1.Robust Subspace Learning (3 papers)
M. Li, W. Huo, Z. Li, J. Wu, J. Yang, "SAR Image Reconstruction and Target Extraction with Under-Sampled Data Via Low-Rank and Sparsity Matrix Decomposition", IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, pages 4564-4567, 2021.
G. Shu, J. Chang, J. Lu, Q. Wang, N. Li, "A Novel Method for SAR Ship Detection based on Eigensubspace Projection", MDPI Remote Sensing, 2022.
Z. Lv, J. Lu, Q. Wang, Z. Guo, N. Li, "ESP-LRSMD: A Two-Step Detector for Ship Detection using SLC SAR Imagery", IEEE Transactions on Geoscience and Remote Sensing, Volume 60, pages 1-16, 2022.
2.Deep Learning (16 papers)
Y. Du, L. Du, Y. Guo, Y. Shi, Z. Wang, "Scene Characteristic Mining-based Semisupervised Network for Ship Detection in SAR Images", IEEE International Radar Conference, RADAR 2023, pages 1-6, Sydney, Australia, 2023.
H. Liu, "SAR image ship detection based on light-weight multi-scale feature enhancement network", IEEE Youth Academic Annual Conference of Chinese Association of Automation, YAC 2023, Hefei, China, 2023.
S. Zhou, M. Zhang, L. Wu, D. Yu, J. Li, F. Fan, L. Zhang, Y.Liu, “Lightweight SAR Ship Detection Network based on Transformer and Feature Enhancement”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, February 2024.
C. Chen, Y. Zhang, R. Hu, Y. Yu, "A Lightweight SAR Ship Detector using End-to-End Image Preprocessing Network and Channel Feature Guided Spatial Pyramid Pooling”, IEEE Geoscience and Remote Sensing Letters, Volume 21, pages1-5, 2024.
H. Yu, S. Yang, S. Zhou, Y. Sun, "VS-LSDet: A Multiscale Ship Detector for Spaceborne SAR Images based on Visual Saliency and Lightweight CNN”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 17, pages 1137-1154, 2024.
P. Wang, Y. Chen, Y. Yang, P. Chen, G. Zhang, D. Zhu, Y. Jie, C. Jian, H. Leung, "A General Multiscale Pyramid Attention Module for Ship Detection in SAR Images," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pages 2815-2827, 2024.
D. Liu, S. Chang, Y. Deng, Z. He, F. Wang, Z. Zhang, C. Han, C. Yu, "A Novel Spaceborne SAR Constellation Scheduling Algorithm for Sea Surface Moving Target Search Tasks", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 17, pages 3715-3726, 2024.
J. Wang, C. Wang, Z. Li, W. He, Y. Zhong, Y. Huang, "Overcoming Data Scarcity in Maritime Radar Target Detection via a Complex-Valued Hybrid Spatio-Temporal Network", IEEE Geoscience and Remote Sensing Letters, 2025.
Y. Fan, X. Wang, S. Chen, Z. Guo, J. Su, M. Tao, "Sea Surface Weak Target Detection Based on Weighted Difference Visibility Graph", IEEE Geoscience and Remote Sensing Letters, 2025.
C. Liu, Y. Deng, Z. Zhang, H. Fan, H. Zhang, X. Qi , “TNN-STME: A Matrix Decomposition Method for SAR Ship Real-Time Detection using 2-D Asymmetric Resolution Mode”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume18, pages 7221-7235, 2025.
Y. Zhang, W. Cai, J. Guo, H. Kong, Y. Huang, X. Ding, "Lightweight SAR Ship Detection via Pearson Correlation and Nonlocal Distillation," IEEE Geoscience and Remote Sensing Letters, pages 1-5, 2025.
Y. Hao, J. Wu, Y. Yao, Y. Guo, "A Robust Anchor-Free Detection Method for SAR Ship Targets With Lightweight CNN", IEEE Transactions on Instrumentation and Measurement, Volume 74, pages 1-19, 2025.
H Yu, B Liu, L Wang, T Li “LD-Det: Lightweight Ship Target Detection Method in SAR Images via Dual Domain Feature Fusion”, MDPI Remote Sensing, 2025.
M. Yoo, J. Han, S. Kim, "Deep Spiking Neural Network for Energy-Efficient SAR Ship Detection", IEEE Geoscience and Remote Sensing Letters, pages 1-5, 2025.
M. Rahimi, S. Sharifian, “SAMSAR: A modified SAM Architecture for Oceanic Ship Segmentation of Satellite SAR images using CNN-based Cross-Fused Attention”, Expert Systems with Applications, May 2025.
W. Ma, X. Yang, H. Zhu, X. Wang, B. Hou, M. Ma, Y. Wu, “Dense-Weak Ship Detection based on Foreground-Guided Background Generation Network in SAR images”, IEEE Transactions on Geoscience and Remote Sensing, May 2025.