Hong Yan

Orcid: 0000-0001-9661-3095

Affiliations:
  • City University of Hong Kong, Department of Electronic Engineering, Hong Kong
  • University of Sydney, School of Electrical and Information Engineering, NSW, Australia
  • Yale University, New Haven, CT, USA (PhD 1989)


According to our database1, Hong Yan authored at least 538 papers between 1990 and 2024.

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Bibliography

2024
Towards Unsupervised Domain Adaptation via Domain-Transformer.
Int. J. Comput. Vis., December, 2024

Sketch-based multiplicative updating algorithms for symmetric nonnegative tensor factorizations with applications to face image clustering.
J. Glob. Optim., August, 2024

Domain Generalization with Small Data.
Int. J. Comput. Vis., August, 2024

Learning Robust Shape Regularization for Generalizable Medical Image Segmentation.
IEEE Trans. Medical Imaging, July, 2024

An Efficient GIPM Algorithm for Computing the Smallest V-Singular Value of the Partially Symmetric Tensor.
J. Optim. Theory Appl., June, 2024

Efficient Blind Hyperspectral Unmixing Framework Based on CUR Decomposition (CUR-HU).
Remote. Sens., March, 2024

UTV decomposition of dual matrices and its applications.
Comput. Appl. Math., February, 2024

Music-Driven Choreography Based on Music Feature Clusters and Dynamic Programming.
IEEE Trans. Multim., 2024

A Regularization-Patching Dual Quaternion Optimization Method for Solving the Hand-Eye Calibration Problem.
J. Optim. Theory Appl., 2024

Detecting Artificial Intelligence-Generated images via deep trace representations and interactive feature fusion.
Inf. Fusion, 2024

MDTL-NET: Computer-generated image detection based on multi-scale deep texture learning.
Expert Syst. Appl., 2024

TSwinPose: Enhanced monocular 3D human pose estimation with JointFlow.
Expert Syst. Appl., 2024

Test-time adaptation for image compression with distribution regularization.
CoRR, 2024

Deep Signature: Characterization of Large-Scale Molecular Dynamics.
CoRR, 2024

DTR: A Unified Deep Tensor Representation Framework for Multimedia Data Recovery.
CoRR, 2024

YOLOv10 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once Series.
CoRR, 2024

Randomized algorithms for computing the tensor train approximation and their applications.
CoRR, 2024

3D Human Pose Estimation with Two-step Mixed-Training Strategy.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Efficient RRT*-based Safety-Constrained Motion Planning for Continuum Robots in Dynamic Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Multi-Explainable TemporalNet: An Interpretable Multimodal Approach using Temporal Convolutional Network for User-level Depression Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

RO-SVD: A Reconfigurable Hardware Copyright Protection Framework for AIGC Applications.
Proceedings of the 35th IEEE International Conference on Application-specific Systems, 2024

Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Exposing fake images generated by text-to-image diffusion models.
Pattern Recognit. Lett., December, 2023

Conditional Independence Induced Unsupervised Domain Adaptation.
Pattern Recognit., November, 2023

Orthonormal product quantization network for scalable face image retrieval.
Pattern Recognit., September, 2023

Ice hockey puck tracking through broadcast video.
Neurocomputing, September, 2023

An alternating shifted inverse power method for the extremal eigenvalues of fourth-order partially symmetric tensors.
Appl. Math. Lett., July, 2023

The analytic connectivity in uniform hypergraphs: Properties and computation.
Numer. Linear Algebra Appl., March, 2023

An RNN-LSTM Enhanced Compact and Affordable Micro Force Sensing System for Interventional Continuum Robots With Interchangeable End-Effector Instruments.
IEEE Trans. Instrum. Meas., 2023

Computational Methods for the Analysis and Prediction of EGFR-Mutated Lung Cancer Drug Resistance: Recent Advances in Drug Design, Challenges and Future Prospects.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

scTSSR2: Imputing Dropout Events for Single-Cell RNA Sequencing Using Fast Two-Side Self-Representation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

View-Adaptive Graph Neural Network for Action Recognition.
IEEE Trans. Cogn. Dev. Syst., 2023

Unsupervised Domain Adaptation via Deep Conditional Adaptation Network.
Pattern Recognit., 2023

SqueezExpNet: Dual-stage convolutional neural network for accurate facial expression recognition with attention mechanism.
Knowl. Based Syst., 2023

Efficient algorithms for Tucker decomposition via approximate matrix multiplication.
CoRR, 2023

Robust Cross-domain CT Image Reconstruction via Bayesian Noise Uncertainty Alignment.
CoRR, 2023

Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations.
CoRR, 2023

Exposing Computer-Generated Images Via Amplified Texture Differences Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Cross-Domain Object Classification Via Successive Subspace Alignment.
Proceedings of the IEEE International Conference on Acoustics, 2023

SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Inferring Gene Co-Expression Networks by Incorporating Prior Protein-Protein Interaction Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Identifying Gene Network Rewiring Based on Partial Correlation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Correlated Motions and Dynamics in Different Domains of Epidermal Growth Factor Receptor With L858R and T790M Mutations.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Row and Column Structure-Based Biclustering for Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Patch-Aware Deep Hyperspectral and Multispectral Image Fusion by Unfolding Subspace-Based Optimization Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

On the applicability of the Hadamard as an input modulator for problems of classification.
Softw. Impacts, 2022

Digital twin enabled optimal reconfiguration of the semi-automatic electronic assembly line with frequent changeovers.
Robotics Comput. Integr. Manuf., 2022

Edge-aware motion based facial micro-expression generation with attention mechanism.
Pattern Recognit. Lett., 2022

WC-KNNG-PC: Watershed clustering based on <i>k</i>-nearest-neighbor graph and Pauta Criterion.
Pattern Recognit., 2022

Unsupervised Domain Adaptation via Discriminative Manifold Propagation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Combined angular margin and cosine margin softmax loss for music classification based on spectrograms.
Neural Comput. Appl., 2022

Detecting double H.266/VVC compression with the same coding parameters.
Neurocomputing, 2022

Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image Detection.
CoRR, 2022

Learning with Signatures.
CoRR, 2022

Signature and Log-signature for the Study of Empirical Distributions Generated with GANs.
CoRR, 2022

Minimax principle for right eigenvalues of dual quaternion matrices and their generalized inverses.
CoRR, 2022

Imputing dropouts for single-cell RNA sequencing based on multi-objective optimization.
Bioinform., 2022

scDEA: differential expression analysis in single-cell RNA-sequencing data via ensemble learning.
Briefings Bioinform., 2022

Further results on eigenvalues of symmetric decomposable tensors from multilinear dynamical systems.
Appl. Math. Lett., 2022

Adaptive Dual Motion Model for Facial Micro-Expression Generation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Graph Neural Network and Superpixel Based Brain Tissue Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2022

A High-Performance FPGA Accelerator for CUR Decomposition.
Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 2022

Computational Analysis of Receptor-Binding Domains of SARS-CoV-2 to Reveal the Mechanism of Immune Escape.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
An Efficient Parallel Processor for Dense Tensor Computation.
IEEE Trans. Very Large Scale Integr. Syst., 2021

