M. Rodriguez-Blanco, V. Golikov, “Multiframe GLRT-based adaptive detection of multipixel targets on a sea surface”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 9, No. 12, pages 5506–5512, 2016.
L. Dong, B. Wang, M. Zhao, W. Xu, “Robust infrared maritime target detection based on visual attention and spatiotemporal filtering", IEEE Transactions on Geoscience and Remote Sensing, Volume 55, No. 5, pages 3037–3050, 2017.
Y. Xu, L. Jin, "Sea-Surface Floating Small Target Detection Based on SVM and Multidimensional Features", IEEE International Conference on Information Technology, Big Data and Artificial Intelligence, ICIBA 2020, Chongqing, pages 453-457, China, 2020.
S. Xu, J. Zhu, J. Jiang, P. Shui, "Sea-Surface Floating Small Target Detection by Multifeature DetectorbBased on Isolation Forest", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 14, pages 704-715, 2021.
P. Yang, L. Dong , W. Xu, "Infrared Small Maritime Target Detection based on Integrated Target Saliency Measure,", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 14, pages 2369-2386, 2021.
P. Yang, L. Dong, W. Xu, "Detecting Small Infrared Maritime Targets Overwhelmed in Heavy Waves by Weighted Multidirectional Gradient Measure”, IEEE Geoscience and Remote Sensing Letters, 2022.
P. Yang, L. Dong, H. Xu, H. Dai, W. Xu, "Robust Infrared Maritime Target Detection via Anti-Jitter Spatial–Temporal Trajectory Consistency”, IEEE Geoscience and Remote Sensing Letters, 2022.
X. Sun, W. Xiong, H. Shi, "A Novel Spatiotemporal Filtering for Dim Small Infrared Maritime Target Detection”, IEEE International Symposium on Electrical, Electronics and Information Engineering, ISEEIE 2022, pages 195-201, Chiang Mai, Thailand, 2022.
O. Pulpito, N. Acito, M. Diani, G. Ferri, R. Grasso, D. Zissis, “Saliency-Aided Online RPCA for Moving Target Detection in Infrared Maritime Scenarios”, MDPI Sensors, 2023.
T. Liu, C. Tang, Q. Zhang, R. He, Y. Chen, "Infrared Dim Small Target Detection of Ship on the Sea based on Improved RPCA", IEEE International Symposium on Intelligent Robotics and Systems, ISoIRS 2023, Changsha, China, pages 183-187, 2023.
P. Yang, L. Dong, W. Xu, "Small Maritime Target Detection using Gradient Vector Field Characterization of Infrared Image’, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 16, pages 1827-1841, 2023.
J. Fu, F. Li, J. Zhao, J. Tong, H. Zhang, "Infrared Small Dim Target Detection Under Maritime Near Sea–Sky Line based on Regional-Division Local Contrast Measure”, IEEE Geoscience and Remote Sensing Letters, Volume. 20, pages 1-5, 2023.
R. Ye, H. Xing, X. Zhou, "A Small Target Detection Method on Sea Surface Based on Markov Transition Field”, IEEE International Conference on Electronic Measurement and Instruments, ICEMI 2023, Harbin, China, 2023.
S. Wang, "Gaussian Wasserstein distance based ship target detection algorithm”, IEEE International Conference on Electrical Engineering, Big Data and Algorithms, EEBDA 2023, Changchun, China, 2023.
D. Ma, L. Dong, M. Zhang, R. Gao W,. Xu, "Weighted Adaptive Schatten p-norm and Transpose Variability Model for Infrared Maritime Small Target Detection", IEEE Transactions on Geoscience and Remote Sensing, 2023.
F. Wang, W. Qian, K. Ren, M. Wan, G. Gu, Q. Chen, "Maritime Small Target Detection based on Appearance Stability and Depth-Normalized Motion Saliency in Infrared Video With Dense Sunglints”, IEEE Transactions on Geoscience and Remote Sensing, Volume 61, pages 1-19, 2023
X. Wang, G. Cui, Y. Wang, W. Zhao, K. Xiong, "Marine Target Detection via Spatial–Temporal Graph Neural Network", IEEE Transactions on Instrumentation and Measurement, Volume 74, pages 1-14, 2025.
