Wai Lok Woo
Orcid: 0000-0002-8698-7605Affiliations:
- Newcastle University, UK
According to our database1,
Wai Lok Woo
authored at least 211 papers
between 2001 and 2024.
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Bibliography
2024
Expert Syst. Appl., March, 2024
Expert Syst. Appl., March, 2024
SN Comput. Sci., January, 2024
A Novel Multispectral Fusion Defect Detection Framework With Coarse-to-Fine Multispectral Registration.
IEEE Trans. Instrum. Meas., 2024
Explainable AI Evaluation: A Top-Down Approach for Selecting Optimal Explanations for Black Box Models.
Inf., 2024
State of the art applications of deep learning within tracking and detecting marine debris: A survey.
CoRR, 2024
Explainable Deep Semantic Segmentation for Flood Inundation Mapping with Class Activation Mapping Techniques.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
2023
Multilayer Feature Boosting Framework for Pipeline Inspection Using an Intelligent Pig System.
IEEE Trans. Ind. Informatics, July, 2023
EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia.
Int. J. Neural Syst., April, 2023
ConvNet-based performers attention and supervised contrastive learning for activity recognition.
Appl. Intell., April, 2023
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Instrum. Meas., 2023
Dynamic Rail Near-Surface Inspection of Multiphysical Coupled Electromagnetic and Thermography Sensing System.
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Ind. Electron., 2023
Knowl. Based Syst., 2023
Optimal Fusion of Multispectral Optical and SAR Images for Flood Inundation Mapping through Explainable Deep Learning.
Inf., 2023
Inf., 2023
CoRR, 2023
CosmosDSR - a methodology for automated detection and tracking of orbital debris using the Unscented Kalman Filter.
CoRR, 2023
Neural source/sink phase connectivity in developmental dyslexia by means of interchannel causality.
CoRR, 2023
Experimental Investigations of a Convolutional Neural Network Model for Detecting Railway Track Anomalies.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023
Proceedings of the 17th International Conference on Telecommunications, 2023
2022
On the application of machine learning in astronomy and astrophysics: A text-mining-based scientometric analysis.
WIREs Data Mining Knowl. Discov., 2022
Non-Intrusive Fish Weight Estimation in Turbid Water Using Deep Learning and Regression Models.
Sensors, 2022
Sensors, 2022
IEEE Internet Things J., 2022
Multi-modal gait: A wearable, algorithm and data fusion approach for clinical and free-living assessment.
Inf. Fusion, 2022
Expert Syst. Appl., 2022
Deep Neural Networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancer.
CoRR, 2022
Flood Prediction and Analysis on the Relevance of Features using Explainable Artificial Intelligence.
CoRR, 2022
Solar Irradiance Forecast using Long Short-Term Memory: A Comparative Analysis of Different Activation Functions.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Exploring human activity recognition using feature level fusion of inertial and electromyography data.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
A Novel Blur Reduction Technique For QR And ASCII Coding In Smartphone Visible Light Communications.
Proceedings of the 13th International Symposium on Communication Systems, 2022
2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
A Lightweight Spatial and Temporal Multi-Feature Fusion Network for Defect Detection.
IEEE Trans. Image Process., 2021
Multiphysics Structured Eddy Current and Thermography Defects Diagnostics System in Moving Mode.
IEEE Trans. Ind. Informatics, 2021
Sparse Low-Rank Tensor Decomposition for Metal Defect Detection Using Thermographic Imaging Diagnostics.
IEEE Trans. Ind. Informatics, 2021
Ensemble Joint Sparse Low-Rank Matrix Decomposition for Thermography Diagnosis System.
IEEE Trans. Ind. Electron., 2021
Optimization of Fuzzy Energy-Management System for Grid-Connected Microgrid Using NSGA-II.
IEEE Trans. Cybern., 2021
Sensors, 2021
Wearable Inertial Gait Algorithms: Impact of Wear Location and Environment in Healthy and Parkinson's Populations.
Sensors, 2021
Dilated causal convolution with multi-head self attention for sensor human activity recognition.
Neural Comput. Appl., 2021
Combined i-Vector and Extreme Learning Machine Approach for Robust Speaker Identification and Evaluation with SITW 2016, NIST 2008, TIMIT Databases.
Circuits Syst. Signal Process., 2021
Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife?
CoRR, 2021
Intelligent Classification of Different Types of Plastics using Deep Transfer Learning.