A Novel Regularized Model for Third-Order Tensor Completion.
IEEE Trans. Signal Process., 2021

Saliency Detection Using Deep Features and Affinity-Based Robust Background Subtraction.
IEEE Trans. Multim., 2021

Visualization of Protein-Drug Interactions for the Analysis of Drug Resistance in Lung Cancer.
IEEE J. Biomed. Health Informatics, 2021

Elastic Net Constraint-Based Tensor Model for High-Order Graph Matching.
IEEE Trans. Cybern., 2021

A Joint Graphical Model for Inferring Gene Networks Across Multiple Subpopulations and Data Types.
IEEE Trans. Cybern., 2021

Joint Transformation Learning via the L<sub>2, 1</sub>-Norm Metric for Robust Graph Matching.
IEEE Trans. Cybern., 2021

Learning Kernel for Conditional Moment-Matching Discrepancy-Based Image Classification.
IEEE Trans. Cybern., 2021

Fuzzy SLIC: Fuzzy Simple Linear Iterative Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2021

Time-Varying Differential Network Analysis for Revealing Network Rewiring over Cancer Progression.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Orthogonal Nonnegative Tucker Decomposition.
SIAM J. Sci. Comput., 2021

Deep center-based dual-constrained hashing for discriminative face image retrieval.
Pattern Recognit., 2021

Multi-deep features fusion for high-resolution remote sensing image scene classification.
Neural Comput. Appl., 2021

An Efficient Randomized Algorithm for Computing the Approximate Tucker Decomposition.
J. Sci. Comput., 2021

Randomized algorithms for the low multilinear rank approximations of tensors.
J. Comput. Appl. Math., 2021

Preliminary data-based matrix factorization approach for recommendation.
Inf. Process. Manag., 2021

Explore double-opponency and skin color for saliency detection.
Neurocomputing, 2021

Exploiting higher-order patterns for community detection in attributed graphs.
Integr. Comput. Aided Eng., 2021

Proteo-chemometrics interaction fingerprints of protein-ligand complexes predict binding affinity.
Bioinform., 2021

Differential network analysis by simultaneously considering changes in gene interactions and gene expression.
Bioinform., 2021

HiSCF: leveraging higher-order structures for clustering analysis in biological networks.
Bioinform., 2021

Computationally predicting binding affinity in protein-ligand complexes: free energy-based simulations and machine learning-based scoring functions.
Briefings Bioinform., 2021

WDNE: an integrative graphical model for inferring differential networks from multi-platform gene expression data with missing values.
Briefings Bioinform., 2021

Geometrical Features of Epidermal Growth Factor Receptor-Related Dimers Reveal the Mechanisms of Drug Resistance in Lung Cancer Patients.
IEEE Access, 2021

A Deep Learning Based Light-Weight Face Mask Detector With Residual Context Attention and Gaussian Heatmap to Fight Against COVID-19.
IEEE Access, 2021

Semantic Hierarchy Preserving Deep Hashing for Large-Scale Image Retrieval.
Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

Facial Micro-Expression Generation based on Deep Motion Retargeting and Transfer Learning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Instance Segmentation with the Number of Clusters Incorporated in Embedding Learning.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-Wise Loss.
IEEE Trans. Neural Networks Learn. Syst., 2020

Learning Multiple Parameters for Kernel Collaborative Representation Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020

Discriminative Residual Analysis for Image Set Classification With Posture and Age Variations.
IEEE Trans. Image Process., 2020

A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2020

Generalized Tensor Regression for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Generalized Conditional Domain Adaptation: A Causal Perspective With Low-Rank Translators.
IEEE Trans. Cybern., 2020

Image Correspondence With CUR Decomposition-Based Graph Completion and Matching.
IEEE Trans. Circuits Syst. Video Technol., 2020

MCNF: A Novel Method for Cancer Subtyping by Integrating Multi-Omics and Clinical Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Differential Network Analysis via Weighted Fused Conditional Gaussian Graphical Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Co-Clustering to Reveal Salient Facial Features for Expression Recognition.
IEEE Trans. Affect. Comput., 2020

The Computation of Low Multilinear Rank Approximations of Tensors via Power Scheme and Random Projection.
SIAM J. Matrix Anal. Appl., 2020

Hypergraph Clustering Using a New Laplacian Tensor with Applications in Image Processing.
SIAM J. Imaging Sci., 2020

Deep eigen-filters for face recognition: Feature representation via unsupervised multi-structure filter learning.
Pattern Recognit., 2020

Sparse regularized low-rank tensor regression with applications in genomic data analysis.
Pattern Recognit., 2020

Contour and region harmonic features for sub-local facial expression recognition.
J. Vis. Commun. Image Represent., 2020

Superpixel Based Hierarchical Segmentation for Color Image.
IEICE Trans. Inf. Syst., 2020

Saliency detection via multiple-morphological and superpixel based fast fuzzy C-mean clustering network.
Expert Syst. Appl., 2020

Human Expression Recognition using Facial Shape Based Fourier Descriptors Fusion.
CoRR, 2020

Domain Adaptation and Image Classification via Deep Conditional Adaptation Network.
CoRR, 2020

Joint reconstruction of multiple gene networks by simultaneously capturing inter-tumor and intra-tumor heterogeneity.
Bioinform., 2020

scTSSR: gene expression recovery for single-cell RNA sequencing using two-side sparse self-representation.
Bioinform., 2020

Elasticity M-tensors and the strong ellipticity condition.
Appl. Math. Comput., 2020

Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Hybrid Separable Convolutional Inception Residual Network for Human Facial Expression Recognition.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

Quantized Separable Residual Network for Facial Expression Recognition on FPGA.
Proceedings of the Cognitive Systems and Signal Processing - 5th International Conference, 2020

2019
Feature Selection Based on Tensor Decomposition and Object Proposal for Night-Time Multiclass Vehicle Detection.
IEEE Trans. Syst. Man Cybern. Syst., 2019

Joint Learning of Multiple Differential Networks With Latent Variables.
IEEE Trans. Cybern., 2019

EmDL: Extracting miRNA-Drug Interactions from Literature.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

DrPOCS: Drug Repositioning Based on Projection Onto Convex Sets.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Clustering based one-to-one hypergraph matching with a large number of feature points.
Signal Process. Image Commun., 2019

A unified formulation of a class of graph matching techniques.
Pattern Recognit., 2019

Directional statistics-based deep metric learning for image classification and retrieval.
Pattern Recognit., 2019

Hyperspectral document image processing: Applications, challenges and future prospects.
Pattern Recognit., 2019

A high performance hardware architecture for non-negative tensor factorization.
Microelectron. J., 2019

High performance hardware architecture for singular spectrum analysis of Hankel tensors.
Microprocess. Microsystems, 2019

Singular value decomposition based recommendation using imputed data.
Knowl. Based Syst., 2019

Multiscale co-clustering for tensor data based on canonical polyadic decomposition and slice-wise factorization.
Inf. Sci., 2019

Semantic Hierarchy Preserving Deep Hashing for Large-scale Image Retrieval.
CoRR, 2019

