2025
Uncertainty-guided Fourier-based domain generalization for seizure prediction.
Expert Syst. Appl., 2025
Video-based heart rate estimation with spectrogram signal quality ranking and fusion.
Biomed. Signal Process. Control., 2025
Test time adaptation for cross-domain sleep stage classification.
Biomed. Signal Process. Control., 2025
2024
Machine Unlearning for Seizure Prediction.
IEEE Trans. Cogn. Dev. Syst., December, 2024
Online Seizure Prediction via Fine-Tuning and Test-Time Adaptation.
IEEE Internet Things J., June, 2024
A pixel and channel enhanced up-sampling module for biomedical image segmentation.
Mach. Vis. Appl., March, 2024
Source-Free Domain Adaptation for Privacy-Preserving Seizure Prediction.
IEEE Trans. Ind. Informatics, February, 2024
Video-Based Respiration Rate Measurement With Adaptive Filtering and Quality-Guided Pulse Selection.
IEEE Trans. Instrum. Meas., 2024
Centroid-Guided Domain Incremental Learning for EEG-Based Seizure Prediction.
IEEE Trans. Instrum. Meas., 2024
A Dual-Branch Interactive Fusion Network to Remove Artifacts From Single-Channel EEG.
IEEE Trans. Instrum. Meas., 2024
An improved you only look once algorithm for pronuclei and blastomeres localization.
Eng. Appl. Artif. Intell., 2024
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation.
CoRR, 2024
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System.
CoRR, 2024
2023
Haar wavelet downsampling: A simple but effective downsampling module for semantic segmentation.
Pattern Recognit., November, 2023
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network.
IEEE Trans. Cogn. Dev. Syst., September, 2023
Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements.
Biomed. Signal Process. Control., September, 2023
EEG-based sleep staging via self-attention based capsule network with Bi-LSTM model.
Biomed. Signal Process. Control., September, 2023
EEG-based Emotion Recognition via Transformer Neural Architecture Search.
IEEE Trans. Ind. Informatics, April, 2023
Spatio-temporal deep forest for emotion recognition based on facial electromyography signals.
Comput. Biol. Medicine, April, 2023
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition.
IEEE J. Biomed. Health Informatics, March, 2023
Uncertainty Quantification for Deep Learning-Based Remote Photoplethysmography.
IEEE Trans. Instrum. Meas., 2023
Semi-Supervised Domain-Adaptive Seizure Prediction via Feature Alignment and Consistency Regularization.
IEEE Trans. Instrum. Meas., 2023
TFIV: Multigrained Token Fusion for Infrared and Visible Image via Transformer.
IEEE Trans. Instrum. Meas., 2023
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention.
IEEE Trans. Affect. Comput., 2023
EEG-Based Emotion Recognition via Neural Architecture Search.
IEEE Trans. Affect. Comput., 2023
EEG-based seizure prediction via hybrid vision transformer and data uncertainty learning.
Eng. Appl. Artif. Intell., 2023
Graph Representation Learning for Infrared and Visible Image Fusion.
CoRR, 2023
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition.
Comput. Biol. Medicine, 2023
Domain Incremental Learning for EEG-Based Seizure Prediction.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023
MGFuseSeg: Attention-Guided Multi-Granularity Fusion for Medical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks.
IEEE Trans. Instrum. Meas., 2022
CGTF: Convolution-Guided Transformer for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2022
Unsupervised Hyperspectral Band Selection With Multigraph Integrated Embedding and Robust Self-Contained Regression.
IEEE Trans. Geosci. Remote. Sens., 2022
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems.
IEEE Trans. Geosci. Remote. Sens., 2022
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey.
IEEE Signal Process. Mag., 2022
Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image.
IEEE Geosci. Remote. Sens. Lett., 2022
DSG-Fusion: Infrared and visible image fusion via generative adversarial networks and guided filter.
Expert Syst. Appl., 2022
Multi-channel EEG-based emotion recognition in the presence of noisy labels.
