Buried Object Detection

RPCA (9 papers)

D. Kalika, M. Knox, L. Collins, P. Torrione, K. Morton, “Leveraging robust principal component analysis to detect buried explosive threats in handheld ground-penetrating radar data”, Proceedings of SPIE 9454, 2015.

X. Song, D. Xiang, K. Zhou, Y. Su, "Improving RPCA-based Clutter Suppression in GPR Detection of Antipersonnel Mines”, IEEE Geoscience and Remote Sensing Letters, pages 1338-1342, 2017.

L. Liu, Y. Han, J. Li, H. Xu, B. Wang, "GPR detection of underground void based on low-rank and sparse representation”, IEEE International Conference on Ground Penetrating Radar, GPR 2018, Rapperswil, USA, pages 1-4, 2018.

X. Tang, "Extraction and Sparse Representation of GPR Landmine Echo Signal", International Workshop on Advanced Ground Penetrating Radar, September 2019.

Y. Yoon, D. Kim, J. Yoon, S. Choi, "Iterative Robust PCA method to detect landmines in Ground Penetrating Radar", IEEE Radar Conference, RadarConf 2019, pages 1-6, Boston, MA, USA, 2019.

Y. Zhao, X. Yang, X. Qu, T. Lan, J. Gong, "Clutter Removal Method for GPR based on Low-Rank and Sparse Decomposition with Total Variation Regularization", IEEE Geoscience and Remote Sensing Letters, Volume 20, pages 1-5, 2023.

Z. He, Q. Meng, J. Lin, L. Shan, Y. Ling, D. Xu, J. Yu, E. Qu, "Ground Penetrating Radar Signal Processing Method Research for Hidden Cable Accurate Detection”, IEEE International Congress on Image and Signal Processing, CISP 2023, Taizhou, China, 2023.

L. Liu, C. Song, Z. Wu, H. Xu, J. Li, B. Wang, J. Li, "GPR Clutter Removal Based on Weighted Nuclear Norm Minimization for Nonparallel Cases", MDPI Sensors, 2023.

S. Ozgul, I. Erer, "Clutter Removal in Ground Penetrating Radar by Learned RPCA”, IEEE International Conference on Telecommunications and Signal Processing, TSP 2023, Prague, Czech Republic, 2023.

RPCA/DMD (1 paper)

J. Burns, N. Subotic, B. Thelen, M. Masarik, I. Xique, “Decomposition approaches to separate clutter/background from buried object signatures”, International Conference on Electromagnetics in Advanced Applications, ICEAA 2017, pages 1909-1912, Verona, Italy, 2017.

GoDec (1 paper)

X. Song, D. Xiang , K. Zhou, Y. Su, "Fast Prescreening for GPR Antipersonnel Mine Detection via Go Decomposition", IEEE Geoscience and Remote Sensing Letters, 2019.

ROSL (1 paper)

D. Kumlu, I. Erer, "GPR Clutter Reduction by Robust Orthonormal Subspace Learning", IEEE Access, pages 74145-74156, 2020.