3DMMS: robust 3D Membrane Morphological Segmentation of C. elegans embryo.
BMC Bioinform., 2019

EnImpute: imputing dropout events in single-cell RNA-sequencing data via ensemble learning.
Bioinform., 2019

DiffNetFDR: differential network analysis with false discovery rate control.
Bioinform., 2019

Molecular subtyping of cancer: current status and moving toward clinical applications.
Briefings Bioinform., 2019

Superpixel Tensor Pooling for Visual Tracking Using Multiple Midlevel Visual Cues Fusion.
IEEE Access, 2019

Parametric Models for Understanding Atomic Trajectories in Different Domains of Lung Cancer Causing Protein.
IEEE Access, 2019

Manifold Extraction in Fluorescent Stack via Deep Learning.
Proceedings of the 15th International Conference on Signal-Image Technology & Internet-Based Systems, 2019

Improve L2-normalized Softmax with Exponential Moving Average.
Proceedings of the International Joint Conference on Neural Networks, 2019

Hyperspectral Image Classification Via Tensor Ridge Regression.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Human expression recognition using facial shape based Fourier descriptors fusion.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Improved Superpixel-Based Fast Fuzzy C-Means Clustering for Image Segmentation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

New Insights to Hydrogen Bonds to Provide Stability in the EGFR Related to Non-small Cell Lung Cancer.
Proceedings of the 11th International Conference on Bioinformatics and Biomedical Technology, 2019

Computational Analysis of Structural Dynamics of EGFR and its Mutants.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Stability Investigation Using Hydrogen Bonds for Different Mutations and Drug Resistance in Non-Small Cell Lung Cancer Patients.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

An Efficient Application Specific Instruction Set Processor (ASIP) for Tensor Computation.
Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019

2018
Bayes Saliency-Based Object Proposal Generator for Nighttime Traffic Images.
IEEE Trans. Intell. Transp. Syst., 2018

Tensor Decomposition of Gait Dynamics in Parkinson's Disease.
IEEE Trans. Biomed. Eng., 2018

Adaptive clustering algorithm based on <i>k</i>NN and density.
Pattern Recognit. Lett., 2018

Computing the p-Spectral Radii of Uniform Hypergraphs with Applications.
J. Sci. Comput., 2018

A quadratic penalty method for hypergraph matching.
J. Glob. Optim., 2018

Cascade feature selection and coarse-to-fine mechanism for nighttime multiclass vehicle detection.
J. Electronic Imaging, 2018

Discriminative tracking via supervised tensor learning.
Neurocomputing, 2018

Fuzzy mixed-prototype clustering algorithm for microarray data analysis.
Neurocomputing, 2018

Multi-class fruit detection based on image region selection and improved object proposals.
Neurocomputing, 2018

Prediction of sensitivity to gefitinib/erlotinib for EGFR mutations in NSCLC based on structural interaction fingerprints and multilinear principal component analysis.
BMC Bioinform., 2018

DiffGraph: an R package for identifying gene network rewiring using differential graphical models.
Bioinform., 2018

Tagrec-CMTF: Coupled Matrix and Tensor Factorization for Tag Recommendation.
IEEE Access, 2018

Constructing Dynamic Topic Models Based on Variational Autoencoder and Factor Graph.
IEEE Access, 2018

Accurate Cell Segmentation Based on Biological Morphology Features.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Saliency detection by using blended membership maps of fast fuzzy-C-mean clustering.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

2017
Nighttime Vehicle Detection Based on Bio-Inspired Image Enhancement and Weighted Score-Level Feature Fusion.
IEEE Trans. Intell. Transp. Syst., 2017

Sliced Inverse Regression With Adaptive Spectral Sparsity for Dimension Reduction.
IEEE Trans. Cybern., 2017

An Eigen-Binding Site Based Method for the Analysis of Anti-EGFR Drug Resistance in Lung Cancer Treatment.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

An online spatio-temporal tensor learning model for visual tracking and its applications to facial expression recognition.
Expert Syst. Appl., 2017

Node-based differential network analysis in genomics.
Comput. Biol. Chem., 2017

A multi-network clustering method for detecting protein complexes from multiple heterogeneous networks.
BMC Bioinform., 2017

Incorporating prior information into differential network analysis using non-paranormal graphical models.
Bioinform., 2017

Inference of cellular level signaling networks using single-cell gene expression data in Caenorhabditis elegans reveals mechanisms of cell fate specification.
Bioinform., 2017

Detection of correlated co-clusters in tensor data based on the slice-wise factorization.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

2016
Text-Independent Phoneme Segmentation Combining EGG and Speech Data.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

A study on the discriminating characteristics of Gabor phase-face and an improved method for face recognition.
Int. J. Mach. Learn. Cybern., 2016

A Probabilistic Relaxation Labeling (PRL) Based Method for C. elegans Cell Tracking in Microscopic Image Sequences.
IEEE J. Sel. Top. Signal Process., 2016

Fruit classification based on weighted score-level feature fusion.
J. Electronic Imaging, 2016

Combining Region-of-Interest Extraction and Image Enhancement for Nighttime Vehicle Detection.
IEEE Intell. Syst., 2016

Comparative analysis of housekeeping and tissue-specific driver nodes in human protein interaction networks.
BMC Bioinform., 2016

Regularized logistic regression with network-based pairwise interaction for biomarker identification in breast cancer.
BMC Bioinform., 2016

Protein complex detection based on partially shared multi-view clustering.
BMC Bioinform., 2016

A two-layer integration framework for protein complex detection.
BMC Bioinform., 2016

Singular vector decomposition based hybrid pattern search - An efficient co-clustering method.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Analysis of drug resistance in non-small-cell lung cancer based on singular value decomposition.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Feature selection based on co-clustering for effective facial expression recognition.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

Identifying protein complexes via multi-network clustering.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis.
IEEE Trans. Knowl. Data Eng., 2015

Recommender systems based on social networks.
J. Syst. Softw., 2015

Mining of protein-protein interfacial residues from massive protein sequential and spatial data.
Fuzzy Sets Syst., 2015

Decoding the EGFR mutation-induced drug resistance in lung cancer treatment by local surface geometric properties.
Comput. Biol. Medicine, 2015

EGFR Mutant Structural Database: computationally predicted 3D structures and the corresponding binding free energies with gefitinib and erlotinib.
BMC Bioinform., 2015

Local Topology Preserved Tensor Models for Graph Matching.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Computational Evaluation of EGFR Dynamic Characteristics in Mutation-Induced Drug Resistance Prediction.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Gene regulatory effects inference for cell fate determination based on single-cell resolution data.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

Engineering education in China.
Proceedings of the International Conference on Interactive Collaborative Learning, 2015

C. elegans cell matching and tracking in a 4D imageing system.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Design Exploration of Geometric Biclustering for Microarray Data Analysis in Data Mining.
IEEE Trans. Parallel Distributed Syst., 2014

A Machine Learning Approach to Improve Contactless Heart Rate Monitoring Using a Webcam.
IEEE J. Biomed. Health Informatics, 2014