Proceedings of the 2nd International Conference on Robotics, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Developing and exploring a methodology for multi-modal indoor and outdoor gait assessment.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Towards Explainable Abnormal Infant Movements Identification: A Body-part Based Prediction and Visualisation Framework.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Load Disaggregation Using One-Directional Convolutional Stacked Long Short-Term Memory Recurrent Neural Network.
IEEE Syst. J., 2020
Efficient Noisy Sound-Event Mixture Classification Using Adaptive-Sparse Complex-Valued Matrix Factorization and OvsO SVM.
Sensors, 2020
IoT Load Classification and Anomaly Warning in ELV DC Picogrids Using Hierarchical Extended k-Nearest Neighbors.
IEEE Internet Things J., 2020
IEEE Instrum. Meas. Mag., 2020
DeftectNet: Joint loss structured deep adversarial network for thermography defect detecting system.
Neurocomputing, 2020
Smart Nanoscopy: A Review of Computational Approaches to Achieve Super-Resolved Optical Microscopy.
IEEE Access, 2020
Attention-Block Deep Learning Based Features Fusion in Wearable Social Sensor for Mental Wellbeing Evaluations.
IEEE Access, 2020
A feasibility study towards instrumentation of the Sport Concussion Assessment Tool (iSCAT).
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Early Warning of Health Condition and Visual Analytics for Multivariable Vital Signs.
Proceedings of the CNIOT 2020: 2020 International Conference on Computing, 2020
2019
Heartrate-Dependent Heartwave Biometric Identification With Thresholding-Based GMM-HMM Methodology.
IEEE Trans. Ind. Informatics, 2019
Wavelet-Integrated Alternating Sparse Dictionary Matrix Decomposition in Thermal Imaging CFRP Defect Detection.
IEEE Trans. Ind. Informatics, 2019
IEEE Syst. J., 2019
Modified multiple generalized regression neural network models using fuzzy C-means with principal component analysis for noise prediction of offshore platform.
Neural Comput. Appl., 2019
IEEE Internet Things J., 2019
IEEE Internet Things J., 2019
Single-Channel Signal Separation Using Spectral Basis Correlation with Sparse Nonnegative Tensor Factorization.
Circuits Syst. Signal Process., 2019
A Nano-Biased Energy Management Using Reinforced Learning Multi-Agent on Layered Coalition Model: Consumer Sovereignty.
IEEE Access, 2019
IEEE Access, 2019
2018
Physics-Based Image Segmentation Using First Order Statistical Properties and Genetic Algorithm for Inductive Thermography Imaging.
IEEE Trans. Image Process., 2018
Thermal Pattern Contrast Diagnostic of Microcracks With Induction Thermography for Aircraft Braking Components.
IEEE Trans. Ind. Informatics, 2018
Variational Bayesian Subgroup Adaptive Sparse Component Extraction for Diagnostic Imaging System.
IEEE Trans. Ind. Electron., 2018
Computational Deep Intelligence Vision Sensing for Nutrient Content Estimation in Agricultural Automation.
IEEE Trans Autom. Sci. Eng., 2018
Unsupervised Learning for Monaural Source Separation Using Maximization-Minimization Algorithm with Time-Frequency Deconvolution.
Sensors, 2018
IEEE Internet Things J., 2018
IET Signal Process., 2018
IET Signal Process., 2018
Building a Globally Optimized Computational Intelligent Image Processing Algorithm for On-Site Inference of Nitrogen in Plants.
IEEE Intell. Syst., 2018
Reverberant signal separation using optimized complex sparse nonnegative tensor deconvolution on spectral covariance matrix.
Digit. Signal Process., 2018
IEEE Access, 2018
Variational Bayes Sub-Group Adaptive Sparse Component Extraction for Diagnostic Imaging System.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A low cost master and slave distributed intelligent meter for non-intrusive load classification and anomaly warning.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
2017
Robust Sclera Recognition System With Novel Sclera Segmentation and Validation Techniques.
IEEE Trans. Syst. Man Cybern. Syst., 2017
Robust Iris Segmentation Method Based on a New Active Contour Force With a Noncircular Normalization.
IEEE Trans. Syst. Man Cybern. Syst., 2017
Regularized Neural Networks Fusion and Genetic Algorithm Based On-Field Nitrogen Status Estimation of Wheat Plants.
IEEE Trans. Ind. Informatics, 2017
Underdetermined Convolutive Source Separation Using GEM-MU With Variational Approximated Optimum Model Order NMF2D.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Blind separation of multicomponent seismic wavefield using SVD of reduced dimension spectral matrix.
J. King Saud Univ. Comput. Inf. Sci., 2017
Sclera recognition: on the quality measure and segmentation of degraded images captured under relaxed imaging conditions.
