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ORCIDLifu Chen
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- affiliation: Changsha University of Science and Technology, School of Electronic and Information Engineering, China
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2020 – today
- 2024
[j30]Lifu Chen, Xingmin Cai
, Zhenhong Li, Jin Xing, Jiaqiu Ai:
Where is my attention? An explainable AI exploration in water detection from SAR imagery. Int. J. Appl. Earth Obs. Geoinformation 130: 103878 (2024)- [j29]Lifu Chen, Zhenhuan Fang, Jin Xing, Xingmin Cai:
How can geostatistics help us understand deep learning? An exploratory study in SAR-based aircraft detection. Int. J. Appl. Earth Obs. Geoinformation 134: 104185 (2024) - [j28]Junqi Zhao, Dongsheng Du, Lifu Chen, Xiujuan Liang, Haoda Chen, Yuchen Jin:
HA-Net for Bare Soil Extraction Using Optical Remote Sensing Images. Remote. Sens. 16(16): 3088 (2024) - [j27]Jiaqiu Ai, Weibao Xue, Yanan Zhu, Shuo Zhuang, Congan Xu, Hao Yan, Lifu Chen, Zhaocheng Wang:
AIS-PVT: Long-Time AIS Data Assisted Pyramid Vision Transformer for Sea-Land Segmentation in Dual-Polarization SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - 2023
- [j26]Lifu Chen, Xingmin Cai, Jin Xing, Zhenhong Li, Wu Zhu, Zhihui Yuan, Zhenhuan Fang:
Towards transparent deep learning for surface water detection from SAR imagery. Int. J. Appl. Earth Obs. Geoinformation 118: 103287 (2023) - [c11]Zhenhuan Fang, Lifu Chen, Jin Xing, Xingmin Cai:
How Can Geostatistics Help Us Understand Deep Learning? CRC 2023: 244-247 - [c10]Junqi Zhao, Lifu Chen, Yawu Liu, Yuchen Jin, Haoda Chen, Zhenhuan Fang:
MSIF-Net: Multi-branch Semantic Information Fusion Network for Automatic Bare Soil Detection in High-Resolution Remote Sensing Images. CRC 2023: 280-284 - [c9]Yawu Liu, Lifu Chen, Bingnan Wang, Maosheng Xiang, Haoda Chen, Junqi Zhao:
MFAP-Net: A Study on Deep Learning Semantic Segmentation Framework for LiDAR Point Clouds. CRC 2023: 326-330 - [c8]Zhihui Yuan, Zhengguo Wang, Lifu Chen, Xuemin Xing:
A Multibaseline Insar Phase Unwrapping Algorithm Based On Wavelet Clustering. IGARSS 2023: 7977-7980 - 2022
- [j25]Xingmin Cai, Lifu Chen, Jin Xing, Xuemin Xing, Ru Luo, Siyu Tan, Jielan Wang:
Automatic Extraction of Layover From InSAR Imagery Based on Multilayer Feature Fusion Attention Mechanism. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j24]Xuemin Xing, Tengfei Zhang, Lifu Chen, Ze Fa Yang, Xiangbin Liu, Wei Peng, Zhihui Yuan:
InSAR Modeling and Deformation Prediction for Salt Solution Mining Using a Novel CT-PIM Function. Remote. Sens. 14(4): 842 (2022) - [j23]Zhihui Yuan, Tianjiao Chen, Xuemin Xing, Wei Peng, Lifu Chen:
BM3D Denoising for a Cluster-Analysis-Based Multibaseline InSAR Phase-Unwrapping Method. Remote. Sens. 14(8): 1836 (2022) - [j22]Zhihui Yuan, Tianjiao Chen, Hanwen Yu, Wei Peng, Lifu Chen, Xuemin Xing:
Cluster Correction for Cluster Analysis-Based Multibaseline InSAR Phase Unwrapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 8600-8612 (2022) - [j21]Lifu Chen, Ru Luo, Jin Xing, Zhenhong Li, Zhihui Yuan, Xingmin Cai:
Geospatial Transformer Is What You Need for Aircraft Detection in SAR Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c7]Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao:
Online Social Event Detection via Filtering Strategy Graph Neural Network. ICWE 2022: 66-81 - [c6]Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao:
Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network. WISE 2022: 274-289 - 2021
- [j20]Bo Liu, Zhengfang Lu, Lifu Chen, Weiya Kong, Xiaohong Sui:
Accuracy Analysis of the InSAR Altimeter in Relative Elevation Measurements of the Sea Surface. IEEE Access 9: 27783-27789 (2021) - [j19]Lifu Chen, Ting Weng, Jin Xing, Zhenhong Li, Zhihui Yuan, Zhouhao Pan, Siyu Tan, Ru Luo:
Employing deep learning for automatic river bridge detection from SAR images based on Adaptively effective feature fusion. Int. J. Appl. Earth Obs. Geoinformation 102: 102425 (2021) - [j18]Liang Bao, Xuemin Xing, Lifu Chen, Zhihui Yuan, Bin Liu, Qing Xia, Wei Peng:
Time Series Deformation Monitoring over Large Infrastructures around Dongting Lake Using X-Band PSI with a Combined Thermal Expansion and Seasonal Model. J. Sensors 2021: 6664933:1-6664933:17 (2021) - [j17]Jielan Wang, Hongguang Xiao, Lifu Chen, Jin Xing, Zhouhao Pan, Ru Luo, Xingmin Cai:
Integrating Weighted Feature Fusion and the Spatial Attention Module with Convolutional Neural Networks for Automatic Aircraft Detection from SAR Images. Remote. Sens. 13(5): 910 (2021) - [j16]Ru Luo, Lifu Chen, Jin Xing, Zhihui Yuan, Siyu Tan, Xingmin Cai, Jielan Wang:
A Fast Aircraft Detection Method for SAR Images Based on Efficient Bidirectional Path Aggregated Attention Network. Remote. Sens. 13(15): 2940 (2021) - [j15]Ru Luo, Jin Xing, Lifu Chen, Zhouhao Pan, Xingmin Cai, Zengqi Li, Jielan Wang, Alistair C. Ford:
Glassboxing Deep Learning to Enhance Aircraft Detection from SAR Imagery. Remote. Sens. 13(18): 3650 (2021) - 2020
- [j14]Siyu Tan, Lifu Chen, Zhouhao Pan, Jin Xing, Zhenhong Li, Zhihui Yuan:
Geospatial Contextual Attention Mechanism for Automatic and Fast Airport Detection in SAR Imagery. IEEE Access 8: 173627-173640 (2020) - [j13]Yikai Zhu, Xuemin Xing, Zhihui Yuan, Liang Bao, Lingjie Zhu, Lifu Chen:
Surface Deformation Retrieving Over Soft Clay Based on an Improved Time Series InSAR Model: A Case Study of Dongting Lake Area, China. IEEE Access 8: 195703-195720 (2020) - [j12]Lifu Chen, Yanzhi Liu, Peng Zhang, Zhihui Yuan, Xuemin Xing:
基于Multi-Path RefineNet的多特征高分辨率SAR图像道路提取算法 (Road Extraction Algorithm of Multi-feature High-resolution SAR Image Based on Multi-Path RefineNet). 计算机科学 47(3): 156-161 (2020) - [j11]Lifu Chen, Ting Weng, Jin Xing, Zhouhao Pan, Zhihui Yuan, Xuemin Xing, Peng Zhang:
A New Deep Learning Network for Automatic Bridge Detection from SAR Images Based on Balanced and Attention Mechanism. Remote. Sens. 12(3): 441 (2020) - [j10]Lifu Chen, Siyu Tan, Zhouhao Pan, Jin Xing, Zhihui Yuan, Xuemin Xing, Peng Zhang:
A New Framework for Automatic Airports Extraction from SAR Images Using Multi-Level Dual Attention Mechanism. Remote. Sens. 12(3): 560 (2020) - [j9]Lifu Chen, Peng Zhang, Jin Xing, Zhenhong Li, Xuemin Xing, Zhihui Yuan:
A Multi-Scale Deep Neural Network for Water Detection from SAR Images in the Mountainous Areas. Remote. Sens. 12(19): 3205 (2020) - [j8]Zhihui Yuan, Zhong Lu, Lifu Chen, Xuemin Xing:
A Closed-Form Robust Cluster-Analysis-Based Multibaseline InSAR Phase Unwrapping and Filtering Algorithm With Optimal Baseline Combination Analysis. IEEE Trans. Geosci. Remote. Sens. 58(6): 4251-4262 (2020) - [c5]Bin Zhang, Lixin Zhou, Sifan Song, Lifu Chen, Zijian Jiang, Jiaming Zhang:
Image Captioning in Chinese and Its Application for Children with Autism Spectrum Disorder. ICMLC 2020: 426-432
2010 – 2019
- 2019
- [j7]Xuemin Xing, Hsing-Chung Chang, Lifu Chen, Junhui Zhang, Zhihui Yuan, Zhenning Shi:
Radar Interferometry Time Series to Investigate Deformation of Soft Clay Subgrade Settlement - A Case Study of Lungui Highway, China. Remote. Sens. 11(4): 429 (2019) - [j6]Lifu Chen, Xianliang Cui, Zhenhong Li, Zhihui Yuan, Jin Xing, Xuemin Xing, Zhiwei Jia:
A New Deep Learning Algorithm for SAR Scene Classification Based on Spatial Statistical Modeling and Features Re-Calibration. Sensors 19(11): 2479 (2019) - [j5]Xuemin Xing, Lifu Chen, Zhihui Yuan, Zhenning Shi:
An Improved Time-Series Model Considering Rheological Parameters for Surface Deformation Monitoring of Soft Clay Subgrade. Sensors 19(14): 3073 (2019) - [j4]Peng Zhang, Lifu Chen, Zhenhong Li, Jin Xing, Xuemin Xing, Zhihui Yuan:
Automatic Extraction of Water and Shadow from SAR Images Based on a Multi-Resolution Dense Encoder and Decoder Network. Sensors 19(16): 3576 (2019) - [j3]Zhihui Yuan, Yice Gu, Xuemin Xing, Lifu Chen:
Phase Difference Measurement of Under-Sampled Sinusoidal Signals for InSAR System Phase Error Calibration. Sensors 19(23): 5328 (2019) - [j2]Xiangbin Liu, Xuemin Xing, Debao Wen, Lifu Chen, Zhihui Yuan, Bin Liu, Jianbo Tan:
Mining-Induced Time-Series Deformation Investigation Based on SBAS-InSAR Technique: A Case Study of Drilling Water Solution Rock Salt Mine. Sensors 19(24): 5511 (2019) - 2018
- [j1]Xuemin Xing, Debao Wen, Hsing-Chung Chang, Li Fu Chen, Zhihui Yuan:
Highway Deformation Monitoring Based on an Integrated CRInSAR Algorithm - Simulation and Real Data Validation. Int. J. Pattern Recognit. Artif. Intell. 32(11): 1850036:1-1850036:19 (2018) - 2017
- [c4]Xuemin Xing, Hsing-Chung Chang, Lifu Chen, Zhihui Yuan:
A comparison of time series deformation models based on Small Baseline Subset Interferometric Synthetic Aperture Radar for soft clay subgrade settlement. ICST 2017: 1-6 - 2016
- [c3]Zhihui Yuan, Lifu Chen, Haisheng Xu, Xuemin Xing:
Phase difference measurement of undersampled sinusoidal signals based on coherent accumulation and DFT. IGARSS 2016: 4796-4799 - [c2]Xuemin Xing, Debao Wen, Zhihui Yuan, Li Fu Chen:
Highway deformation monitoring based on CRInSAR technique. IGARSS 2016: 6018-6021 - [c1]Lifu Chen, Zhihui Yuan, Yinwei Li, Xuemin Xing, Siyu Wang:
A fast estimating method of initial phase offset for airborne dual-antenna INSAR system. IGARSS 2016: 6452-6455
Coauthor Index
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