A Bicluster-Based Bayesian Principal Component Analysis Method for Microarray Missing Value Estimation.
IEEE J. Biomed. Health Informatics, 2014

Dimensionality reduction and topographic mapping of binary tensors.
Pattern Anal. Appl., 2014

Retina based biometric authentication using phase congruency.
Int. J. Mach. Learn. Cybern., 2014

An FPGA based scalable architecture of a stochastic state point process filter (SSPPF) to track the nonlinear dynamics underlying neural spiking.
Microelectron. J., 2014

Fast prediction of protein-protein interaction sites based on Extreme Learning Machines.
Neurocomputing, 2014

GPU-based biclustering for microarray data analysis in neurocomputing.
Neurocomputing, 2014

Genome-wide nucleosome detection based on the dinucleotide position frequencies.
Int. J. Data Min. Bioinform., 2014

Detecting overlapping protein complexes based on a generative model with functional and topological properties.
BMC Bioinform., 2014

Alpha shape and Delaunay triangulation in studies of protein-related interactions.
Briefings Bioinform., 2014

Recognizing Bangladeshi Currency for Visually Impaired.
Proceedings of the Machine Learning and Cybernetics, 2014

2013
Autoregressive and Iterative Hidden Markov Models for Periodicity Detection and Solenoid Structure Recognition in Protein Sequences.
IEEE J. Biomed. Health Informatics, 2013

Identification of DNA-Binding and Protein-Binding Proteins Using Enhanced Graph Wavelet Features.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A Flexible and Customizable Architecture for the Relaxation Labeling Algorithm.
IEEE Trans. Circuits Syst. II Express Briefs, 2013

Transcriptional Protein-Protein Cooperativity in POU/HMG/DNA Complexes Revealed by Normal Mode Analysis.
Comput. Math. Methods Medicine, 2013

A novel cell nuclei segmentation method for 3D C. elegans embryonic time-lapse images.
BMC Bioinform., 2013

An efficient searching algorithm based on local shape complementarity of hydrogen bonds and relaxation labeling for protein-ligand docking.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Noise filtering and occurrence identification of mouse ultrasonic vocalization call.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Bangla text processing and recognition based on Fuzzy unsupervised Feature Extraction and SVM.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Prediction of anti-EGFR drug resistance base on binding free energy and hydrogen bond analysis.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

2012
Coupled Kernel Embedding for Low-Resolution Face Image Recognition.
IEEE Trans. Image Process., 2012

Biomarker Identification and Cancer Classification Based on Microarray Data Using Laplace Naive Bayes Model with Mean Shrinkage.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Hypergraph based geometric biclustering algorithm.
Pattern Recognit. Lett., 2012

Exon prediction using empirical mode decomposition and Fourier transform of structural profiles of DNA sequences.
Pattern Recognit., 2012

Robust classification using ℓ<sub>2, 1</sub>-norm based regression model.
Pattern Recognit., 2012

Noise reduction in microarray gene expression data based on spectral analysis.
Int. J. Mach. Learn. Cybern., 2012

A hierarchical multilevel thresholding method for edge information extraction using fuzzy entropy.
Int. J. Mach. Learn. Cybern., 2012

Hybrid method for the analysis of time series gene expression data.
Knowl. Based Syst., 2012

Selection and mapping of DNA structural features for short gene recognition.
Int. J. Data Min. Bioinform., 2012

Rapid Feature Extraction for Optical Character Recognition
CoRR, 2012

Analysis of ligand binding sites using alpha shapes.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

A graph spectrum framework for optimizing the combination process of geometric biclustering.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Transcriptional cooperativity in molecular dynamics based on normal mode analysis.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Dermatological disease diagnosis using color-skin images.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Fundus phase congruency based biometrics system.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Measurement of retinal arteriolar diameters from auto scale phase congruency with fuzzy weighting and L1 Regularization.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Finding Correlated Biclusters from Gene Expression Data.
IEEE Trans. Knowl. Data Eng., 2011

Searching for Coexpressed Genes in Three-Color cDNA Microarray Data Using a Probabilistic Model-Based Hough Transform.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

High speed detection of retinal blood vessels in fundus image using phase congruency.
Soft Comput., 2011

Unified formulation of linear discriminant analysis methods and optimal parameter selection.
Pattern Recognit., 2011

Performance evaluation and comparison of PCA Based human face recognition methods for distorted images.
Int. J. Mach. Learn. Cybern., 2011

BSN: An automatic generation algorithm of social network data.
J. Syst. Softw., 2011

An Improved Position Weight Matrix method based on an entropy measure for the recognition of prokaryotic promoters.
Int. J. Data Min. Bioinform., 2011

Detection and 2-Dimensional display of short tandem repeats based on signal decomposition.
Int. J. Data Min. Bioinform., 2011

Integration of clustering and biclustering procedures for analysis of large DNA microarray datasets.
Int. J. Comput. Biol. Drug Des., 2011

Short Exon Detection in DNA Sequences Based on Multifeature Spectral Analysis.
EURASIP J. Adv. Signal Process., 2011

Missing value imputation for gene expression data: computational techniques to recover missing data from available information.
Briefings Bioinform., 2011

Correlated structural features and their applications to exon recognition in DNA seqeunces.
Proceedings of the IEEE International Conference on Systems, 2011

Analysis of nucleosome structures based on molecular dynamics.
Proceedings of the IEEE International Conference on Systems, 2011

Face recognition accuracy of Gabor phase representations at different scales and orientations.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Rapid feature extraction for Bangla handwritten digit recognition.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Blood cell image segmentation based on the Hough transform and fuzzy curve tracing.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

ℓ2;1-norm based Regression for Classification.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Low resolution facial image recognition via multiple kernel criterion.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Framelet Kernels With Applications to Support Vector Regression and Regularization Networks.
IEEE Trans. Syst. Man Cybern. Part B, 2010

SCS: Signal, Context, and Structure Features for Genome-Wide Human Promoter Recognition.
IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Clustering of temporal gene expression data by regularized spline regression and an energy based similarity measure.
Pattern Recognit., 2010

The theoretic framework of local weighted approximation for microarray missing value estimation.
Pattern Recognit., 2010

Delineating low-count defective-contour SPECT lung scans for PE diagnosis using adaptive dual exponential thresholding and active contours.
Int. J. Imaging Syst. Technol., 2010

Multiconstrained gene clustering based on generalized projections.
BMC Bioinform., 2010

A discriminatory function for prediction of protein-DNA interactions based on alpha shape modeling.
Bioinform., 2010

Correlation-based cluster-space transform for major adverse cardiac event prediction.
Proceedings of the IEEE International Conference on Systems, 2010

Temporal Gene Expression Profiles Reconstruction by Support Vector Regression and Framelet Kernel.
Proceedings of the Advances in Neural Networks, 2010

Gene time series data clustering based on continuous representations and an energy based similarity measure.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Principal component analysis of nucleosome DNA conformational data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Identifying periodicity of microarray gene expression profiles by autoregressive modeling and spectral estimation.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Multilinear Decomposition and Topographic Mapping of Binary Tensors.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Prediction of DNA-binding protein based on alpha shape modeling.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

