Toshihisa Tanaka

Orcid: 0000-0002-5056-9508

According to our database1, Toshihisa Tanaka authored at least 228 papers between 1999 and 2024.

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

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Bibliography

2024
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification.
IEEE Trans. Biomed. Eng., February, 2024

Causal Connectivity Network Analysis of Ictal Electrocorticogram With Temporal Lobe Epilepsy Based on Dynamic Phase Transfer Entropy.
IEEE Trans. Biomed. Eng., February, 2024

Nonparametric tensor ring decomposition with scalable amortized inference.
Neural Networks, January, 2024

Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection.
CoRR, 2024

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification.
CoRR, 2024

Robust Diffusion Models for Adversarial Purification.
CoRR, 2024

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge.
CoRR, 2024

Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection.
Proceedings of the IEEE International Conference on Acoustics, 2024

Efficient Nonparametric Tensor Decomposition for Binary and Count Data.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Special Issue "Machine Learning Methods for Biomedical Data Analysis".
Sensors, December, 2023

Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints.
CoRR, 2023

The Role of the Eyes: Investigating Face Cognition Mechanisms Using Machine Learning and Partial Face Stimuli.
IEEE Access, 2023

Estimation of Imagined Rhythms from EEG by Spatiotemporal Convolutional Neural Networks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Undirected Probabilistic Model for Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Synthesizing Speech from ECoG with a Combination of Transformer-Based Encoder and Neural Vocoder.
Proceedings of the IEEE International Conference on Acoustics, 2023

Active Selection of Source Patients in Transfer Learning for Epileptic Seizure Detection Using Riemannian Manifold.
Proceedings of the IEEE International Conference on Acoustics, 2023

Video stimuli suitable for stress estimation based on biosignals.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Event-Related Potential in Rapid Serial Visual Presentation-based Partial Face Cognition Depends on Visible Face Components.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

Multimodal recognition of speech and electrocorticogram.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022
Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions.
IEEE J. Biomed. Health Informatics, 2022

IEEE Access Special Section Editorial: Behavioral Biometrics for Ehealth and Well-Being.
IEEE Access, 2022

DC Magnetic Field-Based Analytical Localization Robust to Known Stationary Magnetic Object.
Proceedings of the 65th IEEE International Midwest Symposium on Circuits and Systems, 2022

Estimation of Stress Level Based on Biosignals in Response to Emotional Stimuli.
Proceedings of the 4th IEEE Global Conference on Life Sciences and Technologies, 2022

Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy.
Proceedings of the IEEE International Conference on Acoustics, 2022

Transformer-Based Estimation of Spoken Sentences Using Electrocorticography.
Proceedings of the IEEE International Conference on Acoustics, 2022

Epileptic Spike Detection by Recurrent Neural Networks with Self-Attention Mechanism.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Randomized algorithms for fast computation of low rank tensor ring model.
Mach. Learn. Sci. Technol., 2021

Automated Detection of Abnormal EEGs in Epilepsy With a Compact and Efficient CNN Model.
CoRR, 2021

Automated detection of abnormalities from an EEG recording of epilepsy patients with a compact convolutional neural network.
Biomed. Signal Process. Control., 2021

Waveform-Coded Steady-State Visual Evoked Potentials for Brain-Computer Interfaces.
IEEE Access, 2021

Cross Tensor Approximation Methods for Compression and Dimensionality Reduction.
IEEE Access, 2021

Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD).
IEEE Access, 2021

Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Seizure Onset Zone Identification Based on Phase-Amplitude Coupling of Interictal Electrocorticogram.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Infant Posture Assessment Based on Rotational Keypoint Detection.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Toward Estimation of Abnormal Brake in Autonomous Vehicles from Electroencephalogram and Heart Rate Interval.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Detection of Note Onsets From EEG While Listening to Music.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Bayesian Latent Factor Model for Higher-order Data.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography.
Sensors, 2020

