Zhiping Lin

Orcid: 0000-0002-1587-1226

Affiliations:
  • Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
  • University of Cambridge, UK (PhD 1987)


According to our database1, Zhiping Lin authored at least 358 papers between 1993 and 2025.

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Bibliography

2025
Semi-supervised pivotal-aware nonnegative matrix factorization with label and pairwise constraint propagation for data clustering.
Pattern Recognit., 2025

An analytic formulation of convolutional neural network learning for pattern recognition.
Inf. Sci., 2025

2024
TM-GAN: A Transformer-Based Multi-Modal Generative Adversarial Network for Guided Depth Image Super-Resolution.
IEEE J. Emerg. Sel. Topics Circuits Syst., June, 2024

Explored seeds generation for weakly supervised semantic segmentation.
Neural Comput. Appl., January, 2024

Few-Shot Contrastive Transfer Learning With Pretrained Model for Masked Face Verification.
IEEE Trans. Multim., 2024

Real-Time Gas Composition Identification and Concentration Estimation Model for Artificial Olfaction.
IEEE Trans. Ind. Electron., 2024

A Nyström-based low-rank unitary MVDR beamforming scheme.
Signal Process., 2024

A three-stream fusion and self-differential attention network for multi-modal crowd counting.
Pattern Recognit. Lett., 2024

Robust spectral embedded bilateral orthogonal concept factorization for clustering.
Pattern Recognit., 2024

Fast multi-view clustering via correntropy-based orthogonal concept factorization.
Neural Networks, 2024

Efficient correntropy-based multi-view clustering with alignment discretization.
Knowl. Based Syst., 2024

Fast correntropy-based multi-view clustering with prototype graph factorization.
Inf. Sci., 2024

Analytic Continual Test-Time Adaptation for Multi-Modality Corruption.
CoRR, 2024

On-Site Precise Screening of SARS-CoV-2 Systems Using a Channel-Wise Attention-Based PLS-1D-CNN Model with Limited Infrared Signatures.
CoRR, 2024

FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking.
CoRR, 2024

A Novel Geometric Solution for Moving Target Localization Through Multistatic Sensing in the ISAC System.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Fusing EO and LiDAR for SAR Image Translation with Multi-Modal Generative Adversarial Networks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Simulated Annealing Based Approach for Near-Optimal Sensor Selection in TDOA Localization System.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Method for Out-of-Distribution Detection in Encrypted Mobile Traffic Classification.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Signal Analysis and Detection of COVID-19 Infection with ATR-FTIR Spectroscopy.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

A Novel Non-profiling Side-Channel Attack on Masked Devices with Connectivity Matrix.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Robustness Meets Low-Rankness: Unified Entropy and Tensor Learning for Multi-View Subspace Clustering.
IEEE Trans. Circuits Syst. Video Technol., November, 2023

Deterministic bridge regression for compressive classification.
Inf. Sci., November, 2023

Multiview Clustering via Hypergraph Induced Semi-Supervised Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

TCF-Trans: Temporal Context Fusion Transformer for Anomaly Detection in Time Series.
Sensors, October, 2023

Face photo-sketch recognition based on multi-directional line features projection.
Neural Comput. Appl., October, 2023

A Generalized Non-convex Method for Robust Tensor Completion.
J. Sci. Comput., September, 2023

HRnV-Calc: A Software for Heart Rate n-Variability and Heart Rate Variability Analysis.
J. Open Source Softw., July, 2023

Online Multi-Face Tracking With Multi-Modality Cascaded Matching.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

A Multi-Scale Channel Attention Network for Prostate Segmentation.
IEEE Trans. Circuits Syst. II Express Briefs, May, 2023

Hypergraph based semi-supervised symmetric nonnegative matrix factorization for image clustering.
Pattern Recognit., May, 2023

Robust anchor-based multi-view clustering via spectral embedded concept factorization.
Neurocomputing, April, 2023

An Accelerated Maximally Split ADMM for a Class of Generalized Ridge Regression.
IEEE Trans. Neural Networks Learn. Syst., February, 2023

Mixture correntropy based robust multi-view K-means clustering.
Knowl. Based Syst., February, 2023

Bi-Nuclear Tensor Schatten-p Norm Minimization for Multi-View Subspace Clustering.
IEEE Trans. Image Process., 2023

Attention Multihop Graph and Multiscale Convolutional Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Robust self-triggered DMPC for linear discrete-time systems with local and global constraints.
J. Frankl. Inst., 2023

Biomedical image classification based on a feature concatenation and ensemble of deep CNNs.
J. Ambient Intell. Humaniz. Comput., 2023