Position-specific deformation pattern of the nucleosome DNA revealed by principal component analysis and sequence alignment-based statistics.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Geometric biclustering analysis of DNA microarray data based on hypergraph partitioning.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Autoregressive modeling of DNA features for short exon recognition.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009
Cluster Analysis of Gene Expression Data.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Detection of Tandem Repeats in DNA Sequences Based on Parametric Spectral Estimation.
IEEE Trans. Inf. Technol. Biomed., 2009

Autoregressive-Model-Based Missing Value Estimation for DNA Microarray Time Series Data.
IEEE Trans. Inf. Technol. Biomed., 2009

Recovery of upper body poses in static images based on joints detection.
Pattern Recognit. Lett., 2009

A probabilistic relaxation labeling framework for reducing the noise effect in geometric biclustering of gene expression data.
Pattern Recognit., 2009

Statistical power of Fisher test for the detection of short periodic gene expression profiles.
Pattern Recognit., 2009

A fuzzy biclustering algorithm for social annotations.
J. Inf. Sci., 2009

An Empirical Study on the Characteristics of Gabor Representations for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2009

Study of microarray time series data based on Forward-Backward Linear Prediction and Singular Value Decomposition.
Int. J. Data Min. Bioinform., 2009

Towards accurate human promoter recognition: a review of currently used sequence features and classification methods.
Briefings Bioinform., 2009

Reliable Detection of Short Periodic Gene Expression Time Series Profiles in DNA Microarray Data.
Proceedings of the IEEE International Conference on Systems, 2009

Probabilistic Model Based Hough Transform for Detection of Co-expression Patterns in Three-Color cDNA Microarray Data.
Proceedings of the International Joint Conferences on Bioinformatics, 2009

2008
Bicluster Analysis of Currency Exchange Rates.
Proceedings of the Soft Computing Applications in Business, 2008

A Regularized Clustering Algorithm Based on Calculus of Variations.
J. Signal Process. Syst., 2008

A Novel Vessel Segmentation Algorithm for Pathological Retina Images Based on the Divergence of Vector Fields.
IEEE Trans. Medical Imaging, 2008

Feature Extraction and Uncorrelated Discriminant Analysis for High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2008

Clothing segmentation using foreground and background estimation based on the constrained Delaunay triangulation.
Pattern Recognit., 2008

Supervised classification of share price trends.
Inf. Sci., 2008

Image processing and reconstruction of cultured neuron skeletons.
Int. J. Hybrid Intell. Syst., 2008

Segmentation of short human exons based on spectral features of double curves.
Int. J. Data Min. Bioinform., 2008

Spectral analysis of microarray gene expression time series data of Plasmodium falciparum.
Int. J. Bioinform. Res. Appl., 2008

Multivariate hierarchical Bayesian model for differential gene expression analysis in microarray experiments.
BMC Bioinform., 2008

Discovering biclusters in gene expression data based on high-dimensional linear geometries.
BMC Bioinform., 2008

Mining functional biclusters of DNA microarray gene expression data.
Proceedings of the IEEE International Conference on Systems, 2008

Clustering of DNA microarray temporal data based on the autoregressive model.
Proceedings of the IEEE International Conference on Systems, 2008

Robust clustering algorithm for high dimensional data classification based on multiple supports.
Proceedings of the International Joint Conference on Neural Networks, 2008

Fuzzy biclustering for DNA microarray data analysis.
Proceedings of the FUZZ-IEEE 2008, 2008

An evolutionary algorithm for discovering biclusters in gene expression data of breast cancer.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Assessment of Microarray Data Clustering Results Based on a New Geometrical Index for Cluster Validity.
Soft Comput., 2007

A curve tracing algorithm using level set based affine transform.
Pattern Recognit. Lett., 2007

Special section on visual information processing.
Pattern Recognit., 2007

Local Discriminant Wavelet Packet Coordinates for Face Recognition.
J. Mach. Learn. Res., 2007

A new automated delineation method for SPECT lung scans using adaptive dual-exponential thresholding.
Int. J. Imaging Syst. Technol., 2007

HoughFeature, a novel method for assessing drug effects in three-color cDNA microarray experiments.
BMC Bioinform., 2007

Spectral estimation in unevenly sampled space of periodically expressed microarray time series data.
BMC Bioinform., 2007

OMWSA: detection of DNA repeats using moving window spectral analysis.
Bioinform., 2007

A novel dimensionality reduction method for pattern classification.
Proceedings of the IEEE International Conference on Systems, 2007

Modeling Uncertain Speech Sequences Using Type-2 Fuzzy Hidden Markov Models.
Proceedings of the Advances in Multimedia Information Processing, 2007

On a New Class of Framelet Kernels for Support Vector Regression and Regularization Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Biclustering of Microarray Data Based on Singular Value Decomposition.
Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

Image Recovery from Broken Image Streams.
Proceedings of the International Conference on Image Processing, 2007

A New Strategy of Geometrical Biclustering for Microarray Data Analysis.
Proceedings of 5th Asia-Pacific Bioinformatics Conference, 2007

An Effective Promoter Detection Method using the Adaboost Algorithm.
Proceedings of 5th Asia-Pacific Bioinformatics Conference, 2007

2006
A faster converging snake algorithm to locate object boundaries.
IEEE Trans. Image Process., 2006

Spectral Pattern Comparison Methods for Cancer Classification Based on Microarray Gene Expression Data.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Modelling and combining emotions, visual speech and gestures in virtual head models.
Signal Process. Image Commun., 2006

A POCS-based constrained total least squares algorithm for image restoration.
J. Vis. Commun. Image Represent., 2006

Spectral similarity for analysis of DNA microarray time-series data.
Int. J. Data Min. Bioinform., 2006

PromoterExplorer: an effective promoter identification method based on the AdaBoost algorithm.
Bioinform., 2006

Autoregressive Models for Spectral Analysis of Short Tandem Repeats in DNA Sequences.
Proceedings of the IEEE International Conference on Systems, 2006

LPC-VQ based Hidden Markov Models for Similarity Searching in DNA Sequences.
Proceedings of the IEEE International Conference on Systems, 2006

Periodicity Identification of Microarray Time Series Data based on Spectral Analysis.
Proceedings of the IEEE International Conference on Systems, 2006

Dynamic Analysis and Recognition of Cell-Cycle Screening Based on Morphological Structures.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Improved Clustering Algorithm Based on Calculus of Variation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Microarray Missing Data Imputation based on a Set Theoretic Framework and Biological Constraints.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Detecting Periodically Expressed Genes based on Time-frequency Analysis and L-curve Method.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Parametric Spectral Analysis of Malaria Gene Expression Time Series Data.
Proceedings of the Computational Life Sciences II, 2006

2005
Face recognition using the weighted fractal neighbor distance.
IEEE Trans. Syst. Man Cybern. Part C, 2005

Image Segmentation Based on Adaptive Cluster Prototype Estimation.
IEEE Trans. Fuzzy Syst., 2005

A deblocking method for BDCT compressed images based on adaptive projections.
IEEE Trans. Circuits Syst. Video Technol., 2005

