Chang Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 79

Top Topics

Convolutional Neural Networks

Top Venues

IEEE Trans. Instrum. Meas.

Comput. Biol. Medicine

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Xinghao Dong, Chang Li, Xu Zhang, Guoning Huang, Xiaodong Zhang
An improved you only look once algorithm for pronuclei and blastomeres localization. Eng. Appl. Artif. Intell. 136 (2024)
Yuchang Zhao, Shuai Feng, Chang Li, Rencheng Song, Deng Liang, Xun Chen
Source-Free Domain Adaptation for Privacy-Preserving Seizure Prediction. IEEE Trans. Ind. Informatics 20 (2) (2024)
Xuan Zhang, Guoping Xu, Xinglong Wu, Wentao Liao, Xuesong Leng, Xiaxia Wang, Xinwei He, Chang Li
A pixel and channel enhanced up-sampling module for biomedical image segmentation. Mach. Vis. Appl. 35 (2) (2024)
Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Lixin Cui, Edwin R. Hancock
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System. CoRR (2024)
Rencheng Song, Wei Zhao, Juan Cheng, Chang Li, Xuezhi Yang
Video-Based Respiration Rate Measurement With Adaptive Filtering and Quality-Guided Pulse Selection. IEEE Trans. Instrum. Meas. 73 (2024)
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
Centroid-Guided Domain Incremental Learning for EEG-Based Seizure Prediction. IEEE Trans. Instrum. Meas. 73 (2024)
Heng Cui, Chang Li, Aiping Liu, Ruobing Qian, Xun Chen
A Dual-Branch Interactive Fusion Network to Remove Artifacts From Single-Channel EEG. IEEE Trans. Instrum. Meas. 73 (2024)
Tingting Mao, Chang Li, Rencheng Song, Guoping Xu, Xun Chen
Online Seizure Prediction via Fine-Tuning and Test-Time Adaptation. IEEE Internet Things J. 11 (11) (2024)
Zhiwei Deng, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
EEG-based seizure prediction via hybrid vision transformer and data uncertainty learning. Eng. Appl. Artif. Intell. 123 (Part C) (2023)
Yu Liu, Yi Wei, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Yi Wei, Yu Liu, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition. Comput. Biol. Medicine 152 (2023)
Guoping Xu, Xuesong Leng, Chang Li, Xingwei He, Xinglong Wu
MGFuseSeg: Attention-Guided Multi-Granularity Fusion for Medical Image Segmentation. BIBM (2023)
Wei Tao, Chang Li, Rencheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention. IEEE Trans. Affect. Comput. 14 (1) (2023)
Chang Li, Yuchang Zhao, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Chang Li, Zhongzhen Zhang, Xiaodong Zhang, Guoning Huang, Yu Liu, Xun Chen
EEG-based Emotion Recognition via Transformer Neural Architecture Search. IEEE Trans. Ind. Informatics 19 (4) (2023)
Guoping Xu, Wentao Liao, Xuan Zhang, Chang Li, Xinwei He, Xinglong Wu
Haar wavelet downsampling: A simple but effective downsampling module for semantic segmentation. Pattern Recognit. 143 (2023)
Chang Li, Zhongzhen Zhang, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
EEG-Based Emotion Recognition via Neural Architecture Search. IEEE Trans. Affect. Comput. 14 (2) (2023)
Deng Liang, Aiping Liu, Yikai Gao, Chang Li, Ruobing Qian, Xun Chen
Semi-Supervised Domain-Adaptive Seizure Prediction via Feature Alignment and Consistency Regularization. IEEE Trans. Instrum. Meas. 72 (2023)
Zhiwei Deng, Tingting Mao, Chenghao Shao, Chang Li, Xun Chen
Domain Incremental Learning for EEG-Based Seizure Prediction. CICAI (2) (2023)
Rencheng Song, Han Wang, Haojie Xia, Juan Cheng, Chang Li, Xun Chen
Uncertainty Quantification for Deep Learning-Based Remote Photoplethysmography. IEEE Trans. Instrum. Meas. 72 (2023)
Jin Chen, Zhihui Han, Heyuan Qiao, Chang Li, Hu Peng
EEG-based sleep staging via self-attention based capsule network with Bi-LSTM model. Biomed. Signal Process. Control. 86 (Part C) (2023)
Juan Cheng, Bicheng Yue, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements. Biomed. Signal Process. Control. 86 (Part C) (2023)
Jing Li, Bin Yang, Lu Bai, Hao Dou, Chang Li, Lingfei Ma
TFIV: Multigrained Token Fusion for Infrared and Visible Image via Transformer. IEEE Trans. Instrum. Meas. 72 (2023)
Jingwen Cui, Qian Huang, Chang Li, Yunfei Zhang
MA-Net: Multi-Attention Network for Skeleton-Based Action Recognition. MMAsia (2023)
Chang Li, Bin Wang, Silin Zhang, Yu Liu, Rencheng Song, Juan Cheng, Xun Chen
Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism. Comput. Biol. Medicine 143 (2022)
Yu Liu, Hao Zhao, Rencheng Song, Xudong Chen, Chang Li, Xun Chen
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Chang Li, Xun Chen
Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 71 (2022)
Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A comprehensive survey. IEEE Signal Process. Mag. 39 (2) (2022)
Chang Li, Chenhong Sui, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jing Li, Jianming Zhu, Chang Li, Xun Chen, Bin Yang
CGTF: Convolution-Guided Transformer for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 71 (2022)
Xin Yang, Hongtao Huo, Jing Li, Chang Li, Zhao Liu, Xun Chen
DSG-Fusion: Infrared and visible image fusion via generative adversarial networks and guided filter. Expert Syst. Appl. 200 (2022)
Chang Li, Yimeng Hou, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
Multi-channel EEG-based emotion recognition in the presence of noisy labels. Sci. China Inf. Sci. 65 (4) (2022)
Chenhong Sui, Jun Zhou, Chang Li, Qiang Zheng, Jie Feng, Xiaoguang Mei, Jing Wang
Unsupervised Hyperspectral Band Selection With Multigraph Integrated Embedding and Robust Self-Contained Regression. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Rencheng Song, Guoping Wang, Juan Cheng, Aiping Liu, Chang Li, Xun Chen
Constrained independent vector extraction of quasi-periodic signals from multiple data sets. Signal Process. 189 (2021)
Jing Li, Hongtao Huo, Chang Li, Renhua Wang, Chenhong Sui, Zhao Liu
Multigrained Attention Network for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 70 (2021)
Rencheng Song, Youyou Huang, Kuiwen Xu, Xiuzhu Ye, Chang Li, Xun Chen
Electromagnetic Inverse Scattering With Perceptual Generative Adversarial Networks. IEEE Trans. Computational Imaging 7 (2021)
Xun Chen, Chang Li, Aiping Liu, Martin J. McKeown, Ruobing Qian, Z. Jane Wang
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey. CoRR (2021)
Jiahua Tang, Bao Zou, Chang Li, Shuai Feng, Hu Peng
Plane-Wave Image Reconstruction via Generative Adversarial Network and Attention Mechanism. IEEE Trans. Instrum. Meas. 70 (2021)
Wei Tang, Yu Liu, Juan Cheng, Chang Li, Xun Chen
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network. IEEE Trans. Computational Imaging 7 (2021)
Juan Cheng, Meiyao Chen, Chang Li, Yu Liu, Rencheng Song, Aiping Liu, Xun Chen
Emotion Recognition From Multi-Channel EEG via Deep Forest. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Rencheng Song, Huan Chen, Juan Cheng, Chang Li, Yu Liu, Xun Chen
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Rencheng Song, Jiji Li, Juan Cheng, Chang Li, Yu Liu, Xun Chen
Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis. IEEE Trans. Instrum. Meas. 70 (2021)
Juan Cheng, Yufei Xu, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks. Comput. Biol. Medicine 138 (2021)
Juan Cheng, Ping Wang, Rencheng Song, Yu Liu, Chang Li, Yong Liu, Xun Chen
Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation. IEEE Trans. Instrum. Meas. 70 (2021)
Jing Li, Hongtao Huo, Chang Li, Renhua Wang, Qi Feng
AttentionFGAN: Infrared and Visible Image Fusion Using Attention-Based Generative Adversarial Networks. IEEE Trans. Multim. 23 (2021)
Yu Liu, Chao Zhang, Chang Li, Juan Cheng, Yadong Zhang, Huiqin Xu, Tao Song, Liang Zhao, Xun Chen
A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion. Comput. Biol. Medicine 126 (2020)
Yu Liu, Lei Wang, Juan Cheng, Chang Li, Xun Chen
Multi-focus image fusion: A Survey of the state of the art. Inf. Fusion 64 (2020)
Rencheng Song, Senle Zhang, Juan Cheng, Chang Li, Xun Chen
New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method. Comput. Biol. Medicine 116 (2020)
Chenhong Sui, Chang Li, Jie Feng, Xiaoguang Mei
Unsupervised Manifold-Preserving and Weakly Redundant Band Selection Method for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Juan Cheng, Xingmao Wang, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras. Multim. Tools Appl. 79 (31-32) (2020)
Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Rencheng Song, Feng Wan, Xun Chen
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network. Comput. Biol. Medicine 123 (2020)
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen
Sparse unmixing of hyperspectral data with bandwise model. Inf. Sci. 512 (2020)
Jing Li, Hongtao Huo, Kejian Liu, Chang Li
Infrared and visible image fusion using dual discriminators generative adversarial networks with Wasserstein distance. Inf. Sci. 529 (2020)
Rencheng Song, Senle Zhang, Chang Li, Yunfei Zhang, Juan Cheng, Xun Chen
Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Jiayi Ma, Wei Yu, Pengwei Liang, Chang Li, Junjun Jiang
FusionGAN: A generative adversarial network for infrared and visible image fusion. Inf. Fusion 48 (2019)
Jing Li, Hongtao Huo, Chenhong Sui, Chenchen Jiang, Chang Li
Poisson Reconstruction-Based Fusion of Infrared and Visible Images via Saliency Detection. IEEE Access 7 (2019)
Wei Tao, Chang Li, Juan Cheng
A Robust Algorithm for Multichannel Eeg Compressed Sensing with Mixed Noise. GlobalSIP (2019)
Juan Cheng, Luchang Li, Chang Li, Yu Liu, Aiping Liu, Ruobing Qian, Xun Chen
Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study. IEEE Access 7 (2019)
Jiayi Ma, Yong Ma, Chang Li
Infrared and visible image fusion methods and applications: A survey. Inf. Fusion 45 (2019)
Jing Li, Hongtao Huo, Kejian Liu, Chang Li, Shuo Li, Xin Yang
Infrared and Visible Image Fusion via Multi-discriminators Wasserstein Generative Adversarial Network. ICMLA (2019)
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Hu Peng, Qiang Chen, Xun Chen
Hyperspectral Unmixing with Bandwise Generalized Bilinear Model. Remote. Sens. 10 (10) (2018)
Tian Tian, Chang Li, Jinkang Xu, Jiayi Ma
Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks. Sensors 18 (3) (2018)
Juan Cheng, Fulin Wei, Chang Li, Yu Liu, Aiping Liu, Xun Chen
Position-independent gesture recognition using sEMG signals via canonical correlation analysis. Comput. Biol. Medicine 103 (2018)
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
Robust GBM hyperspectral image unmixing with superpixel segmentation based low rank and sparse representation. Neurocomputing 275 (2018)
Yong Ma, Chang Li, Hao Li, Xiaoguang Mei, Jiayi Ma
Hyperspectral Image Classification With Discriminative Kernel Collaborative Representation and Tikhonov Regularization. IEEE Geosci. Remote. Sens. Lett. 15 (4) (2018)
Haiyan Fan, Chang Li, Yulan Guo, Gangyao Kuang, Jiayi Ma
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Fan Fan, Yong Ma, Chang Li, Xiaoguang Mei, Jun Huang, Jiayi Ma
Hyperspectral image denoising with superpixel segmentation and low-rank representation. Inf. Sci. 397 (2017)
Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
Norm. IEEE Trans. Geosci. Remote. Sens. 55 (3) (2017)
Hao Li, Chang Li, Cong Zhang, Zhe Liu, Chengyin Liu
Norm. Sensors 17 (2) (2017)
Chang Li, Yong Ma, Xiaoguang Mei, Fan Fan, Jun Huang, Jiayi Ma
Sparse Unmixing of Hyperspectral Data with Noise Level Estimation. Remote. Sens. 9 (11) (2017)
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
Hyperspectral Image Classification With Robust Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
Hyperspectral Unmixing with Robust Collaborative Sparse Regression. Remote. Sens. 8 (7) (2016)
Jiayi Ma, Chen Chen, Chang Li, Jun Huang
Infrared and visible image fusion via gradient transfer and total variation minimization. Inf. Fusion 31 (2016)
Yong Ma, Chang Li, Jiayi Ma
Robust sparse unmixing of hyperspectral data. IGARSS (2016)
Jiayi Ma, Junjun Jiang, Chang Li
Hyperspectral image denoising with segmentation-based low rank representation. VCIP (2016)
Jiayi Ma, Chang Li, Yong Ma, Zhongyuan Wang
Hyperspectral image denoising based on low-rank representation and superpixel segmentation. ICIP (2016)
Chang Li, Yong Ma, Jun Huang, Xiaoguang Mei, Chengyin Liu, Jiayi Ma
GBM-Based Unmixing of Hyperspectral Data Using Bound Projected Optimal Gradient Method. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Jiayi Ma, Junjun Jiang, Jun Chen, Chengyin Liu, Chang Li
Multimodal retinal image registration using edge map and feature guided Gaussian mixture model. VCIP (2016)
Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, Jiayi Ma
Sparse unmixing of hyperspectral data based on robust linear mixing model. VCIP (2016)
Xiaoguang Mei, Yong Ma, Chang Li, Fan Fan, Jun Huang, Jiayi Ma
A Real-Time Infrared Ultra-Spectral Signature Classification Method via Spatial Pyramid Matching. Sensors 15 (7) (2015)