Constant Sequence Extension for Fast Search Using Weighted Hamming Distance.
CoRR, 2023

A Residual-Remainder Coupled Unlimited Sampling Framework for High Dynamic Range Signal Conversion.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Improving FPGA-based Async-logic AES Accelerator with the Integration of Sync-logic Block RAMs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Neighborhood Learning from Noisy Labels for Cross-Modal Retrieval.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Real-time Traffic Classification in Encrypted Wireless Communication Network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Generative sEMG Deep Learning for Early Prediction of Locomotion with Small Training Datasets.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

RFID-assisted visual multiple object tracking without using visual appearance and motion.
Proceedings of the IEEE International Conference on Image Processing, 2023

GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Gas/Odor Qualitative and Quantitative Estimation Methodology for a Bionic Electronic Nose.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

2022
Blockwise Recursive Moore-Penrose Inverse for Network Learning.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Fully Decoupled Neural Network Learning Using Delayed Gradients.
IEEE Trans. Neural Networks Learn. Syst., 2022

Real-Time Illegal Parking Detection Algorithm in Urban Environments.
IEEE Trans. Intell. Transp. Syst., 2022

Dimensionality Reduction and Classification of Hyperspectral Image via Multistructure Unified Discriminative Embedding.
IEEE Trans. Geosci. Remote. Sens., 2022

Efficient and Robust MultiView Clustering With Anchor Graph Regularization.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Review of Machine Learning for Near-Infrared Spectroscopy.
Sensors, 2022

Efficient correntropy-based multi-view clustering with anchor graph embedding.
Neural Networks, 2022

Correntropy based semi-supervised concept factorization with adaptive neighbors for clustering.
Neural Networks, 2022

Dual semi-supervised convex nonnegative matrix factorization for data representation.
Inf. Sci., 2022

An extreme learning machine for unsupervised online anomaly detection in multivariate time series.
Neurocomputing, 2022

ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection.
CoRR, 2022

Analytic Learning of Convolutional Neural Network For Pattern Recognition.
CoRR, 2022

ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CT2CXR: CT-based CXR Synthesis for Covid-19 Pneumonia Classification.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Motion Embedding for On-road Motion Object Detection for Intelligent Vehicle Systems.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Traffic Anomaly Detection in Intelligent Transport Applications with Time Series Data using Informer.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Non-profiling based Correlation Optimization Deep Learning Analysis.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Discriminative Adversarial Learning for Speaker Independent Emotion Recognition.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Cascaded Adversarial Learning for Speaker Independent Emotion Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

Fast Fault Diagnosis Method Of Rolling Bearings In Multi-Sensor Measurement Enviroment.
Proceedings of the IEEE International Conference on Acoustics, 2022

Multiple Temporal Context Embedding Networks for Unsupervised time Series Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

Tri-AoA: Robust AoA Estimation of Mobile RFID Tags With COTS Devices.
Proceedings of the IEEE Global Communications Conference, 2022

Incremental Linear Regression Attack.
Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2022

Fast surgical instruments identification system to facilitate robot picking.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

2021
A Novel Normalized Variance-Based Differential Power Analysis Against Masking Countermeasures.
IEEE Trans. Inf. Forensics Secur., 2021

Extraction of Global and Local Micro-Doppler Signature Features From FMCW Radar Returns for UAV Detection.
IEEE Trans. Aerosp. Electron. Syst., 2021

Robust semi-supervised nonnegative matrix factorization for image clustering.
Pattern Recognit., 2021

Correlation Projection for Analytic Learning of a Classification Network.
Neural Process. Lett., 2021

Extraction of category orthonormal subspace for multi-class classification.
J. Frankl. Inst., 2021

Generalised KYP lemma with its application in finite frequency H ∞ distributed filter design for nonideally interconnected networked control systems.
Int. J. Syst. Sci., 2021

HRnV-Calc: A software package for heart rate n-variability and heart rate variability analysis.
CoRR, 2021

Training Multilayer Neural Networks Analytically Using Kernel Projection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

A Solver of Fukunaga Koontz Transformation without Matrix Decomposition.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Design of Orthogonal Wavelet Filters with Minimum RMS Bandwidth Using A Symbolic Approach.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Normalized Differential Power Analysis - for Ghost Peaks Mitigation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

On Explainability and Sensor-Adaptability of a Robot Tactile Texture Representation Using a Two-Stage Recurrent Networks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Accumulated Decoupled Learning with Gradient Staleness Mitigation for Convolutional Neural Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021

