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ORCIDChang Li 0001
Person information
- affiliation: Hefei University of Technology, Department of Biomedical Engineering, China
- affiliation (PhD 2018): Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, China
Other persons with the same name
- Chang Li — disambiguation page
- Chang Li 0002
![[0000-0003-1525-0275]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1525-0275")
— Hong Kong University of Science and Technology, Hong Kong - Chang Li 0003 — University of Amsterdam, The Netherlands
- Chang Li 0004 — Central China Normal University, College of Urban and Environmental Science, Wuhan, China
- Chang Li 0005 — Purdue University, Department of Computer Science, West Lafayette, IN, USA
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2020 – today
- 2024
[j65]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): 30 (2024)- [j64]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): 2787-2798 (2024) - [j63]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: 1-12 (2024) - [j62]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: 1-13 (2024) - 2023
- [j61]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): 105307 (2023) - [j60]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): 105351 (2023) - [j59]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: 106463 (2023) - [j58]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): 106401 (2023) - [j57]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: 109819 (2023) - [j56]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): 382-393 (2023) - [j55]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): 957-968 (2023) - [j54]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): 1360-1370 (2023) - [j53]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): 6016-6025 (2023) - [j52]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: 1-14 (2023) - [j51]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: 1-12 (2023) - [j50]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: 1-12 (2023) - [j49]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): 1319-1330 (2023) - [c10]Guoping Xu, Xuesong Leng, Chang Li, Xingwei He, Xinglong Wu:
MGFuseSeg: Attention-Guided Multi-Granularity Fusion for Medical Image Segmentation. BIBM 2023: 3587-3594 - [c9]Zhiwei Deng, Tingting Mao, Chenghao Shao, Chang Li, Xun Chen:
Domain Incremental Learning for EEG-Based Seizure Prediction. CICAI (2) 2023: 476-487 - 2022
- [j48]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: 105303 (2022) - [j47]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) - [j46]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: 116905 (2022) - [j45]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: 1-5 (2022) - [j44]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): 117-134 (2022) - [j43]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: 1-15 (2022) - [j42]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: 1-15 (2022) - [j41]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: 1-14 (2022) - [j40]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: 1-15 (2022) - [c8]Wentao Liao, Guoping Xu, Xinglong Wu, Xuan Zhang, Chang Li:
Dual-branch body and boundary supervision network for ultrasound image segmentation. BIBM 2022: 3071-3077 - 2021
- [j39]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: 104877 (2021) - [j38]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: 108296 (2021) - [j37]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: 584-597 (2021) - [j36]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: 689-699 (2021) - [j35]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: 1-12 (2021) - [j34]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: 1-13 (2021) - [j33]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: 1-10 (2021) - [j32]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: 1-15 (2021) - [j31]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): 453-464 (2021) - [j30]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): 1373-1384 (2021) - [j29]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: 1383-1396 (2021) - [i1]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 abs/2112.06654 (2021) - 2020
- [j28]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: 103535 (2020) - [j27]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: 103927 (2020) - [j26]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: 104050 (2020) - [j25]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: 71-91 (2020) - [j24]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: 1424-1441 (2020) - [j23]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: 28-41 (2020) - [j22]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): 23023-23043 (2020) - [j21]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): 1156-1170 (2020) - [j20]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): 7411-7421 (2020)
2010 – 2019
- 2019
- [j19]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: 20676-20688 (2019) - [j18]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: 60276-60289 (2019) - [j17]Jiayi Ma, Yong Ma, Chang Li:
Infrared and visible image fusion methods and applications: A survey. Inf. Fusion 45: 153-178 (2019) - [j16]Jiayi Ma, Wei Yu, Pengwei Liang, Chang Li, Junjun Jiang:
FusionGAN: A generative adversarial network for infrared and visible image fusion. Inf. Fusion 48: 11-26 (2019) - [c7]Wei Tao, Chang Li, Juan Cheng:
A Robust Algorithm for Multichannel Eeg Compressed Sensing with Mixed Noise. GlobalSIP 2019: 1-5 - [c6]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: 2014-2019 - 2018
- [j15]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: 44-54 (2018) - [j14]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: 2783-2797 (2018) - [j13]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): 587-591 (2018) - [j12]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): 1600 (2018) - [j11]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): 904 (2018) - [j10]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): 6196-6213 (2018) - 2017
- [j9]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: 48-68 (2017) - [j8]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): 1166 (2017) - [j7]Hao Li, Chang Li, Cong Zhang, Zhe Liu, Chengyin Liu:
Hyperspectral Image Classification with Spatial Filtering and l(2, 1) Norm. Sensors 17(2): 314 (2017) - [j6]Yong Ma, Chang Li, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Robust Sparse Hyperspectral Unmixing With ell2, 1 Norm. IEEE Trans. Geosci. Remote. Sens. 55(3): 1227-1239 (2017) - 2016
- [j5]Jiayi Ma, Chen Chen, Chang Li, Jun Huang:
Infrared and visible image fusion via gradient transfer and total variation minimization. Inf. Fusion 31: 100-109 (2016) - [j4]Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Hyperspectral Image Classification With Robust Sparse Representation. IEEE Geosci. Remote. Sens. Lett. 13(5): 641-645 (2016) - [j3]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): 952-956 (2016) - [j2]Chang Li, Yong Ma, Xiaoguang Mei, Chengyin Liu, Jiayi Ma:
Hyperspectral Unmixing with Robust Collaborative Sparse Regression. Remote. Sens. 8(7): 588 (2016) - [c5]Jiayi Ma, Chang Li, Yong Ma, Zhongyuan Wang:
Hyperspectral image denoising based on low-rank representation and superpixel segmentation. ICIP 2016: 3086-3090 - [c4]Yong Ma, Chang Li, Jiayi Ma:
Robust sparse unmixing of hyperspectral data. IGARSS 2016: 6193-6196 - [c3]Chang Li, Yong Ma, Yuan Gao, Zhongyuan Wang, Jiayi Ma:
Sparse unmixing of hyperspectral data based on robust linear mixing model. VCIP 2016: 1-4 - [c2]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: 1-4 - [c1]Jiayi Ma, Junjun Jiang, Chang Li:
Hyperspectral image denoising with segmentation-based low rank representation. VCIP 2016: 1-4 - 2015
- [j1]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): 15868-15887 (2015)
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