Statistical Features in High-Frequency Bands of Interictal iEEG Work Efficiently in Identifying the Seizure Onset Zone in Patients with Focal Epilepsy.
Entropy, 2020

YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset.
CoRR, 2020

Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD).
CoRR, 2020

Robust Kernel Principal Component Analysis With ℓ<sub>2, 1</sub>-Regularized Loss Minimization.
IEEE Access, 2020

Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal.
IEEE Access, 2020

Classification of Epileptic IEEG Signals by CNN and Data Augmentation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Scalpnet: Detection of Spatiotemporal Abnormal Intervals in Epileptic EEG Using Convolutional Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Robust Method for Kernel Principal Component Analysis.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Automatic Detection of Epileptic Focus in Ripple and Fast Ripple Bands of Interictal iEEG based on Multi-band Analysis.
Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Eigendecomposition-Free Sampling Set Selection for Graph Signals.
IEEE Trans. Signal Process., 2019

Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

Automatic Identification of Epileptic Focus on High-Frequency Components in Interictal iEEG.
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019

Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Fully Data-driven Convolutional Filters with Deep Learning Models for Epileptic Spike Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019

Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection.
Proceedings of the 2019 International Conference on Cyberworlds, 2019

Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network.
Proceedings of the 2019 International Conference on Cyberworlds, 2019

A One-Dimensional Convolutional Neural Network Model for Automated Localization of Epileptic Foci.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

A Language Model-Based Design of Reduced Phoneme Set for Acoustic Model.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Physiological signals responses to normal and abnormal brake events in simulated autonomous car.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

A Simple Gaussian Kernel Classifier with Automated Hyperparameter Tuning.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018
Asynchronous Brain-Computer Interfacing Based on Mixed-Coded Visual Stimuli.
IEEE Trans. Biomed. Eng., 2018

Generalized Gaussian Kernel Adaptive Filtering.
CoRR, 2018

Cross-Modulation Response Underlying Sensorimotor Synchronization to Auditory and Visual Beats.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Detection of Epileptic Foci Based on Interictal iEEG by Using Convolutional Neural Network.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Dictionary Learning for Gaussian Kernel Adaptive Filtering with Variablekernel Center and Width.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Waveform-Based Multi-Stimulus Coding for Brain-Computer Interfaces Based on Steady-State Visual Evoked Potentials.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Epileptic Focus Localization Based on iEEG by Using Positive Unlabeled (PU) Learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Doubly Sparse Bayesian Kernel Logistic Regression.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Fully Data-Driven Optimization of Gaussian Parameters for Kernel Classifier.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces.
Neural Comput., 2017

Analysis and prediction of "Yuru-Chara" mascot popularity using visual and auditory features.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Classification of motor imagery BCI using multiband tangent space mapping.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain-computer interfaces.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Accelerated sensor position selection using graph localization operator.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Classification of familiarity based on cross-correlation features between EEG and music.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Doubly adaptive kernel filtering.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

A drag-and-drop type human computer interaction technique based on electrooculogram.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

Epileptic focus localization based on bivariate empirical mode decomposition and entropy.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016
Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials.
IEEE J. Sel. Top. Signal Process., 2016

Dimensionality reduction of sample covariance matrices by graph fourier transform for motor imagery brain-machine interface.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Sparse kernel principal component analysis based on elastic net regularization.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Efficient sensor position selection using graph signal sampling theory.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Decoding of responses to mixed frequency and phase coded visual stimuli using multiset canonical correlation analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Sparse spatial filtering in frequency domain of multi-channel EEG for frequency and phase detection.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Smoothing of xDAWN spatial filters for robust extraction of event-related potentials.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Tangent-Bundle Maps on the Grassmann Manifold: Application to Empirical Arithmetic Averaging.
IEEE Trans. Signal Process., 2015

Active Data Selection for Motor Imagery EEG Classification.
IEEE Trans. Biomed. Eng., 2015

Analysis of Brain-Death EEG Data Using 2T-EMD Algorithm.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