Coronary Artery Extraction from CT Coronary Angiography with Augmentation on Partially Labelled Data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Classification of Non-tumorous Facial Pigmentation Disorders Using Generative Adversarial Networks and Improved SMOTE.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
A Maximally Split and Relaxed ADMM for Regularized Extreme Learning Machines.
IEEE Trans. Neural Networks Learn. Syst., 2020

Semisupervised Hypergraph Discriminant Learning for Dimensionality Reduction of Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Robust orthogonal nonnegative matrix tri-factorization for data representation.
Knowl. Based Syst., 2020

Training a multilayer network with low-memory kernel-and-range projection.
J. Frankl. Inst., 2020

Asymptotic stability analysis and model reduction for spatially interconnected time-delay systems.
J. Frankl. Inst., 2020

Robust nonnegative matrix factorization with local coordinate constraint for image clustering.
Eng. Appl. Artif. Intell., 2020

Accumulated Decoupled Learning: Mitigating Gradient Staleness in Inter-Layer Model Parallelization.
CoRR, 2020

Optimal Feature Selection for Learning-Based Algorithms for Sentiment Classification.
Cogn. Comput., 2020

Identification of Stress State for Drivers Under Different GPS Navigation Modes.
IEEE Access, 2020

Towards Imbalanced Image Classification: A Generative Adversarial Network Ensemble Learning Method.
IEEE Access, 2020

Extraction and Cross-Matching of Palm-Vein and Palmprint From the RGB and the NIR Spectrums for Identity Verification.
IEEE Access, 2020

Transfer Learning with Joint Optimization for Label-Efficient Medical Image Anomaly Detection.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

MAM: Mixed Attention Module with Random Disruption Augmentation for Image Classification.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Supervised Autoencoder Joint Learning on Heterogeneous Tactile Sensory Data: Improving Material Classification Performance.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Range-Doppler Detection in Automotive Radar with Deep Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Reinforced Sample Re-weighting for Pedestrian Attribute Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Siamese Network Utilizing Image Structural Differences For Cross-Category Defect Detection.
Proceedings of the IEEE International Conference on Image Processing, 2020

Pentadent-Net: Pedestrian Attribute Recognition With Distance Refinement And Correlation Mining.
Proceedings of the IEEE International Conference on Image Processing, 2020

Real-Time Multiple Object Tracking with Discriminative Features.
Proceedings of the 16th International Conference on Control, 2020

Robust Real-time Face Tracking for People Wearing Face Masks.
Proceedings of the 16th International Conference on Control, 2020

Searching for High Accuracy Mix-Bitwidth Network Architecture.
Proceedings of the 16th International Conference on Control, 2020

GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Extreme Learning Machine With Affine Transformation Inputs in an Activation Function.
IEEE Trans. Neural Networks Learn. Syst., 2019

Design of Pipelined IIR Filters Using Two-Stage Frequency-Response Masking Technique.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

Improving the Doppler Resolution of Ground-Based Surveillance Radar for Drone Detection.
IEEE Trans. Aerosp. Electron. Syst., 2019

A Class of IIR Filters Synthesized Using Frequency-Response Masking Technique.
IEEE Signal Process. Lett., 2019

A matrix-based IRLS algorithm for the least \({l}_{p}\) -norm design of 2-D FIR filters.
Multidimens. Syst. Signal Process., 2019

Output feedback stabilization of two-dimensional fuzzy systems.
Multidimens. Syst. Signal Process., 2019

Augmented EMD for complex-valued univariate signals.
IET Signal Process., 2019

A UAV classification system based on FMCW radar micro-Doppler signature analysis.
Expert Syst. Appl., 2019

An Alternating Variable Technique for the Constrained Minimax Design of Frequency-Response-Masking Filters.
Circuits Syst. Signal Process., 2019

A Line Feature Extraction Method for Finger-Knuckle-Print Verification.
Cogn. Comput., 2019

Dual Graph Regularized Sparse Nonnegative Matrix Factorization for Data Representation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Classification of Non-Tumorous Facial Pigmentation Disorders using Deep Learning and SMOTE.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

A Low-Memory Learning Formulation for a Kernel-and-Range Network.
Proceedings of the International Joint Conference on Neural Networks, 2019

Classification of Non-Tumorous Facial Pigmentation Disorders Using Improved Smote and Transfer Learning.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Minimax Magnitude Response Approximation of Pole-radius Constrained IIR Digital Filters.
Proceedings of the IEEE International Conference on Acoustics, 2019

Medical Image Segmentation with Stochastic Aggregated Loss in a Unified U-Net.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
An Analytic Gabor Feedforward Network for Single-Sample and Pose-Invariant Face Recognition.
IEEE Trans. Image Process., 2018

