Chang Li

Orcid: 0000-0003-0195-1003

Affiliations:
  • Hefei University of Technology, Department of Biomedical Engineering, China
  • Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China (PhD 2018)


According to our database1, Chang Li authored at least 75 papers between 2015 and 2024.

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

Timeline

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Bibliography

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

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

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

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

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


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