POCS-based blocking artifacts suppression using a smoothness constraint set with explicit region modeling.
IEEE Trans. Circuits Syst. Video Technol., 2005

Pattern recognition techniques for the emerging field of bioinformatics: A review.
Pattern Recognit., 2005

Human Face Animation Based on Video Analysis, with Applications to Mobile Entertainment.
J. Mobile Multimedia, 2005

A smoothness constraint set based on local statistics of BDCT coefficients for image postprocessing.
Image Vis. Comput., 2005

Effective statistical features for coding and non-coding DNA sequence classification for yeast, C. elegans and human.
Int. J. Bioinform. Res. Appl., 2005

A new cluster validity index for data with merged clusters and different densities.
Proceedings of the IEEE International Conference on Systems, 2005

OPTOC-Based Clustering Analysis of Gene Expression Profiles in Spectral Space.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Mean Shift and Morphology Based Segmentation Scheme for DNA Microarray Images.
Proceedings of the Advances in Intelligent Computing, 2005

Efficient Matching and Retrieval of Gene Expression Time Series Data Based on Spectral Information.
Proceedings of the Computational Science and Its Applications, 2005

DNA microarray image processing based on minimum error segmentation and histogram analysis.
Proceedings of the Color Imaging X: Processing, Hardcopy, and Applications, San Jose, 2005

2004
A Computational Approach to Gene Expression Data Extraction and Analysis.
J. VLSI Signal Process., 2004

Convergence condition and efficient implementation of the fuzzy curve-tracing (FCT) algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Cluster analysis of gene expression data based on self-splitting and merging competitive learning.
IEEE Trans. Inf. Technol. Biomed., 2004

Blocking artifacts suppression in block-coded images using overcomplete wavelet representation.
IEEE Trans. Circuits Syst. Video Technol., 2004

Fingerprint classification based on extraction and analysis of singularities and pseudo ridges.
Pattern Recognit., 2004

Location of title and author regions in document images based on the Delaunay triangulation.
Image Vis. Comput., 2004

Newspaper layout analysis incorporating connected component separation.
Image Vis. Comput., 2004

Dominant spectral component analysis for transcriptional regulations using microarray time-series data.
Bioinform., 2004

Lip-Sync in Human Face Animation Based on Video Analysis and Spline Models.
Proceedings of the 10th International Multimedia Modeling Conference (MMM 2004), 2004

Connected Pattern Segmentation and Title Grouping in Newspaper Images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Selection of Statistical Features Based on Mutual Information for Classification of Human Coding and Non-coding DNA Sequences.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Missing Microarray Data Estimation Based on Projection onto Convex Sets Method.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Complex curve tracing based on a minimum spanning tree model and regularized fuzzy clustering.
Proceedings of the 2004 International Conference on Image Processing, 2004

Extraction of Glasses in Human Face Images.
Proceedings of the Biometric Authentication, First International Conference, 2004

Image restoration based on constrained total least squares.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Measuring Correlation between Microarray Time-series Data using Dominant Spectrum Component.
Proceedings of the Second Asia-Pacific Bioinformatics Conference (APBC 2004), 2004

2003
Gene expression data clustering and visualization based on a binary hierarchical clustering framework.
J. Vis. Lang. Comput., 2003

An Adaptive Spatial Fuzzy Clustering Algorithm for 3D MR Image Segmentation.
IEEE Trans. Medical Imaging, 2003

Modeling of deformation using NURBS curves as controller.
Signal Process. Image Commun., 2003

Two-stage segmentation of unconstrained handwritten Chinese character.
Pattern Recognit., 2003

Text region extraction in a document image based on the Delaunay tessellation.
Pattern Recognit., 2003

Robust adaptive spot segmentation of DNA microarray images.
Pattern Recognit., 2003

Stability and style-variation modeling for on-line signature verification.
Pattern Recognit., 2003

Blocking artifact reduction in compressed images based on edge-adaptive quadrangle meshes.
J. Vis. Commun. Image Represent., 2003

NURBS curve controlled modelling for facial animation.
Comput. Graph., 2003

Model-based smoothing for reducing artifacts in compressed images.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Adaptive fuzzy segmentation of 3D MR brain images.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Face Boundary Extraction.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

Text String Extraction in Delaunay Triangulation.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

Microarray Image Processing Based on Clustering and Morphological Analysis.
Proceedings of the First Asia-Pacific Bioinformatics Conference (APBC 2003), 2003

Gene Expression Data Clustering and Visualization Based on a Binary Heirarchical Clustering Framework.
Proceedings of the First Asia-Pacific Bioinformatics Conference (APBC 2003), 2003

2002
Artifact reduction in compressed images based on region homogeneity constraints using the projection onto convex sets algorithm.
IEEE Trans. Circuits Syst. Video Technol., 2002

Modeling and animation of human expressions using NURBS curves based on facial anatomy.
Signal Process. Image Commun., 2002

Loop-free snakes for highly irregular object shapes.
Pattern Recognit. Lett., 2002

The fractal neighbor distance measure.
Pattern Recognit., 2002

Attractable snakes based on the greedy algorithm for contour extraction.
Pattern Recognit., 2002

Off-line signature verification using structural feature correspondence.
Pattern Recognit., 2002

Robust topology-adaptive snakes for image segmentation.
Image Vis. Comput., 2002

Line Extraction Using Image Carving..
Proceedings of the Visualisation 2002, 2002

An Effective Multilevel Thresholding Approach Using Conditional Probability Entropy and Genetic Algorithm.
Proceedings of the Visualisation 2002, 2002

A POCS-Based Method for Reducing Artifacts in BDCT Compressed Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Skeletonization of ribbon-like shapes based on regularity and singularity analyses.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Fuzzy curve-tracing algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2001

A technique of three-level thresholding based on probability partition and fuzzy 3-partition.
IEEE Trans. Fuzzy Syst., 2001

An efficient wavelet-based deblocking algorithm for highly compressed images.
IEEE Trans. Circuits Syst. Video Technol., 2001

Interword distance changes represented by sine waves for watermarking text images.
IEEE Trans. Circuits Syst. Video Technol., 2001

Object recognition based on fractal neighbor distance.
Signal Process., 2001

An adaptive split-and-merge method for binary image contour data compression.
Pattern Recognit. Lett., 2001

Shape skeletonization by identifying discrete local symmetries.
Pattern Recognit., 2001

A nonlinear neural network model of mixture of local principal component analysis: application to handwritten digits recognition.
Pattern Recognit., 2001

Separation of touching handwritten multi-numeral strings based on morphological structural features.
Pattern Recognit., 2001

Reconstruction of broken handwritten digits based on structural morphological features.
Pattern Recognit., 2001

Human Face Image Processing Techniques.
Int. J. Image Graph., 2001

Image Analysis for Digital Media Applications (Tutorial).
IEEE Computer Graphics and Applications, 2001

Time-series prediction based on pattern classification.
Artif. Intell. Eng., 2001

Reduction of Artifacts in Cosine Transform Coded Images.
Proceedings of the Visualisation 2001, 2001

Fingerprint Classification Based on Extraction and Analysis of Singularities and Pseudoridges.
Proceedings of the Visualisation 2001, 2001

