Small Target Detection

C. Gao, D. Meng, Y. Yang, Y. Wang, X. Zhou, A. Hauptmann, “Infrared Patch-Image Model for Small Target Detection in a Single Image”, IEEE Transactions on Image Processing, Volume 22, No. 12, December 2013.

Y. He, M. Li, J. Zhang, Q. An, “Small infrared target detection based on low-rank and sparse representation,” Infrared Physics and Technology, Volume 68, pages 98-109, 2015.

C. Wang, S. Qin, “Adaptive detection method of infrared small target based on target-background separation via robust principal component analysis”, Infrared Physics and Technology, Volume 69, pages 123 -135, 2015.

J. Fan, Y. Gao, Z. Wu, L. Li, “Infrared Dim Small Target Detection Technology based on RPCA”, International Conference on Electronic Information Technology and Intellectualization, ICEITI 2017, 2017.

Y. Dai, Y. Wu, Y. Song, J. Guo, “Non-negative infrared patch-image model: Robust target-background separation via partial sum minimization of singular values,” Infrared Physics and Technology, Volume 81, pages 182-194, 2017.

J. Gao, C. Wen, M. Liu, “Robust Small Target Co-Detection from Airborne Infrared Image Sequences”, MDPI Sensors, 2017.

L. Zhang, L. Peng, T. Zhang, S. Cao, Z. Peng, “Infrared small target detection via non-convex rank approximation minimization joint l2,1 norm”, MDPI Remote Sensing, 2018.

T. Zhang, H. Wu, Y. Liu, L. Peng, C. Yang, Z. Peng “Infrared Small Target Detection based on Non-Convex Optimization with Lp-Norm Constraint”, MDPI Remote Sensing, 2019.

B. Li, X. Zhiyong, J. Zhang, X. Wang, X. Fan, “Background Modeling based on Statistical Clustering Partitioning", Mathematical Problems in Engineering", January 2021.

F. Zhou, Y. Wu, Y. Dai, P. Wang, K. Ni, “Graph-regularized Laplace approximation for detecting small infrared target against complex backgrounds”, IEEE Access, Volume 7, pages 354–371, 2019.

F. Zhou, Y. Wu, Y. Dai, K. Ni, “Robust infrared small target detection via jointly sparse constraint of l1/2-metric and dual-graph regularization", MDPI Remote Sensing, Volume 12, No. 12, pages 1963, 2020.

X. Wang, Z. Peng, D. Kong, P. Zhang, Y. He, "Infrared dim target detection based on total variation regularization and principal component pursuit", Image Vision Computing, Volume 63, pages 1-9, 2017.

F. Zhou, Y. Wu, Y. Dai, P. Wang, "Detection of small target using schatten 1/2 quasi-norm regularization with reweighted sparse enhancement in complex infrared scenes", MDPI Remote Sensing, Volume 11, page 2058, 2019.

C. Gao, L. Wang, Y. Xiao, Q. Zhao, D. Meng, "Infrared small-dim target detection based on Markov random field guided noise modeling", Pattern Recognition, Volume 76, pages 463-475, 2018.

D. Pang, T. Shan, W. Li, P. Ma, S. Liu, R. Tao, "Infrared Dim and Small Target Detection Based on Greedy Bilateral Factorization in Image Sequences", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume 13, pages 3394-3408, 2020.

H. Wang, J. Lou, C. Zhang, Y. Liu, "Infrared Small Dim Target detection Based on Weighted Nuclear Norm Minimization", IEEE Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems, CYBER 2017, pages 388-393, Honolulu, USA, 2017.

Y. Yuan, S. Dong, "Adaptive Detection of Infrared Small Target Based on Target-Background Separation with Ratio Minimization of Singular Values", Annual International Conference on Network and Information Systems for Computers, ICNISC 2018, pages 144-149, Wuhan, China, 2018.

W. Li, M. Zhao, X. Deng, L. Li, L. Li, W. Zhang, “Infrared small target detection using local and nonlocal spatial information,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Volume12, No. 9, pages 3677–3689, 2019.

H. Zhu, H. Ni, S. Liu, G. Xu, L. Deng, “TNLRS: Target-aware non-local low-rank modeling with saliency filtering regularization for infrared small target detection", IEEE Transactions on Image Processing, Volume 29, pages 9546-9558, 2020.

Z. Li, S. Liao, T. Zhao, "Infrared Dim and Small Target Detection based on Strengthened Robust Local Contrast Measure", IEEE Transactions on Geoscience and Remote Sensing Letters, December 2021.

X. Chen, Y. Cheng, H. Wu, H. Wang, "Moving Target Detection via Robust PCA over Varieties of Low-Rank Matrices", IEEE Transactions on Geoscience and Remote Sensing Letters, 2022.

M. Wan, G. Gu, Y. Xu, W. Qian, K. Ren, Q. Chen, “Total variation based interframe infrared patch-image model for small target detection", IEEE Geoscience and Remote Sensing Letters, Volume 19, pages 1–5, 2022.

X. Chen, Y. Cheng, H. Wu, H. Wang, "Moving Target Detection by Robust PCA in the Topological Space of Low-Rank Matrices”, IEEE Geoscience and Remote Sensing Letters, June 2022.

F. Yan, G. Xu, Q. Wu, J. Wang, Z. Li, “Infrared small target detection using kernel low-rank approximation and regularization terms for constraints”, Infrared Physics and Technology, 2022.

Y. Liu, X. Liu, X. Hao, W. Tang, S. Zhang, T. Lei, "Single-Frame Infrared Small Target Detection by High Local Variance, Low-Rank and Sparse Decomposition", IEEE Geoscience and Remote Sensing, June 2023.

X. Zhou, Y. Zhang, Y. Hu, "Learned Masked Robust Principal Component Analysis Model for Infrared Small Target Detection", IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2023, pages 6636-6639, Pasadena, USA, 2023.

T. Liu, J. Yang, B. Li, Y. Wang, W. An, "Representative Coefficient Total Variation for Efficient Infrared Small Target Detection", IEEE Transactions on Geoscience and Remote Sensing, Volume 61, pages 1-18, 2023.

Y. Shao, X. Kang, M. Ma, C. Chen, S. He, D. Wang, “Infrared Dim Small Target Detection Based on Nonconvex Constraint with L1–L2 Norm and Total Variation”, MDPI Remote Sensing, 2023.

S. Rawat, S. Verma, Y. Kumar, “Infrared small target detection based on Bi-Nuclear norm minimization”, Multimedia Tools and Applications, 2023.

K. Wang, D. Jiang, L. Yun, F. Wu, “The infrared point target detection algorithm based on modified random walker and non-convex rank approximation minimization under the complex background”, Journal of Infrared and Millimeter Waves, Volume 42, No. 4, pages 546-557, 2023.

M. Li, Y. Wei, B. Dan, D. Liu, J. Zhan, “Infrared Small Dim Target Detection Using Group Regularized Principal Component Pursuit”, MDPI Remote Sensing, 2023.

F. Wu, T. Zhang, L. Li, Y. Huang, Z. Peng, “RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection”, IEEE Winter Conference on Applications of Computer Vision, WACV 2024, pages 4809-4818, 2024.