

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

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

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

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

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

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

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

Efficient Vanishing Point Estimation for Unstructured Road Scenes.
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

Depth image super-resolution using internal and external information.
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

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

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

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

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

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

Affine-invariant scene categorization.
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

Characterizing voltage sags and swells using three-phase voltage ellipse parameters.
Proceedings of the 2014 IEEE Industry Application Society Annual Meeting, 2014

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

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

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

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

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

Image Segmentations for Through-the-Wall Radar Target Detection.
IEEE Trans. Aerosp. Electron. Syst., 2013

A survey of perceptual image processing methods.
Signal Process. Image Commun., 2013

Biologically inspired approaches for visual information processing and analysis.
Signal Process. Image Commun., 2013

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

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

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

Depth image super-resolution using multi-dictionary sparse representation.
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
A new scheme for no reference image quality assessment.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Automatic classification of human motions using Doppler radar.
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

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

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

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

A Gaussian-Rayleigh mixture modeling approach for through-the-wall radar image segmentation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

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

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

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

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

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

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

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

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

2010
A Human Gait Classification Method Based on Radar Doppler Spectrograms.
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

Improved learning in grid-to-grid neural network via clustering.
Proceedings of the International Joint Conference on Neural Networks, 2010

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

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

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

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

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

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

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

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

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

Multi-view through-the-wall radar imaging using compressed sensing.
Proceedings of the 18th European Signal Processing Conference, 2010

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

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

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

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

Automatic human motion classification from Doppler spectrograms.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

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

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

A car detection system based on hierarchical visual features.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Multimedia Signal and Vision Processing, 2009

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

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

2008
A hierarchical learning network for face detection with in-plane rotation.
Neurocomputing, 2008

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

A biologically inspired visual pedestrian detection system.
Proceedings of the International Joint Conference on Neural Networks, 2008

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

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

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

A Nonlinear Feature Extractor for Texture Segmentation.
Proceedings of the International Conference on Image Processing, 2007

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

2006
Application of SiCONnets to Handwritten Digit Recognition.
Int. J. Comput. Intell. Appl., 2006

A Gender Recognition System using Shunting Inhibitory Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2006

A Shunting Inhibitory Convolutional Neural Network for Gender Classification.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Rotation Invariant Face Detection Using Convolutional Neural Networks.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Gender Classification Using a New Pyramidal Neural Network.
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

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

An eye feature detector based on convolutional neural network.
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005

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

Conference Chair's Welcome.
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

Time Domain Analogue to Digital Conversion in a Digital Pixel Sensor Array.
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

Integrated MicroPhotonic Wideband RF Interference Mitigation Filter.
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

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

A current-mode VLSI architecture for skin detection.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

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

On-Chip Skin Detection for Color CMOS Imagers.
Proceedings of the 2003 International Conference on MEMS, 2003

Programmable Multi-Task On-Chip Processing for CMOS Imagers.
Proceedings of the 2003 International Conference on MEMS, 2003

Adaptive skin segmentation in color images.
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

Novel Training Algorithm Based on Quadratic Optimisation Using Neural Networks.
Proceedings of the Connectionist Models of Neurons, 2001

Classification of bandlimited FSK4 and FSK8 signals.
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

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

Image compression using a stochastic competitive learning algorithm (SCoLA).
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

Supervised Texture Segmentation using DWT and a Modified K-NN Classifier.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Foreground/Background Bit Allocation for Region-of-Interest Coding.
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

Automatic recognition of digitally modulated communications signals.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Classification of digital modulation schemes using neural networks.
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
Illumination invariant face recognition.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

A combined quadratic optimization/median filtering technique for image restoration.
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
An insect vision-based motion detection chip.
IEEE J. Solid State Circuits, 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

A Recursive Autoregressive Method for Spectral Estimation.
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996

A neural network approach towards multiradar track fusion.
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

Automatic selection of features for classification using genetic programming.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

Backward tracking of motion trajectories for velocity estimation.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

Time evolution of receptive fields.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

A combined method for Persian and Arabic handwritten digit recognition.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

A simple model of the SUSTAINED unit in the insect lamina.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1995
A Generic Fuzzy Neuron and Its Application to Motion Estimation.
Proceedings of the Fuzzy Logic, Neural Networks, and Evolutionary Computation, 1995

Biologically inspired obstacle avoidance - a technology independent paradigm.
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

Neural Betwork Region-Based Inexact Relational Medical Image Matching.
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

Feature Representation of Motion Trajectories.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

The impact of VLSI technologies on neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Low level visual motion processing using local motion detectors.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Multiplicative noise cancellation (MNC) in analog VLSI vision sensors.
Proceedings of the Electronic Technology Directions to the Year 2000, 1995

1994
Dual-Purpose Interpretation of Sensory Information.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

A neural architecture for hierarchical clustering.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Neural network for quadratic optimization with bound constraints.
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


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