EEG signal enhancement using multivariate wavelet transform.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Frequency recognition for SSVEP-based BCI with data adaptive reference signals.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Dictionary-based online kernel principal subspace analysis with double orthogonality preservation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Phase-based detection of intentional state for asynchronous brain-computer interface.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Efficient construction of dictionaries for kernel adaptive filtering in a dynamic environment.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Responses in posterior parietal cortex to movement intention task with visual and tactile cues.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

Frequency recognition for SSVEP-BCI using reference signals with dominant stimulus frequency.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
Acoustic Beamforming with Maximum SNR Criterion and Efficient Generalized Eigenvector Tracking.
Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

EEG energy analysis for evaluating consciousness level using dynamic MEMD.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Mixed maps for learning a Kolmogoroff-Nagumo-type average element on the compact Stiefel manifold.
Proceedings of the IEEE International Conference on Acoustics, 2014

A brain-computer interface using binary phase-shift keying visual stimuli.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

A reduced rank approach for covariance matrix estimation in EEG signal classification.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Visually stimulated brain-computer interfaces compete with eye tracking interfaces when using small targets.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Parameter estimation for von mises-fisher mixture model via Gaussian distribution.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Phase detection of multi-channel SSVEPs via complex sparse spatial weighting.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Smoothing of spatial filter by graph Fourier transform for EEG signals.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013
Empirical Arithmetic Averaging Over the Compact Stiefel Manifold.
IEEE Trans. Signal Process., 2013

SSVEP-Based Brain-Computer Interfaces Using FSK-Modulated Visual Stimuli.
IEEE Trans. Biomed. Eng., 2013

Simultaneous Design of FIR Filter Banks and Spatial Patterns for EEG Signal Classification.
IEEE Trans. Biomed. Eng., 2013

Mixed Maps for Kolmogoroff-Nagumo-Type Averaging on the Compact Stiefel Manifold
CoRR, 2013

Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine Interfaces.
Comput. Intell. Neurosci., 2013

A joint tensor diagonalization approach to active data selection for EEG classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Detection of phase synchronization in EEG with Bivariate Empirical Mode Decomposition.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Asynchronous brain-computer interfacing based on intended movement direction.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Regularization using similarities of signals observed in nearby sensors for feature extraction of brain signals.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Dynamic approximate entropy with band filtering for patient's EEG consciousness analysis.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Multikernel adaptive filters with multiple dictionaries and regularization.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

Band selection by criterion of common spatial patterns for motor imagery based brain machine interfaces.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012
Artifact suppression from EEG signals using data adaptive time domain filtering.
Neurocomputing, 2012

Approximate solutions and performance bounds for the sensor placement problem.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

SSVEP frequency detection methods considering background EEG.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

A simple platform of brain-controlled mobile robot and its implementation by SSVEP.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Adaptive kernel principal components tracking.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multivariate EMD based approach to EOG artifacts separation from EEG.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A method to compute averages over the compact Stiefel manifold.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Regularization using geometric information between sensors capturing features from brain signals.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Phase-based brain consciousness analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Time sparsification of EEG signals in motor-imagery based brain computer interfaces.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Toward multi-command auditory brain computer interfacing using speech stimuli.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

EEG energy analysis based on MEMD with ICA pre-processing.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

A comparison of two algorithmic recipes to parametrize rectangular orthogonal matrices.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
EEG data analysis based on EMD for coma and quasi-brain-death patients.
J. Exp. Theor. Artif. Intell., 2011

Maxima Exploitation for Reference Blurring Function in Motion Deconvolution.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011

Region-based weighted-norm with adaptive regularization for resolution enhancement.
Digit. Signal Process., 2011

Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms.
Comput. Hum. Behav., 2011

Dimension Reduction of RCE Signal by PCA and LPP for Estimation of the Sleeping.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Detection of motion blur direction based on maxima locations for blind deconvolution.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011

A machine learning based approach to weather parameter estimation in Doppler weather radar.
Proceedings of the IEEE International Conference on Acoustics, 2011