Hidden Line Removal for 2D Cartoon Images.
Proceedings of the Visualisation 2001, 2001

Facial Feature Location with Delaunay Triangulation/Voronoi Diagram Calculation.
Proceedings of the Visualisation 2001, 2001

Newspaper Document Analysis Featuring Connected Line Segmentation.
Proceedings of the Visualisation 2001, 2001

A Hierarchical Approach in Multilevel Thresholding Based on Maximum Entropy and Bayes' Formula.
Proceedings of the Visualisation 2001, 2001

An Adaptive Fuzzy Clustering Algorithm for Medical Image Segmentation.
Proceedings of the Medical Imaging and Augmented Reality: First International Workshop, 2001

Techniques for modelling and training multimedia expressive talking heads.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Detection of Curved Text Path Based on the Fuzzy Curve-Tracing (FCT) Algorithm.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Line Object Matching Based on Fuzzy Similarities.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Adaptive Spatially Constrained Fuzzy Clustering for Image Segmentation.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Cartoon Image Vectorization Based on Shape Subdivision.
Proceedings of the Computer Graphics International 2001 (CGI'01), 2001

Region Matching and Optimal Matching Pair Theorem.
Proceedings of the Computer Graphics International 2001 (CGI'01), 2001

3D Animated Movie Actor Training Using Fuzzy Logic.
Proceedings of the Computer Graphics International 2001 (CGI'01), 2001

Modeling of Facial Expressions Using NURBS Curves.
Proceedings of the Active Media Technology, 6th International Computer Science Conference, 2001

2000
A new method for ROI extraction from motion affected MR images based on suppression of artifacts in the image background.
Signal Process., 2000

An adaptive thresholding method for binarization of blueprint images.
Pattern Recognit. Lett., 2000

A hybrid method for unconstrained handwritten numeral recognition by combining structural and neural "gas" classifiers.
Pattern Recognit. Lett., 2000

Stroke extraction as pre-processing step to improve thinning results of Chinese characters.
Pattern Recognit. Lett., 2000

Content-lossless document image compression based on structural analysis and pattern matching.
Pattern Recognit., 2000

An adaptive logical method for binarization of degraded document images.
Pattern Recognit., 2000

Vectorization of Cartoon Drawings.
Proceedings of the Visualisation 2000, 2000

Region Matching by Optimal Fuzzy Dissimilarity.
Proceedings of the Visualisation 2000, 2000

A Fuzzy Rule-Based Interactive Methodology for Training Multimedia Actors.
Proceedings of the Visualisation 2000, 2000

Comparison of Five Conditional Probabilities in 2-Level Image Threshold Based on Bayesian Formulation.
Proceedings of the Visualisation 2000, 2000

Modeling and training emotional talking faces of virtual actors in synthetic movies.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Line Image Vectorization Based on Shape Partitioning and Merging.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Robust Document Processing System Combining Image Segmentation with Content-Based Document Compression.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Object Recognition Using Fractal Neighbor Distance: Eventual Convergence and Recognition Rates.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Document Page Segmentation and Layout Analysis Using Soft Ordering.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Comparison of Face Verification Results on the XM2VTS Database.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Signature Verification using Fractal Transformation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Analysis and Reconstruction of Broken Handwritten Digits.
Proceedings of the 2000 International Conference on Image Processing, 2000

Determining and Controlling Convergence in Fractal Image Coding.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Analysis of stroke structures of handwritten Chinese characters.
IEEE Trans. Syst. Man Cybern. Part B, 1999

Handwritten digit recognition by adaptive-subspace self-organizing map (ASSOM).
IEEE Trans. Neural Networks, 1999

A fast method for estimation of object rotation function in MRI using a similarity criterion among k-space overlap data.
Signal Process., 1999

Pattern skeletonization using run-length-wise processing for intersection distortion problem.
Pattern Recognit. Lett., 1999

Mending broken handwriting with a macrostructure analysis method to improve recognition.
Pattern Recognit. Lett., 1999

Construction of partitioning paths for touching handwritten characters.
Pattern Recognit. Lett., 1999

Extracting strokes from static line images based on selective searching.
Pattern Recognit., 1999

Automatic human face detection and recognition under non-uniform illumination.
Pattern Recognit., 1999

Locating head and face boundaries for head-shoulder images.
Pattern Recognit., 1999

Color image segmentation using fuzzy integral and mountain clustering.
Fuzzy Sets Syst., 1999

A Region-Based Scheme Using RKLT and Predictive Classified Vector Quantization.
Comput. Vis. Image Underst., 1999

A new skeletonization algorithm based on constrained Delaunay triangulation.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Adaptive thresholding method for binarization blueprint images.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

Graphic matching based on constrained Voronoi diagrams.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

An adaptive split-and-merge method for smoothing and compression of image contours.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

ROI extraction from motion affected MR images by suppression of blurring and motion artifacts in the image background.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

An emotional viseme compiler for facial animation.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

A new stock price prediction method based on pattern classification.
Proceedings of the International Joint Conference Neural Networks, 1999

A fuzzy-Bayesian approach to image expansion.
Proceedings of the International Joint Conference Neural Networks, 1999

A fuzzy classifier based on probabilistic relaxation.
Proceedings of the International Joint Conference Neural Networks, 1999

A dynamic mapping based on probabilistic relaxation.
Proceedings of the International Joint Conference Neural Networks, 1999

Analysis of the Contractivity Factor in Fractal Based Face Recognition.
Proceedings of the 1999 International Conference on Image Processing, 1999

Loop-Free Snakes for Image Segmentation.
Proceedings of the 1999 International Conference on Image Processing, 1999

ROI extraction from motion affected MRI images based on fuzzy and active contour models.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Face recognition by fractal transformations.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

An intelligent and attractable active contour model for boundary extraction.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
An Improved Algorithm for Rotational Motion Artifact Suppression in MRI.
IEEE Trans. Medical Imaging, 1998

Correction of motion artifacts in MRI caused by rotations at constant angular velocity.
Signal Process., 1998

An effective algorithm for the segmentation of digital plane curves - The isoparametric formulation.
Pattern Recognit. Lett., 1998

A multiple point boundary smoothing algorithm, .
Pattern Recognit. Lett., 1998

Separation of single-touching handwritten numeral strings based on structural features.
Pattern Recognit., 1998

Optimal encoding of graph homomorphism energy using fuzzy information aggregation operators.
Pattern Recognit., 1998

Structural primitive extraction and coding for handwritten numeral recognition.
Pattern Recognit., 1998

Recognition of handwritten digits based on contour information.
Pattern Recognit., 1998

Vectorization of hand-drawn image using piecewise cubic Bézier curves fitting.
Pattern Recognit., 1998

An Analytic-to-Holistic Approach for Face Recognition Based on a Single Frontal View.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Handwritten Digit Recognition by a Mixture of Local Principal Component Analysis.
Neural Process. Lett., 1998

Recognition of handprinted Chinese characters by constrained graph matching.
Image Vis. Comput., 1998

