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Journal Articles
- 2024
[j8]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)- [j7]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) - 2023
- [j6]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) - 2022
- [j5]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) - [j4]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) - 2021
- [j3]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) - [j2]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) - [j1]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)
Conference and Workshop Papers
- 2023
- [c1]Zhenhuan Fang, Lifu Chen, Jin Xing, Xingmin Cai:
How Can Geostatistics Help Us Understand Deep Learning? CRC 2023: 244-247
Coauthor Index
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