1) Seismology (2 papers)
X. Zhang,Y. Zhang, Z.Liu, H. Wang, “Three-dimensiona seismic data reconstruction via partial sum of tensor nuclear norm minimization”, Journal of Geophysics and Engineering, 2023.
S. Pan, Z. Zha, S. Wang, Y. Li, Z. Fan, G. Yan, B. Nguyen, C. Zhu, “Triply Laplacian Scale Mixture Modeling for Seismic Data Noise Suppression”, Preprint, 2025.
2) Radar (11 papers)
Ground Moving Target Indication (GMTI)
J. Kang, Y. Wang, M. Schmitt, X. Xiang, Z. Se, “Object-based Multipass InSAR via Robust Low Rank Tensor Decomposition”, IEEE Transactions On Geoscience and Remote Sensing, 2018.
H. Liu, Z. Wang, F. Shang, Y. Shuyuan, S. Gou, L. Jiao, "Semi-supervised Tensorial Locally Linear Embedding for Feature Extraction using PolSAR Data” IEEE Journal of Selected Topics in Signal Processing, December 2018.
M Leibovich, G Papanicolaou, C Tsogka, "Synthetic aperture imaging and motion estimation using tensor methods", SIAM Journal on Imaging Sciences, 2020.
M Leibovich, "Novel Algorithms For Motion Detection And Imaging In Complex Scenes", PhD Thesis, Standford University, USA, July 2020.
D. Kumlu, “GPR clutter suppression by online stochastic tensor decomposition”, Remote Sensing Letters Volume 12, Issue 3, pages 237-246, 2021.
D. Kumlu, I. Erer, S. Paker, "A Novel Tensor RPCA based Background Subtraction Method for Outdoor Imaging with a Low Cost Portable Radar", IEEE Access, June 2022.
H. An, J. Wu, K. C. Teh, Z. Sun, Z. Li, J. Yang, "Joint Low-Rank and Sparse Tensors Recovery for Video Synthetic Aperture Radar Imaging", IEEE Transactions on Geoscience and Remote Sensing, Volume 60, pages 1-13, 2022.
L. Ramos, D. Alves, L. Duarte, M. Pettersson, R. Machado, "Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 16, pages 9697-9710, October 2023.
L. Ramos, D. Alves, L. Duarte, R. Machado,, M. Pettersson, V. Vu, P. Dammert, “Change Detection in Wavelength-Resolution SAR Image Stack based on Tensor Robust PCA”, IEEE Geoscience and Remote Sensing Letters, January 2024.
L. Ramos, D. Alves, R. Machado, L. Duarte, V. Vu, M. Pettersson, “Assessment of Nonidentical Flight Passes on Wavelength-Resolution SAR Change Detection based on Tensor Robust PCA”, IEEE International Radar Conference RADARConf 2025, May 2025.
Maritime Moving Target Indication (MMTI)
S. Song, J. Yang, "Ship detection in polarimetric SAR images via tensor robust principle component analysis", IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015, page 3152-3155, 2015.