Human Face Image Recognition: An Evidence Aggregation Approach.
Comput. Vis. Image Underst., 1998

A Model-Based Segmentation Method for Handwritten Numeral Strings.
Comput. Vis. Image Underst., 1998

Subject-Based Modular Eigenspace Scheme for Face Recognition.
Proceedings of the Advances in Pattern Recognition, 1998

Structural Boundary Feature Extraction for Printed Character Recognition.
Proceedings of the Advances in Pattern Recognition, 1998

Locating Segmentation Regions of Connected Handwritten Digits.
Proceedings of the Advances in Pattern Recognition, 1998

Extracting stroke information in static line images.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Handwritten signature verification based on neural 'gas' based vector quantization.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A modular classification scheme with elastic net models for handwritten digit recognition.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Document image mosaicing.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Model-based multi-stage compression of human face images.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Algorithms for partitioning path construction of handwritten numeral strings.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Shivering Greedy Snakes Gradient-Guided in Wavelet Domain.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Human Face Recognition: A Minimal Evidence Approach.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

1997
Computerized tumor boundary detection using a Hopfield Neural Network.
IEEE Trans. Medical Imaging, 1997

A nonlinear model for fractal image coding.
IEEE Trans. Image Process., 1997

Effective classification of planar shapes based on curve segment properties.
Pattern Recognit. Lett., 1997

An efficient algorithm for smoothing, linearization and detection of structural feature points of binary image contours.
Pattern Recognit., 1997

Off-line signature verification based on geometric feature extraction and neural network classification.
Pattern Recognit., 1997

Polygonal approximation of digital curves based on the principles of perceptual organization.
Pattern Recognit., 1997

A curve bend function based method to characterize contour shapes.
Pattern Recognit., 1997

A new probabilistic relaxation method based on probability space partition.
Pattern Recognit., 1997

Guest Editorial: Special Section on Neural Networks and Fuzzy Logic for Imaging Applications.
J. Electronic Imaging, 1997

Learning object models from graph templates.
J. Electronic Imaging, 1997

A Kriging Fuzzy Integral.
Inf. Sci., 1997

Object representation based on contour features and recognition by a Hopfield-Amari network.
Neurocomputing, 1997

A quasi-linear fuzzy measure of multi-attributes.
Fuzzy Sets Syst., 1997

A Hierarchical and Adaptive Deformable Model for Mouth Boundary Detection.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

An Adaptive Deformable Template for Mouth Boundary Modeling.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996
Fuzzy Algorithms: With Applications to Image Processing and Pattern Recognition
Advances in Fuzzy Systems - Applications and Theory 10, World Scientific, ISBN: 978-981-4498-85-2, 1996

ID3-derived fuzzy rules and optimized defuzzification for handwritten numeral recognition.
IEEE Trans. Fuzzy Syst., 1996

Fast location of address blocks and postcodes in mail-piece images.
Pattern Recognit. Lett., 1996

Unified formulation of a class of image thresholding techniques.
Pattern Recognit., 1996

Linking broken character borders with variable sized masks to improve recognition.
Pattern Recognit., 1996

Locating and extracting the eye in human face images.
Pattern Recognit., 1996

Handwritten digit recognition using combined ID3-derived fuzzy rules and Markov chains.
Pattern Recognit., 1996

An efficient algorithm for smoothing binary image contours.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Locating address blocks and postcodes in mail-piece images.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

An Improved Method for Locating and Extracting the Eye in Human Face Images.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Structural decomposition and description of printed and handwritten characters.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Handwritten Chinese character recognition by ARG matching using self-organising Hopfield neural network.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

A shape classifier based on Hopfield-Amari network.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Information fusion by fuzzy integral.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

Neural networks for learning human facial features from labeled graph models.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1995
Computing the inverse DFT with the in-place, in-order prime factor FFT algorithm.
IEEE Trans. Signal Process., 1995

Handwritten numeral recognition using self-organizing maps and fuzzy rules.
Pattern Recognit., 1995

Distributive properties of main overlap and noise terms in Autoassociative Memory Networks.
Neural Networks, 1995

Handwritten numeral recognition using a small number of fuzzy rules with optimized defuzzification parameters.
Neural Networks, 1995

Fractal-based method for color image compression.
J. Electronic Imaging, 1995

Image segmentation using fuzzy rules derived from K-means clusters.
J. Electronic Imaging, 1995

Comparison of multilayer neural network and nearest neighbor classifiers for handwritten digit recognition.
Int. J. Neural Syst., 1995

Writer verification using multiple neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Combined SOM and LVQ based classifiers for handwritten digit recognition.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Generalized Square Isometries - An Improvement for Fractal Image Coding.
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995

1994
Character and line extraction from color map images using a multi-layer neural network.
Pattern Recognit. Lett., 1994

Handwritten digit recognition using an optimized nearest neighbor classifier.
Pattern Recognit. Lett., 1994

Color image segmentation using fuzzy clustering and supervised learning.
J. Electronic Imaging, 1994

Text extraction from color map images.
J. Electronic Imaging, 1994

Connected handwritten digit separation using external boundary curvature.
J. Electronic Imaging, 1994

Improved method for color image enhancement based on luminance and color contrast.
J. Electronic Imaging, 1994

Fast algorithm for locating head boundaries.
J. Electronic Imaging, 1994

Constrained Learning Vector Quantization.
Int. J. Neural Syst., 1994

Handwritten Digit Recognition Using Two-Layer Self-Organizing Maps.
Int. J. Neural Syst., 1994

Magnetic Resonance Image Segmentation Using Optimized Nearest Neighbor Classifiers.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Transformation of optimized prototypes for handwritten digit recognition.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Data truncation artifact reduction in MR imaging using a multilayer neural network.
IEEE Trans. Medical Imaging, 1993

Prototype optimization for nearest neighbor classifiers using a two-layer perceptron.
Pattern Recognit., 1993

Efficient image coding method based on adaptive Gabor discrete cosine transforms.
J. Electronic Imaging, 1993

Skew Correction of Document Images Using Interline Cross-Correlation.
CVGIP Graph. Model. Image Process., 1993

Color map image segmentation using optimized nearest neighbor classifiers.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Design and implementation of optimized nearest neighbor classifiers for handwritten digit recognition.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1992
Suppression of slice selection axis motion artifacts in MRI.
IEEE Trans. Medical Imaging, 1992

Iterative restoration of MR images corrupted with translational motion.
J. Vis. Commun. Image Represent., 1992

Segmentation of color images using spatial and color space information.
J. Electronic Imaging, 1992

Building a Robust Nearest Neighbor Classifier Containing Only a Small Number of rototypes.
Int. J. Neural Syst., 1992

Correcting slice selection axis motion artifacts in MR imaging.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

MR image resolution enhancement using a multi-layer neural network.
Proceedings of the Fifth Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'92), 1992

1991
A modified Gerchberg-Saxton algorithm for one-dimensional motion artifact correction in MRI.
IEEE Trans. Signal Process., 1991

1990
Weight adjustment rule of neural networks for computing discrete 2-D Gabor transforms [image processing].
IEEE Trans. Acoust. Speech Signal Process., 1990


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