Classification by weighting for spatio-frequency components of EEG signal during motor imagery.
Proceedings of the IEEE International Conference on Acoustics, 2011

Optimal design of a bank of spatio-temporal filters for EEG signal classification.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

EEG auditory steady state responses classification for the novel BCI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

An objective criterion for the comparison of reconstructed images.
Proceedings of the 8th International Conference on Information, 2011

2010
Blind extraction of global signal from multi-channel noisy observations.
IEEE Trans. Neural Networks, 2010

Image Superresolution Based on Locally Adaptive Mixed-Norm.
J. Electr. Comput. Eng., 2010

Moving Picture Coding by Lapped Transform and Edge Adaptive Deblocking Filter with Zero Pruning SPIHT.
IEICE Trans. Inf. Syst., 2010

Extraction of High-Resolution Frame from Low-Resolution Video Sequence Using Region-Based Motion Estimation.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2010

Brain-Computer Interface System Using Approximate Entropy and EMD Techniques.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

Blur Identification Based on Maxima Locations for Color Image Restoration.
Proceedings of the 4th International Conference on Multimedia and Ubiquitous Engineering, 2010

Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG.
Proceedings of the Advances in Neural Networks, 2010

EEG frequency analysis for dozing detection system.
Proceedings of the International Joint Conference on Neural Networks, 2010

Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing.
Proceedings of the International Joint Conference on Neural Networks, 2010

Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification.
Proceedings of the Neural Information Processing. Models and Applications, 2010

An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

Separation of EOG artifacts from EEG signals using bivariate EMD.
Proceedings of the IEEE International Conference on Acoustics, 2010

Finding initial values for time-varying joint diagonalization.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
An algorithm to compute averages on matrix Lie groups.
IEEE Trans. Signal Process., 2009

Fast Generalized Eigenvector Tracking Based on the Power Method.
IEEE Signal Process. Lett., 2009

Empirical Mode Decomposition Method for MEG Phantom Data Analysis.
J. Circuits Syst. Comput., 2009

A Design of Apparent-Age Estimation System by the Empirical Mode Decomposition.
J. Circuits Syst. Comput., 2009

Privacy Protection by Masking Moving Objects for Security Cameras.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

Image Restoration Based on Adaptive Directional Regularization.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

Measurement of Similarity between Latent Variables.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

Time-Domain Blind Signal Separation of Convolutive Mixtures via Multidimensional Independent Component Analysis.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

Detection and Classification of Invariant Blurs.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009

Analysis of the EEG during the sleeping by the rhythmic component extraction.
Proceedings of the 18th IEEE International Symposium on Robot and Human Interactive Communication, 2009

Region-Based Super Resolution for Video Sequences Considering Registration Error.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Learning-machines-committee Averages over the Unitary Group of Matrices.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Learning averages over the lie group of symmetric positive-definite matrices.
Proceedings of the International Joint Conference on Neural Networks, 2009

EMD Based Power Spectral Pattern Analysis for Quasi-Brain-Death EEG.
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Super-resolution based on blind deconvolution using similarity of power spectra.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Adaptive rhythmic component extractionwith regularization for EEG data analysis.
Proceedings of the IEEE International Conference on Acoustics, 2009

Multichannel spectral pattern separation - An EEG processing application -.
Proceedings of the IEEE International Conference on Acoustics, 2009

Region-based weighted-norm approach to video super-resolution with adaptive regularization.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Advances in blind signal processing.
Neurocomputing, 2008

Demosaicking Based on Optimization and Projection in Different Frequency Bands.
EURASIP J. Image Video Process., 2008

Image Extrema Analysis and Blur Detection with Identification.
Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

Pitch Shifting of Music Based on Adaptive Order Estimation of Linear Predictor.
Proceedings of the Advances in Multimedia Information Processing, 2008

An averaging method for a committee of special-orthogonal-group machines.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Rhythmic component extraction for multi-channel EEG data analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008

