Jingfei He

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 29

Top Topics

Sparse Sampling

Wireless Sensor Networks

Magnetic Resonance Images

Matrix Completion

Top Venues

IEEE Commun. Lett.

Biomed. Signal Process. Control.

Signal Process.

Publications

Xiaoyue Zhang, Jingfei He, XuanAng Pan, Yue Chi, Yatong Zhou
Structured Low-Rank Tensor Completion for IoT Spatiotemporal High-Resolution Sensing Data Reconstruction. IEEE Internet Things J. 11 (5) (2024)
Jingfei He, XuanAng Pan, Xiaoyue Zhang
Unmanned Aerial Vehicles Data Gathering Scheme Based on Sparse Sampling. IEEE Commun. Lett. 28 (8) (2024)
Xiaotong Liu, Jingfei He, Peng Gao, Boudi Abdelmounim, Fan Lam
Denoising of 3D Magnetic resonance images based on balanced low-rank tensor and nonlocal self-similarity. Biomed. Signal Process. Control. 96 (2024)
Zhongtao Chen, Chenghu Mi, Siwei Duo, Jingfei He, Yatong Zhou
ClusTop: An unsupervised and integrated text clustering and topic extraction framework. CoRR (2023)
Dongxu Zhang, Jingfei He, Yatong Zhou, Donghua Chen, Zhaocheng Wang
Hybrid Low-Rank and Sparsity Constraint With Hankel Structure Preservation for Simultaneous Seismic Reconstruction and Denoising. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jingfei He, Xiaotong Liu, Nannan Luan
Bi-smooth constraints for accelerated dynamic MRI with low-rank plus sparse tensor decomposition. Biomed. Signal Process. Control. 82 (2023)
Qixing Yu, Weibo Wei, Zhenkuan Pan, Jingfei He, Shaohua Wang, Danfeng Hong
GPF-Net: Graph-Polarized Fusion Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jingfei He, Yunpei Li, Xiaoyue Zhang, Jianwei Li
Missing and Corrupted Data Recovery in Wireless Sensor Networks Based on Weighted Robust Principal Component Analysis. Sensors 22 (5) (2022)
Jingfei He, Xunan Zheng, Peng Gao, Yatong Zhou
Low-rank tensor completion based on tensor train rank with partially overlapped sub-blocks. Signal Process. 190 (2022)
Xiaoyue Zhang, Jingfei He, Yatong Zhou, Yue Chi
A Subspace Approach to Sparse-Sampling-Based Multi-Attribute Data Aggregation in IoT. IEEE Internet Things J. 9 (18) (2022)
Jingfei He, Peng Gao, Xunan Zheng, Yatong Zhou, Hao He
Denoising 3D magnetic resonance images based on weighted tensor nuclear norm minimization using balanced nonlocal patch tensors. Biomed. Signal Process. Control. 74 (2022)
Xiaoyue Zhang, Jingfei He, Yunpei Li, Yue Chi, Yatong Zhou
Recovery of Corrupted Data in Wireless Sensor Networks Using Tensor Robust Principal Component Analysis. IEEE Commun. Lett. 25 (10) (2021)
Hao He, Yatong Zhou, Yue Chi, Jingfei He
Prediction of MoRFs based on sequence properties and convolutional neural networks. BioData Min. 14 (1) (2021)
Jingfei He, Yatong Zhou, Guiling Sun
Environmental Monitoring in Wireless Sensor Networks using Structured Matrix Completion. GLOBECOM (2020)
Jingfei He, Xiaoyue Zhang, Yatong Zhou, Miriam Maibvisira
A Subspace Approach to Sparse Sampling Based Data Gathering in Wireless Sensor Networks. Sensors 20 (4) (2020)
Jingfei He, Yatong Zhou, Guiling Sun, Yi Xu
Compressive Multi-Attribute Data Gathering Using Hankel Matrix in Wireless Sensor Networks. IEEE Commun. Lett. 23 (12) (2019)
Yatong Zhou, Jingfei He
Flattening the Seismic Data for Optimal Noise Attenuation. IEEE Geosci. Remote. Sens. Lett. 16 (3) (2019)
Jingfei He, Yatong Zhou, Guiling Sun, Tianyu Geng
Multi-Attribute Data Recovery in Wireless Sensor Networks With Joint Sparsity and Low-Rank Constraints Based on Tensor Completion. IEEE Access 7 (2019)
Jingfei He, Yatong Zhou
Real-Time Data Recovery in Wireless Sensor Networks Using Spatiotemporal Correlation Based on Sparse Representation. Wirel. Commun. Mob. Comput. 2019 (2019)
Yi Xu, Guiling Sun, Tianyu Geng, Jingfei He
Low-Energy Data Collection in Wireless Sensor Networks Based on Matrix Completion. Sensors 19 (4) (2019)
Tianyu Geng, Guiling Sun, Yi Xu, Jingfei He
Truncated Nuclear Norm Minimization Based Group Sparse Representation for Image Restoration. SIAM J. Imaging Sci. 11 (3) (2018)
Jingfei He, Guiling Sun, Zhouzhou Li, Ying Zhang
Compressive data gathering with low-rank constraints for Wireless Sensor networks. Signal Process. 131 (2017)
Pengtao Yang, Guiling Sun, Jingfei He, Peiyao Zhou, Jiangjiang Liu
A Student Information Management System Based on Fingerprint Identification and Data Security Transmission. J. Electr. Comput. Eng. 2017 (2017)
Feng Wang, Guiling Sun, Zhouzhou Li, Jingfei He
Selection order framework algorithm for compressed sensing. Signal Process. 138 (2017)
Feng Wang, Guiling Sun, Zhouzhou Li, Jingfei He
Fusion Forward-Backward Pursuit Algorithm for Compressed Sensing. Int. J. Wirel. Inf. Networks 24 (4) (2017)
Jingfei He, Guiling Sun, Ying Zhang, Tianyu Geng
Data recovery in heterogeneous wireless sensor networks based on low-rank tensors. ISCC (2016)
Jingfei He, Qiegen Liu, Anthony G. Christodoulou, Chao Ma, Fan Lam, Zhi-Pei Liang
Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors. IEEE Trans. Medical Imaging 35 (9) (2016)
Guiling Sun, Yangyang Li, Haojie Yuan, Jingfei He, Tianyu Geng
Improvement of Compressive Sampling and Matching Pursuit Algorithm Based on Double Estimation. J. Commun. 11 (6) (2016)
Guiling Sun, Yangyang Li, Haojie Yuan, Jingfei He, Tianyu Geng
The Improvement of Compressive Sampling and Matching Pursuit Algorithm Based on Pre-estimation. Int. J. Wirel. Inf. Networks 23 (2) (2016)
Jingfei He, Guiling Sun, Ying Zhang, Zhihong Wang
Data Recovery in Wireless Sensor Networks With Joint Matrix Completion and Sparsity Constraints. IEEE Commun. Lett. 19 (12) (2015)
Jingfei He, Yan Chen, Hua Deng, Rongguang Nie
Dynamic Modeling of Large Scale Heavy Duty Grippers Based on the Response Dead Zone of Counteracting Force. ICIRA (2) (2008)