Multichannel Electrocardiogram Reconstruction in Wireless Body Sensor Networks Through Weighted ℓ<sub>1, 2</sub> Minimization.
IEEE Trans. Instrum. Meas., 2018

Robust Constrained Adaptive Filtering Under Minimum Error Entropy Criterion.
IEEE Trans. Circuits Syst. II Express Briefs, 2018

Almost Tight Rational Coefficients Biorthogonal Wavelet Filters.
IEEE Signal Process. Lett., 2018

An adaptive graph learning method based on dual data representations for clustering.
Pattern Recognit., 2018

Stretchy binary classification.
Neural Networks, 2018

DOA estimation with a rotational uniform linear array (RULA) and unknown spatial noise covariance.
Multidimens. Syst. Signal Process., 2018

Micro-Doppler Mini-UAV Classification Using Empirical-Mode Decomposition Features.
IEEE Geosci. Remote. Sens. Lett., 2018

Quadratic stability analysis and robust distributed controllers design for uncertain spatially interconnected systems.
J. Frankl. Inst., 2018

Exploiting the categorical reliability difference for binary classification.
J. Frankl. Inst., 2018

Twin SVM with a reject option through ROC curve.
J. Frankl. Inst., 2018

Recent advances in machine learning for signal analysis and processing.
J. Frankl. Inst., 2018

Deterministic construction of sparse binary matrices via incremental integer optimization.
Inf. Sci., 2018

Correntropy based graph regularized concept factorization for clustering.
Neurocomputing, 2018

Extreme Learning Machine for Joint Embedding and Clustering.
Neurocomputing, 2018

Kernel based online learning for imbalance multiclass classification.
Neurocomputing, 2018

A Sequential Partial Optimization Algorithm with Guaranteed Convergence for Minimax Design of IIR Digital Filters.
Circuits Syst. Signal Process., 2018

Gradient-Free Learning Based on the Kernel and the Range Space.
CoRR, 2018

Deterministic Stretchy Regression.
CoRR, 2018

Biomedical image classification based on a cascade of an SVM with a reject option and subspace analysis.
Comput. Biol. Medicine, 2018

Classification of non-tumorous skin pigmentation disorders using voting based probabilistic linear discriminant analysis.
Comput. Biol. Medicine, 2018

An Iterative Reweighted Minimax Algorithm for the Design of FRM-based Two-channel QMF Banks.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Robust sparse nonnegative matrix factorization based on maximum correntropy criterion.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Deep CNNs for microscopic image classification by exploiting transfer learning and feature concatenation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

A Novel Relaxed ADMM with Highly Parallel Implementation for Extreme Learning Machine.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Direction finding and multipath mitigation using single antenna.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

ECG Signal Processing and Analysis for Data Arising from Rehab Patients Doing Exercises.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Grassmannian Clustering for Multivariate Time Sequences.
Proceedings of the New Trends in Computer Technologies and Applications, 2018

EMD-Based Entropy Features for micro-Doppler Mini-UAV Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Multicomponent Signal Decomposition Using Morphological Operations.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

A Bi-matrix-based Conjugate Gradient Algorithm for the WLS Design of Centro-symmetric 2-D FIR Filters.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Automatic Modulation Classification of Cochannel Signals using Deep Learning.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Robust Constrained Recursive Least P-Power Algorithm for Adaptive Filtering.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Design of Recursive Filters Using Frequency-Response Masking Technique.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

A Relaxed ADMM Algorithm for WLS Design of Linear-Phase 2D FIR Filters.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Stock Market Prediction Analysis by Incorporating Social and News Opinion and Sentiment.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

A Novel Deep Learning based Neural Network for Heartbeat Detection in Ballistocardiograph.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Instance-Based Genre-Specific Music Emotion Prediction with An EEG Setup.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Coronary Artery Segmentation by Deep Learning Neural Networks on Computed Tomographic Coronary Angiographic Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Comparing ELM with SVM in the Field of Sentiment Classification of Social Media Text Data.
Proceedings of ELM 2018, 2018

2017
A Sequential Partial Optimization Algorithm for Minimax Design of Separable-Denominator 2-D IIR Filters.
IEEE Trans. Signal Process., 2017

Density-Dependent Quantized Least Squares Support Vector Machine for Large Data Sets.
IEEE Trans. Neural Networks Learn. Syst., 2017

Constrained maximum correntropy adaptive filtering.
Signal Process., 2017

On minimal realizations of first-degree 3D systems with separable denominators.
Multidimens. Syst. Signal Process., 2017