Joint blur identification and high-resolution image estimation based on weighted mixed-norm with outlier rejection.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Complex Empirical Mode Decomposition.
IEEE Signal Process. Lett., 2007

Super-resolution based on region-matching motion estimation.
Proceedings of the Visual Communications and Image Processing 2007, 2007

Blood Volume Signal Analysis with Empirical Mode Decomposition.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Least Squares Approximate Joint Diagonalization on the Orthogonal Group.
Proceedings of the IEEE International Conference on Acoustics, 2007

Rotation Invariant Complex Empirical Mode Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A Direct Design of Oversampled Perfect Reconstruction FIR Filter Banks.
IEEE Trans. Signal Process., 2006

Variable-length lapped transforms with a combination of multiple synthesis filter banks for image coding.
IEEE Trans. Image Process., 2006

A new concept of real-time security camera monitoring with privacy protection by masking moving objects.
Proceedings of the Real-Time Image Processing 2006, San Jose, CA, USA, January 15, 2006, 2006

Region-Based Sub-pixel Motion Estimation from Noisy, Blurred, and Down-Sampled Sequences.
Proceedings of the Advances in Multimedia Information Processing, 2006

A Flexible Method for Envelope Estimation in Empirical Mode Decomposition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Lossless multi-channel EEG compression.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A Fast Predictive Lossless Coder for fMRI Data Sets.
Proceedings of the International Conference on Image Processing, 2006

Sparseness by Iterative Projections Onto Spheres.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Generalized weighted rules for principal components tracking.
IEEE Trans. Signal Process., 2005

Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement.
IEEE Trans. Speech Audio Process., 2005

A New Concept of Security Camera Monitoring with Privacy Protection by Masking Moving Objects.
Proceedings of the Advances in Multimedia Information Processing, 2005

Optimal design for synthesis filters of oversampled uniform perfect reconstruction filter banks with 50% overlapping.
Proceedings of the 2005 International Conference on Image Processing, 2005

A Fast and Efficient Method for Compressing fMRI Data Sets.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

First results on uniqueness of sparse non-negative matrix factorization.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
The generalized lapped pseudo-biorthogonal transform: oversampled linear-phase perfect reconstruction filterbanks with lattice structures.
IEEE Trans. Signal Process., 2004

Kernel Relative Principal Component Analysis for Pattern Recognition.
Proceedings of the Structural, 2004

Noise reduction of images with multiple subband transforms.
Proceedings of the 2004 International Conference on Image Processing, 2004

Generalized subspace rules for on-line pca and their application in signal and image compression.
Proceedings of the 2004 International Conference on Image Processing, 2004

Subband decomposition independent component analysis and new performance criteria.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

On perfect reconstruction with lost channel data in lapped pseudo-orthogonal transform.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
A biorthogonal transform with overlapping and non-overlapping basis functions for image coding.
IEEE Trans. Signal Process., 2003

A Time-Varying Subband Transform with Projection-Based Reconstruction.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003

Projection-based time-varying subband image coding.
Proceedings of the 2003 International Conference on Image Processing, 2003

A novel class of variable-length lapped transform for image coding.
Proceedings of the 2003 International Conference on Image Processing, 2003

Denoising of seismic signals with oversampled filter banks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
An adaptive lapped biorthogonal transform and its application in orientation adaptive image coding.
Signal Process., 2002

Noise robust oversampled linear phase perfect reconstruction filter bank with a lattice structure.
Proceedings of the 2002 International Conference on Image Processing, 2002

The generalized lapped pseudo-biorthogonal transform.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Adaptive transforms with overlapping basis functions for image coding.
J. Electronic Imaging, 2001

The orientation adaptive lapped biorthogonal transform for efficient image coding.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
The Orientation Adaptive Lapped Orthogonal Transform for Image Coding.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Image Coding Using Vector-Embedded Karhunen-Loeve Transform.
Proceedings of the 1999 International Conference on Image Processing, 1999


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