Sci. China Inf. Sci., 2022
Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism.
Comput. Biol. Medicine, 2022
Dual-branch body and boundary supervision network for ultrasound image segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks.
IEEE Trans. Multim., 2021
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography.
IEEE J. Biomed. Health Informatics, 2021
Emotion Recognition From Multi-Channel EEG via Deep Forest.
IEEE J. Biomed. Health Informatics, 2021
Plane-Wave Image Reconstruction via Generative Adversarial Network and Attention Mechanism.
IEEE Trans. Instrum. Meas., 2021
Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis.
IEEE Trans. Instrum. Meas., 2021
Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation.
IEEE Trans. Instrum. Meas., 2021
Multigrained Attention Network for Infrared and Visible Image Fusion.
IEEE Trans. Instrum. Meas., 2021
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network.
IEEE Trans. Computational Imaging, 2021
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks.
IEEE Trans. Computational Imaging, 2021
Constrained independent vector extraction of quasi-periodic signals from multiple data sets.
Signal Process., 2021
Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks.
Comput. Biol. Medicine, 2021
2020
Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks.
IEEE Trans. Instrum. Meas., 2020
Unsupervised Manifold-Preserving and Weakly Redundant Band Selection Method for Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2020
Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras.
Multim. Tools Appl., 2020
Sparse unmixing of hyperspectral data with bandwise model.
Inf. Sci., 2020
Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance.
Inf. Sci., 2020
Multi-focus image fusion: A Survey of the state of the art.
Inf. Fusion, 2020
New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method.
Comput. Biol. Medicine, 2020
A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion.
Comput. Biol. Medicine, 2020
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network.
Comput. Biol. Medicine, 2020
2019
FusionGAN: A generative adversarial network for infrared and visible image fusion.
Inf. Fusion, 2019
Infrared and visible image fusion methods and applications: A survey.
Inf. Fusion, 2019
Poisson Reconstruction-Based Fusion of Infrared and Visible Images via Saliency Detection.
IEEE Access, 2019
Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study.
IEEE Access, 2019
Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial Network.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
A Robust Algorithm for Multichannel Eeg Compressed Sensing with Mixed Noise.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
2018
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2018
Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks.
Sensors, 2018
Hyperspectral Unmixing with Bandwise Generalized Bilinear Model.
Remote. Sens., 2018
Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization.
IEEE Geosci. Remote. Sens. Lett., 2018
Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation.
Neurocomputing, 2018
Position-independent gesture recognition using sEMG signals via canonical correlation analysis.
Comput. Biol. Medicine, 2018
2017
Robust Sparse Hyperspectral Unmixing With ell<sub>2, 1</sub> Norm.
IEEE Trans. Geosci. Remote. Sens., 2017
Hyperspectral Image Classification with Spatial Filtering and l<sub>(2, 1)</sub> Norm.
Sensors, 2017
Sparse Unmixing of Hyperspectral Data with Noise Level Estimation.
Remote. Sens., 2017
Hyperspectral image denoising with superpixel segmentation and low-rank representation.
Inf. Sci., 2017
2016
Hyperspectral Unmixing with Robust Collaborative Sparse Regression.
Remote. Sens., 2016
Hyperspectral Image Classification With Robust Sparse Representation.
IEEE Geosci. Remote. Sens. Lett., 2016
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method.
IEEE Geosci. Remote. Sens. Lett., 2016
Infrared and visible image fusion via gradient transfer and total variation minimization.
Inf. Fusion, 2016
Hyperspectral image denoising with segmentation-based low rank representation.
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Multimodal retinal image registration using edge map and feature guided Gaussian mixture model.
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Sparse unmixing of hyperspectral data based on robust linear mixing model.
Proceedings of the 2016 Visual Communications and Image Processing, 2016
Robust sparse unmixing of hyperspectral data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Hyperspectral image denoising based on low-rank representation and superpixel segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching.
Sensors, 2015