Hybrid threshold optimization between global image and local regions in image segmentation for melasma severity assessment.
Multidimens. Syst. Signal Process., 2017

Extreme learning machine based mutual information estimation with application to time-series change-points detection.
Neurocomputing, 2017

A Gabor-based network for heterogeneous face recognition.
Neurocomputing, 2017

Ensemble-Based Risk Scoring with Extreme Learning Machine for Prediction of Adverse Cardiac Events.
Cogn. Comput., 2017

Design of IIR frequency-response masking filters with near linear phase using constrained optimization.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Automatic endosomal structure detection and localization in fluorescence microscopic images.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

LLC encoded BoW features and softmax regression for microscopic image classification.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Document image binarization via optimized hybrid thresholding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Design of orthogonal filterbanks with rational coefficients using Grobner bases.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

An EMD-based micro-Doppler signature analysis for mini-UAV blade flash reconstruction.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Design of sparse frequency-response masking filters with arbitrary delay using li-Minimization.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

An improved image segmentation method for melasma severity assessment.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Towards precise tracking of electric-mechanical cardiac time intervals through joint ECG and BCG sensing and signal processing.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Rodent brain extraction using B-spline based deformable model.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Iterative Reweighted Minimax Phase Error Designs of IIR Digital Filters With Nearly Linear Phases.
IEEE Trans. Signal Process., 2016

Driver Distraction Detection Using Semi-Supervised Machine Learning.
IEEE Trans. Intell. Transp. Syst., 2016

Meta-cognitive online sequential extreme learning machine for imbalanced and concept-drifting data classification.
Neural Networks, 2016

Data and feature mixed ensemble based extreme learning machine for medical object detection and segmentation.
Multim. Tools Appl., 2016

Weighted least squares design of 2-D FIR filters using a matrix-based generalized conjugate gradient method.
J. Frankl. Inst., 2016

Biorthogonal filter banks constructed from four halfband filters.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Two-stage structured learning approach for stable occupancy detection.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A matrix iterative algorithm for the WLS design of variable fractional delay FIR filters.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Excavation devices classification using enhanced acoustics by MVDR beamforming with a cross microphone array.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Efficient representation learning for high-dimensional imbalance data.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

A parameter-free Cauchy-Schwartz information measure for independent component analysis.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reaction-diffusion based level set method with local entropy thresholding for melasma image segmentation.
Proceedings of the 14th International Conference on Control, 2016

Investigation on driver stress utilizing ECG signals with on-board navigation systems in use.
Proceedings of the 14th International Conference on Control, 2016

Template based rodent brain extraction and atlas mapping.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Stacked Extreme Learning Machines.
IEEE Trans. Cybern., 2015

Quantitative Aspects of Single-Molecule Microscopy: Information-theoretic analysis of single-molecule data.
IEEE Signal Process. Mag., 2015

Design of Near Orthogonal Graph Filter Banks.
IEEE Signal Process. Lett., 2015

A center sliding Bayesian binary classifier adopting orthogonal polynomials.
Pattern Recognit., 2015

Discriminative clustering via extreme learning machine.
Neural Networks, 2015

Notes on minimal realizations of multidimensional systems.
Multidimens. Syst. Signal Process., 2015

Sequential extreme learning machine incorporating survival error potential.
Neurocomputing, 2015

Ensemble of subset online sequential extreme learning machine for class imbalance and concept drift.
Neurocomputing, 2015

Manifold ranking based scoring system with its application to cardiac arrest prediction: A retrospective study in emergency department patients.
Comput. Biol. Medicine, 2015

Cluster Regularized Extreme Learning Machine for Detecting Mixed-Type Distraction in Driving.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Novel real-time system design for floating-point sub-Nyquist multi-coset signal blind reconstruction.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Graph QMF with flatness constraints.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Voting based weighted online sequential extreme learning machine for imbalance multi-class classification.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Recent advances in multidimensional systems and signal processing: An overview.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Limit of the accuracy of parameter estimation for two molecules moving in close proximity.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Effects of two new features of approximate entropy and sample entropy on cardiac arrest prediction.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Performance bound of multiple hypotheses classification in compressed sensing.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

A dictionary updating scheme incorporating words elimination into Quantized Kernel Least-Mean-Squares for changing environments.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2-D DOA estimation with virtual sensors.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Analysis of patient outcome using ECG and extreme learning machine ensemble.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

An SVM based scoring evaluation system for fluorescence microscopic image classification.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Landmark recognition via sparse representation.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Towards numerical temporal-frequency system modelling of associations between electrocardiogram and ballistocardiogram.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Brain tumor grading based on Neural Networks and Convolutional Neural Networks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Hybrid classifiers ensemble with an undersampling scheme for liver tumor segmentation.
Proceedings of the 10th International Conference on Information, 2015

