Xingmin Cai

According to our database, Xingmin Cai authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Automatic detection of earthquake triggered landslides using Sentinel-1 SAR imagery based on deep learning.

Lifu Chen, Zengqi Li, Chuang Song, Jin Xing, Xingmin Cai, Zhenhuan Fang, Ru Luo, Zhenhong Li

Int. J. Digit. Earth, December, 2024

How can geostatistics help us understand deep learning? An exploratory study in SAR-based aircraft detection.

Lifu Chen, Zhenhuan Fang, Jin Xing, Xingmin Cai

Int. J. Appl. Earth Obs. Geoinformation, 2024

Where is my attention? An explainable AI exploration in water detection from SAR imagery.

Lifu Chen, Xingmin Cai, Zhenhong Li, Jin Xing, Jiaqiu Ai

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Towards transparent deep learning for surface water detection from SAR imagery.

Lifu Chen, Xingmin Cai, Jin Xing, Zhenhong Li, Wu Zhu, Zhihui Yuan, Zhenhuan Fang

Int. J. Appl. Earth Obs. Geoinformation, April, 2023

How Can Geostatistics Help Us Understand Deep Learning?

Zhenhuan Fang, Lifu Chen, Jin Xing, Xingmin Cai

Proceedings of the 8th International Conference on Control, Robotics and Cybernetics, 2023

2022

Geospatial Transformer Is What You Need for Aircraft Detection in SAR Imagery.

Lifu Chen, Ru Luo, Jin Xing, Zhenhong Li, Zhihui Yuan, Xingmin Cai

IEEE Trans. Geosci. Remote. Sens., 2022

Automatic Extraction of Layover From InSAR Imagery Based on Multilayer Feature Fusion Attention Mechanism.

Xingmin Cai, Lifu Chen, Jin Xing, Xuemin Xing, Ru Luo, Siyu Tan, Jielan Wang

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Integrating Weighted Feature Fusion and the Spatial Attention Module with Convolutional Neural Networks for Automatic Aircraft Detection from SAR Images.

Jielan Wang, Hongguang Xiao, Lifu Chen, Jin Xing, Zhouhao Pan, Ru Luo, Xingmin Cai

Remote. Sens., 2021

Glassboxing Deep Learning to Enhance Aircraft Detection from SAR Imagery.

Ru Luo, Jin Xing, Lifu Chen, Zhouhao Pan, Xingmin Cai, Zengqi Li, Jielan Wang, Alistair C. Ford

Remote. Sens., 2021

A Fast Aircraft Detection Method for SAR Images Based on Efficient Bidirectional Path Aggregated Attention Network.

Ru Luo, Lifu Chen, Jin Xing, Zhihui Yuan, Siyu Tan, Xingmin Cai, Jielan Wang

Remote. Sens., 2021