IET Biom., 2017
IET Biom., 2017
Evaluation of a speaker identification system with and without fusion using three databases in the presence of noise and handset effects.
EURASIP J. Adv. Signal Process., 2017
Finger texture biometric verification exploiting Multi-scale Sobel Angles Local Binary Pattern features and score-based fusion.
Digit. Signal Process., 2017
Ad Hoc Networks, 2017
Efficient finger segmentation robust to hand alignment in imaging with application to human verification.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017
Speaker identification evaluation based on the speech biometric and i-vector model using the TIMIT and NTIMIT databases.
Proceedings of the 5th International Workshop on Biometrics and Forensics, 2017
Comparison of I-vector and GMM-UBM approaches to speaker identification with TIMIT and NIST 2008 databases in challenging environments.
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the 2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2017
2016
Online Noisy Single-Channel Source Separation Using Adaptive Spectrum Amplitude Estimator and Masking.
IEEE Trans. Signal Process., 2016
Unsupervised Diagnostic and Monitoring of Defects Using Waveguide Imaging With Adaptive Sparse Representation.
IEEE Trans. Ind. Informatics, 2016
Unsupervised Sparse Pattern Diagnostic of Defects With Inductive Thermography Imaging System.
IEEE Trans. Ind. Informatics, 2016
Multidimensional Tensor-Based Inductive Thermography With Multiple Physical Fields for Offshore Wind Turbine Gear Inspection.
IEEE Trans. Ind. Electron., 2016
IPSJ Trans. Comput. Vis. Appl., 2016
Neurocomputing, 2016
A Framework for Iris Biometrics Protection: A Marriage Between Watermarking and Visual Cryptography.
IEEE Access, 2016
Study of statistical robust closed set speaker identification with feature and score-based fusion.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016
A novel biometric approach to generate ROC curve from the Probabilistic Neural Network.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
A novel method for sclera recognition with images captured on-the-move and at-a-distance.
Proceedings of the 4th International Conference on Biometrics and Forensics, 2016
Study of fusion strategies and exploiting the combination of MFCC and PNCC features for robust biometric speaker identification.
Proceedings of the 4th International Conference on Biometrics and Forensics, 2016
Ensemble Neural Networks and Image Analysis for On-Site Estimation of Nitrogen Content in Plants.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
Enhanced segmentation and complex-sclera features for human recognition with unconstrained visible-wavelength imaging.
Proceedings of the International Conference on Biometrics, 2016
Computational intelligent color normalization for wheat plant images to support precision farming.
Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016
Efficient eye corner and gaze detection for sclera recognition under relaxed imaging constraints.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Single-channel separation using underdetermined blind autoregressive model and least absolute deviation.
Neurocomputing, 2015
Securing Iris Images with a Robust Watermarking Algorithm based on Discrete Cosine Transform.
Proceedings of the VISAPP 2015, 2015
Nonnegative matrix factorization 2D with the flexible β-Divergence for single channel source separation.
Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015
Modelling and simulation of a 12-cell battery power system with fault control for underwater robot.
Proceedings of the 7th International Conference on Cybernetics and Intelligent Systems, 2015
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015
Informed Single Channel Speech Separation with time-frequency exemplar GMM-HMM model.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Wireless digital demodulation system via hierarchical multiresolution empirical mode decomposition approach.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015
2014
Smooth Nonnegative Matrix Factorization for Defect Detection Using Microwave Nondestructive Testing and Evaluation.
IEEE Trans. Instrum. Meas., 2014
Automatic Defect Identification of Eddy Current Pulsed Thermography Using Single Channel Blind Source Separation.
IEEE Trans. Instrum. Meas., 2014
Correction to "Wearable Audio Monitoring: Content-Based Processing Methodology and Implementation".
IEEE Trans. Hum. Mach. Syst., 2014
IEEE Trans. Hum. Mach. Syst., 2014
Machine Learning Source Separation Using Maximum a Posteriori Nonnegative Matrix Factorization.
IEEE Trans. Cybern., 2014
Informed single-channel speech separation using HMM-GMM user-generated exemplar source.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
3D shape restoration using sparse representation and separation of illumination effects.
Signal Process., 2014
Signal Process., 2014
Pattern Recognit., 2014
Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014
Proceedings of the 9th International Symposium on Communication Systems, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Predicting disability levels of community dwelling older individuals using single wrist mounted accelerometer.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Single-Channel Blind Separation Using Pseudo-Stereo Mixture and Complex 2-D Histogram.