A finite frequency domain approach to fault detection observer design for 2-D continuous systems.
Proceedings of the 10th International Conference on Information, 2015

Passive TDOA and DOA based HF geolocation without ionosphere information.
Proceedings of the 10th International Conference on Information, 2015

Effects of noisy sounds on human stress using ECG signals: An empirical study.
Proceedings of the 10th International Conference on Information, 2015

Observer-based H∞ reliable control for 2-D fuzzy systems.
Proceedings of the 10th International Conference on Information, 2015

2014
Target Tracking in Mixed LOS/NLOS Environments Based on Individual Measurement Estimation and LOS Detection.
IEEE Trans. Wirel. Commun., 2014

Optimal Design of Constrained FIR Filters Without Phase Response Specifications.
IEEE Trans. Signal Process., 2014

Risk Scoring for Prediction of Acute Cardiac Complications from Imbalanced Clinical Data.
IEEE J. Biomed. Health Informatics, 2014

Orthogonal Wavelet Filters with Minimum RMS Bandwidth.
IEEE Signal Process. Lett., 2014

Recursive identification of time-varying systems: Self-tuning and matrix RLS algorithms.
Syst. Control. Lett., 2014

Editorial.
Multidimens. Syst. Signal Process., 2014

Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection.
BMC Medical Informatics Decis. Mak., 2014

Bayesian signal detection with compressed measurements.
Inf. Sci., 2014

Microwave power sensor calibration using direct comparison technique with different adaptors.
Proceedings of the 2014 IEEE Ninth International Conference on Intelligent Sensors, 2014

A sequential weighted least squares procedure for design of IIR filters and two-channel IIR filter banks.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Empirical survival error potential weighted least squares for binary pattern classification.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Abdominal wall extraction using constrained deformable model and abdominal context.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Generic Model and Case Studies of Microwave Power Sensor Calibration Using Direct Comparison Transfer.
IEEE Trans. Instrum. Meas., 2013

Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning.
Neural Process. Lett., 2013

Analysis and design of unknown input observers for a class of 2-D nonlinear systems.
Multidimens. Syst. Signal Process., 2013

Stability and stabilisation of linear multidimensional discrete systems in the frequency domain.
Int. J. Control, 2013

Gating and robust EKF based target tracking in mixed LOS/NLOS environments.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Influence of prior knowledge on the accuracy limit of parameter estimation in single-molecule fluorescence microscopy.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Design and application of allpass filters with equiripple group delay errors.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Voting base online sequential extreme learning machine for multi-class classification.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Individual aoameasurement detection algorithm for target tracking in mixed LOS/NLOS environments.
Proceedings of the IEEE International Conference on Acoustics, 2013

Liver tumor detection and segmentation using kernel-based extreme learning machine.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Location estimation from a single mobile rotated antenna.
Proceedings of the 9th International Conference on Information, 2013

One-vs-all for class imbalance learning.
Proceedings of the 9th International Conference on Information, 2013

2012
Minimax Phase Error Design of IIR Digital Filters With Prescribed Magnitude and Phase Responses.
IEEE Trans. Signal Process., 2012

An Intelligent Scoring System and Its Application to Cardiac Arrest Prediction.
IEEE Trans. Inf. Technol. Biomed., 2012

A New Elementary Operation Approach to Multidimensional Realization and LFR Uncertainty Modeling: The MIMO Case.
IEEE Trans. Circuits Syst. I Regul. Pap., 2012

The existence and design of functional observers for two-dimensional systems.
Syst. Control. Lett., 2012

Self-Adaptive Evolutionary Extreme Learning Machine.
Neural Process. Lett., 2012

Voting based extreme learning machine.
Inf. Sci., 2012

Road-constraint assisted target tracking in mixed LOS/NLOS environments based on TDOA measurements.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

The detection bound of the probability of error in compressed sensing using Bayesian approach.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Effect of time discretization on the limit of the accuracy of parameter estimation for moving single molecules imaged by fluorescence microscopy.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Robust unbiased H∞ filtering for uncertain two-dimensional systems.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Minimax design of nonnegative finite impulse response filters.
Proceedings of the 15th International Conference on Information Fusion, 2012

A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Patient Outcome Prediction with Heart Rate Variability and Vital Signs.
J. Signal Process. Syst., 2011

Limit of the Accuracy of Parameter Estimation for Moving Single Molecules Imaged by Fluorescence Microscopy.
IEEE Trans. Signal Process., 2011