E. Zhao, L . Dong, X. Chu, M. Wang, “Infrared Maritime Small Target Detection Network Based on Attention and Partial Learning Convolution”, Infrared Physics and Technology, 2025.
H. Gu, A. Bian, “FlexShip: A More Flexible Network for Small Target Detection on Marine Ships”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025.
Y. Zheng, X. Ao, W. Xie, X. Lv, Z. Gao, X. Liu, Z. Fang, "IRS-DETR: Lightweight Real-Time Transformer for Infrared Ship Detection in Maritime Surveillance", Ocean Engineering, 2026.
Z. Liu, L. Dong, C. Li, H. Xu, "Spatio-Temporal Feature Perception and Fusion for Multi-Frame Maritime Infrared Small Target Detection", Advanced Engineering Informatics, 2026.
X. Jia, P. Huang, F. Dong, M. Chen, "Maritime Infrared Small-Target Detection via Local Contrast Measurement with a Novel Window and Central Directional Consistency", IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2026, Volume 64, pages 10127-10131, 2026.
Y. Zhang, C. Li, F. Man, W. Ren,Y. Zheng, "KDDNet: Knowledge and Data Dual-Driven Network for Infrared Small Ship Detection", Preprint, 2025.
L. Dong, D. Ma, G. Qin, T. Zhang, W. Xu, "Infrared Target Detection in Backlighting Maritime Environment based on Visual Attention Model", Infrared Physics and Technology, 2019.
Z. Yan, X. Shi, L. Gu, Z. Hu, F. Chen, Z. He, W. Hu, F. Wang, "Hierarchy Features Attention Network for Tiny Ship detection From SDGSAT-1 Thermal Infrared Images", Remote Sensing of Environment, 2025.
T. Wu, B. Li, Y. Luo, Y. Wang, C. Xiao, T. Liu, J. Yang, W. An, Y. Guo, "MTU-Net: Multilevel TransUNet For Space-based Infrared Tiny Ship Detection", IEEE Transactions on Geoscience and Remote Sensing, Volume 61, pages 1-15, 2023.
C. Hu, X. Dong, Y. Huang, L. Wang, L. Xu, T. Pu, Z. Peng, "SMPISD-MTPNet: Scene Semantic Prior Assisted Infrared Ship Detection using Multi-Task Perception Networks", IEEE Transactions on Geoscience and Remote Sensing, Volume 62, 2024.
B. Peng, T. Zhang, N. Yang, M. Menhas, B. Ahmad, H. Chen, "FEER-UNet: A Feature-Enhanced Encoding and Edge-guided Reconstruction Network for Infrared Ship Detection", International Conference on Electrical Engineering and Control Technologies, CEECT 2025, pages 555-560, 2025.
P. Wu, H. Huang, H. Qian, S. Su, B. Sun, Z. Zuo, "SRCANet: Stacked Residual Coordinate Attention Network for Infrared Ship Detection", IEEE Transactions on Geoscience and Remote Sensing, Volume 60, pages 1-14, 2022.
F. Guo, H. Ma, L. Li, M. Lv, Z. Jia, "FCNet: Flexible Convolution Network for Infrared Small Ship Detection", MDPI Remote Sensing, 2024.
C. Tang, Z. Ji, "IRS-DETR: Efficient Infrared Ship Detection Transformer for Complex Sea–Air Background", Ocean Engineering, Volume 22, pages 1-5, 2022.
W. Zhou, T. Ben, "IRMultiFuseNet: Ghost hunter for infrared ship detection", Displays, Volume 81, 2023.
Y. Lei, W. Zhang, X. Niu, H. Ning, X. Lu, "Cross-Modal Attention-Modulated Feature Enhancement Network for Visible-Infrared Ship Detection", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 19, pages 7568-7582, 2026
A. Maio, L. Patane, F. Sapuppo, M. Xibilia, "An Integrated Framework with Explainable Models based on Visible and Infrared Images for Safety Enhancement in Harbour Areas", Signal, Image and Video Processing, Volume 20, 2026.