IEEE Trans. Neural Networks Learn. Syst., 2013
Unsupervised Single-Channel Separation of Nonstationary Signals Using Gammatone Filterbank and Itakura-Saito Nonnegative Matrix Two-Dimensional Factorizations.
IEEE Trans. Circuits Syst. I Regul. Pap., 2013
Region-of-interest extraction in low depth of field images using ensemble clustering and difference of Gaussian approaches.
Pattern Recognit., 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Automatic Segmentation of Interest Regions in Low Depth of Field Images Using Ensemble Clustering and Graph Cut Optimization Approaches.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012
Proceedings of the 8th International Symposium on Communication Systems, 2012
Optimal overcomplete kernel design for sparse representations via discrete fractional Fourier transforms.
Proceedings of the 8th International Symposium on Communication Systems, 2012
2011
Channel Modeling of Information Transmission Over Cognitive Interrogator-Sensor Networks.
IEEE Trans. Veh. Technol., 2011
Single-Channel Source Separation Using EMD-Subband Variable Regularized Sparse Features.
IEEE ACM Trans. Audio Speech Lang. Process., 2011
Adaptive Sparsity Non-Negative Matrix Factorization for Single-Channel Source Separation.
IEEE J. Sel. Top. Signal Process., 2011
2010
Proceedings of the 14th International Conference on Information Visualisation, 2010
Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010
Breast cancer prediction and cross validation using multilayer perceptron neural networks.
Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010
Performance of keystroke biometrics authentication system using Multilayer Perceptron neural network (MLP NN).
Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010
Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010
Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010
On modeling of cognitive interrogator-sensor network: Layered discrete memoryless channel and finite-state Markov channel.
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
2009
Differentiated cooperative multiple access for multimedia communications over fading wireless networks.
IET Commun., 2009
Proceedings of the 2009 International Conference on Signal Acquisition and Processing, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Expanded decorrelating detector with reduced noise enhancement for multipath frequency-selective fading channels.
IET Commun., 2008
IET Circuits Devices Syst., 2008
Performance of a Cooperative Relay-Based Auto-Rate MAC Protocol for Wireless Ad Hoc Networks.
Proceedings of the 67th IEEE Vehicular Technology Conference, 2008
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
IEEE Trans. Speech Audio Process., 2007
A NON Reference Fingerprint Image Validity via Statistical Weight Calculation.
J. Digit. Inf. Manag., 2007
J. Comput., 2007
Eur. Trans. Telecommun., 2007
Nonlinear underdetermined blind signal separation using Bayesian neural network approach.
Digit. Signal Process., 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Two Dimensional Orthogonal Wavelet Features for Image Representation and Recognition.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
A Novel FNP-Pose Estimation for Three-Dimensional Face Recognition using DPCA Under Facial Expression.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
A Novel Iterative Conditional Maximization Method for Post-Nonlinear Underdetermined Blind Source Separation.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
A Complete Fisher Discriminant Analysis for Based Image Matrix and Its Application to Face Biometrics.
Proceedings of the Advances in Biometrics, International Conference, 2007
2006
IEEE Trans. Neural Networks, 2006
Two-dimensional reduction PCA: a novel approach for feature extraction, representation, and recognition.
Proceedings of the Visualization and Data Analysis 2006, 2006
Iterative Channel Estimation and Equalization of STBC-OFDM System over Time-Varying ISI Channels.
Proceedings of the IASTED International Conference on Signal Processing, 2006
Crypto Key Generation using Contour Graph Algorithm.
Proceedings of the IASTED International Conference on Signal Processing, 2006
A Novel Fast Fuzzy Neural Network Backpropagation Algorithm for Colon Cancer Cell Image Discrimination.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Iterative Channel Estimation and Turbo Equalization of STBC-OFDM System over Time-Varying ISI Channels.
Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Two-stage series-based neural network approach to nonlinear independent component analysis.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Blind Source Separation of Nonlinearly Constrained Mixed Sources Using Polynomial Series Reversion.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Fast search algorithms for video coding using orthogonal logarithmic search algorithm.
IEEE Trans. Consumer Electron., 2005
Neural network approach to blind signal separation of mono-nonlinearly mixed sources.
IEEE Trans. Circuits Syst. I Regul. Pap., 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 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
Proceedings of the 9th IEEE Symposium on Computers and Communications (ISCC 2006), June 28, 2004
Semiblind estimation of time varying STFBC-OFDM channels using Kalman filter and CMA.
Proceedings of the 9th IEEE Symposium on Computers and Communications (ISCC 2006), June 28, 2004
2002
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2001
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001