A Sequential Minimization Procedure for Minimax Design of IIR Filters Based on Second-Order Factor Updates.
IEEE Trans. Circuits Syst. II Express Briefs, 2011

Composite Function Wavelet Neural Networks with Differential Evolution and Extreme Learning Machine.
Neural Process. Lett., 2011

A special issue in memory of Nirmal Kumar Bose: multidimensional systems and signal processing.
Multidimens. Syst. Signal Process., 2011

Coefficient-dependent direct-construction approach to realization of multidimensional systems in Roesser model.
Multidimens. Syst. Signal Process., 2011

Asymptotic unknown input observers for two-dimensional systems.
Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011

Roesser model realization of MIMO n-D systems by elementary operations.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Face Recognition Based on Kernelized Extreme Learning Machine.
Proceedings of the Autonomous and Intelligent Systems - Second International Conference, 2011

2010
Minimax design of IIR digital filters using a sequential constrained least-squares method.
IEEE Trans. Signal Process., 2010

Non-fragile <i>H</i> <sub>2</sub> and <i>H</i> <sub>∞</sub> filter designs for polytopic two-dimensional systems in Roesser model.
Multidimens. Syst. Signal Process., 2010

Composite function wavelet neural networks with extreme learning machine.
Neurocomputing, 2010

Non-fragile H∞ filter design for polytopic 2-D systems in Fornasini- Marchesini model.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Robust tracking in mixed LOS/NLOS environments.
Proceedings of the 11th International Conference on Control, 2010

2-D IIR filter bank design by an LMI approach.
Proceedings of the 11th International Conference on Control, 2010

2009
Design of arbitrary complex coefficient WLS FIR filters with group delay constraints.
IEEE Trans. Signal Process., 2009

An Efficient Coding Scheme based on Image Alignment for H.264/AVC.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

A sequential constrained least-squares method to minimax design of stable IIR digital filters.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Optimal Design of Frequency-Response Masking Filters With Reduced Group Delays.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

A Tutorial on GrÖbner Bases With Applications in Signals and Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

A direct-construction approach to multidimensional realization and LFR uncertainty modeling.
Multidimens. Syst. Signal Process., 2008

A DCT-based Change Detection Method for Multi-Temporal SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Patient classification based on pre-hospital heart rate variability.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

Precoded MIMO-SC-FDE and blind channel estimation.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008

2007
A New Constructive Procedure for 2-D Coprime Realization in Fornasini-Marchesini Model.
IEEE Trans. Circuits Syst. I Regul. Pap., 2007

Revisiting the Absolutely Minimal Realization for Two-dimensional Digital Filters.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

FRM Filter Design with Group Delay Constraint Using Second-Order Cone Programming.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006
The Cramer-Rao lower bound for bilinear systems.
IEEE Trans. Signal Process., 2006

Design of Complex FIR Filters With Reduced Group Delay Error Using Semidefinite Programming.
IEEE Signal Process. Lett., 2006

Adaptive frame skipping based on spatio-temporal complexity for low bit-rate video coding.
J. Vis. Commun. Image Represent., 2006

Speed-up simulated annealing by parallel coordinates.
Eur. J. Oper. Res., 2006

Scalable Fast Rate-Distortion Optimization for H.264/AVC.
EURASIP J. Adv. Signal Process., 2006

Characterization and design of oversampled linear phase filterbanks with rational oversampling ratio.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A scalable fast mode decision algorithm for H.264.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

FIR filter design with group delay constraint using semidefinite programming.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

On the equivalence and factorization of multivariate polynomial matrices.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Multiple Description Image Coding With Hybrid Redundancy.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006

Design of Arbitrary FIR Digital Filters with Group Delay Constraint.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006

2005
Robust H<sub>infinity</sub> filtering for Uncertain2-D continuous systems.
IEEE Trans. Signal Process., 2005

Applications and improvement of H.264 in medical video compression.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

On minor prime factorizations for n-D polynomial matrices.
IEEE Trans. Circuits Syst. II Express Briefs, 2005

Cramer-Rao lower bound for parameter estimation in nonlinear systems.
IEEE Signal Process. Lett., 2005

State Space Realization of a Three-dimensional Image Set with Application to Noise Reduction of Fluorescent Microscopy Images of Cells.
Multidimens. Syst. Signal Process., 2005

The CRLB for bilinear systems and its biomedical applications.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

An improved rate control algorithm for H.264.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A constructive procedure for multidimensional realization and LFR uncertainty modelling.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

On the identifiability of bilinear systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Generalized sidelobe cancellers with leakage constraints.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Design of complex FIR filters using the frequency-response masking approach.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

A perceptual bit allocation scheme for H.264.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
A robust algorithm for linearly constrained adaptive beamforming.
IEEE Signal Process. Lett., 2004

Robust stability and stabilisation of 2D discrete state-delayed systems.
Syst. Control. Lett., 2004

A μ Approach to Robust Stability Analysis of <i>n</i>D Discrete Systems.
Multidimens. Syst. Signal Process., 2004

Robust output feedback stabilization for two-dimensional continuous systems in roesser form.
Appl. Math. Lett., 2004

Reduced-order realization of Fornasini-Marchesini model for 2D systems.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Active array beamforming using the frequency-response masking technique.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Design of multidimensional filter banks using Grobner bases: a survey.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

A state space approach to noise reduction of 3D fluorescent microscopy images.
Proceedings of the 2004 International Conference on Image Processing, 2004

Further results on realization of 2D filters by Fornasini-Marchesini model.
Proceedings of the 8th International Conference on Control, 2004

2003
Calculation of the Fisher information matrix for multidimensional data sets.
IEEE Trans. Signal Process., 2003

Recursive adaptive algorithms for fast and rapidly time-varying systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2003

Comments on "Stability tests of N-dimensional discrete time systems using polynomial arrays.
IEEE Trans. Circuits Syst. II Express Briefs, 2003

Fast Computation of MD-DCT-IV/MD-DST-IV by MD-DWT or MD-DCT-II.
SIAM J. Sci. Comput., 2003

Signal Processing for Large Bandwidth and Long Duration Waveform SAR.
Multidimens. Syst. Signal Process., 2003

Norm and coefficient constraints for robust adaptive beamforming.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

The Fisher information matrix for two-dimensional separable-denominator continuous systems.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Global optimization of neural network weights using subenergy tunneling function and ripple search.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

The Fisher information matrix for two-dimensional data sets.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
An algebraic approach to strong stabilizability of linear nD MIMO systems.
IEEE Trans. Autom. Control., 2002

Combined Polynomial Transform and Radix-<i>q</i> Algorithm for Multi-dimensional DCT-III.
Multidimens. Syst. Signal Process., 2002

A stochastic method for minimizing functions with many minima.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Measurement time requirement for generalized cross-correlation based time-delay estimation.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

A super resolution SAR imaging method based on CSA.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Grobner bases and applications in control and systems.
Proceedings of the Seventh International Conference on Control, 2002

2001
Some algebraic aspects of the strong stabilizability of time-delay linear systems.
IEEE Trans. Autom. Control., 2001

Modeling general distributed nonstationary process and identifying time-varying autoregressive system by wavelets: theory and application.
Signal Process., 2001

A Constructive Approach to Stabilizability and Stabilization of a Class of nD Systems.
Multidimens. Syst. Signal Process., 2001

Further Results on n-D Polynomial Matrix Factorizations.
Multidimens. Syst. Signal Process., 2001

Guest Editorial.
Multidimens. Syst. Signal Process., 2001

Further results on primitive factorizations for nD polynomial matrices.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Wavelet Packet Multi-layer Perceptron for Chaotic Time Series Prediction: Effects of Weight Initialization.
Proceedings of the Computational Science - ICCS 2001, 2001

A robust speech detection algorithm in a microphone array teleconferencing system.
Proceedings of the IEEE International Conference on Acoustics, 2001

Integer sinusoidal transforms based on lifting factorization.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Feedback stabilization of MIMO nD linear systems.
IEEE Trans. Autom. Control., 2000

On nD polynomial matrix factorizations.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Time-varying autoregressive system identification using wavelets.
Proceedings of the IEEE International Conference on Acoustics, 2000

A new shape-adaptive DCT for coding of arbitrarily shaped image segments.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Feedback stabilization of MIMO 3-D linear systems.
IEEE Trans. Autom. Control., 1999

Local discriminant time-frequency atoms for signal classification.
Signal Process., 1999

Notes on <i>n</i>-D Polynomial Matrix Factorizations.
Multidimens. Syst. Signal Process., 1999

A Computational Method for Determining Strong Stabilizability of n-D Systems.
J. Symb. Comput., 1999

Matrix completion problems in multidimensional systems.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

1998
Feedback Stabilizability of MIMO n-D Linear Systems.
Multidimens. Syst. Signal Process., 1998

1995
Detection of helicopter signals using cyclostationarity.
Proceedings of the 1995 International Conference on Acoustics, 1995

1993
On primitive factorizations for n-D polynomial matrices.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993


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