[1] |
DESHPANDE S D, ER M H, VENKATESWARLU R, et al. Max-mean and max-median filters for detection of small targets[J]. Proceedings of the SPIE, 1999, 3809: 74-83. doi: 10.1117/12.364049 |
[2] |
BAI X, ZHOU F. Analysis of different modified top-hat transformations based on structuring element construction[J]. Signal Processing, 2010, 90(11): 2999-3003. doi: 10.1016/j.sigpro.2010.04.021 |
[3] |
CHEN C L P, LI H, WEI Y, et al. A local contrast method for small infrared target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2013, 52(1): 574-581. |
[4] |
朱金辉, 张宝华, 谷宇, 等. 基于双邻域对比度的红外小目标检测算法[J]. 激光技术, 2021, 45(6): 794-798.ZHU J H, ZHANG B H, GU Y, et al. Infrared small target detection algorithm based on double neighborhood contrast measure[J]. Laser Technology, 2021, 45(6): 794-798(in Chinese). |
[5] |
韩金辉, 魏艳涛, 彭真明, 等. 红外弱小目标检测方法综述[J]. 红外与激光工程, 2022, 51(4): 20210393.HAN J H, WEI Y T, PENG Zh M, et al. Infrared dim and small target detection: A review [J]. Infrared and Laser Engineering, 2022, 51(4): 20210393(in Chinese). |
[6] |
CANDÈS E J, LI X, MA Y, et al. Robust principal component analysis?[J]. Journal of the ACM, 2011, 58(3): 1-37. |
[7] |
GAO Ch Q, MENG D, YANG Y, et al. Infrared patch-image model for small target detection in a single image[J]. IEEE Transactions on Image Processing, 2013, 22(12): 4996-5009. doi: 10.1109/TIP.2013.2281420 |
[8] |
WANG X Y, PENG Zh M, KONG D H, et al. Infrared dim target detection based on total variation regularization and principal component pursuit[J]. Image and Vision Computing, 2017, 63: 1-9. doi: 10.1016/j.imavis.2017.04.002 |
[9] |
DAI Y M, WU Y Q, SONG Y, et al. Non-negative infrared patch-image model: Robust target-background separation via partial sum minimization of singular values[J]. Infrared Physics & Technology, 2017, 81: 182-194. |
[10] |
DAI Y M, WU Y Q. Reweighted infrared patch-tensor model with both nonlocal and local priors for single-frame small target detection[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(8): 3752-3767. doi: 10.1109/JSTARS.2017.2700023 |
[11] |
KILMER M E, MARTIN C D. Factorization strategies for third-order tensors[J]. Linear Algebra and Its Applications, 2011, 435(3): 641-658. doi: 10.1016/j.laa.2010.09.020 |
[12] |
LU C, FENG J, CHEN Y, et al. Tensor robust principal component analysis with a new tensor nuclear norm[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 42(4): 925-938. |
[13] |
ZHANG X Y, DING Q H, LUO H B, et al. Infrared small target detection based on an image-patch tensor model[J]. Infrared Phy-sics & Technology, 2019, 99: 55-63. |
[14] |
ZHANG L D, PENG Zh M. Infrared small target detection based on partial sum of the tensor nuclear norm[J]. Remote Sensing, 2019, 11(4): 382. doi: 10.3390/rs11040382 |
[15] |
SUN Y, YANG J G, LONG Y L, et al. Infrared patch-tensor model with weighted tensor nuclear norm for small target detection in a single frame[J]. IEEE Access, 2018, 6: 76140-76152. doi: 10.1109/ACCESS.2018.2883727 |
[16] |
ZHANG P, ZHANG L, WANG X, et al. Edge and corner awareness-based spatial-temporal tensor model for infrared small-target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 59(12): 10708-10724. |
[17] |
LIU H K, ZHANG L, HUANG H. Small target detection in infrared videos based on spatio-temporal tensor model[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(12): 8689-8700. doi: 10.1109/TGRS.2020.2989825 |
[18] |
PANG D D, SHAN T, LI W, et al. Facet derivative-based multidirectional edge awareness and spatial-temporal tensor model for infrared small target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 60: 5001015. |
[19] |
HALKO N, MARTINSSON P G, TROPP J A. Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions[J]. SIAM Review, 2011, 53(2): 217-288. doi: 10.1137/090771806 |
[20] |
ZHANG J, SAIBABA A K, KILMER M E, et al. A randomized tensor singular value decomposition based on the t-product[J]. Nume-rical Linear Algebra with Applications, 2018, 25(5): e2179. doi: 10.1002/nla.2179 |
[21] |
TARZANAGH D A, MICHAILIDIS G. Fast randomized algorithms for t-product based tensor operations and decompositions with applications to imaging data[J]. SIAM Journal on Imaging Sciences, 2018, 11(4): 2629-2664. doi: 10.1137/17M1159932 |
[22] |
BULUC A, KOLDA T G, WILD S M, et al. Randomized algorithms for scientific computing[EB/OL]. (2022-03-21)[2023-01-12]. https://arxiv.53yu.com/abs/2104.11079. |
[23] |
KÖTHE U. Edge and junction detection with an improved structure tensor[C]//Joint Pattern Recognition Symposium. Berlin, Heidelberg, Germany: Springer, 2003: 25-32. |
[24] |
JIANG T X, HUANG T Z, ZHAO X L, et al. Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm[J]. Journal of Computational and Applied Mathematics, 2020, 372: 112680. doi: 10.1016/j.cam.2019.112680 |
[25] |
KOLDA T G, BADER B W. Tensor decompositions and applications[J]. SIAM Review, 2009, 51(3): 455-500. doi: 10.1137/07070111X |
[26] |
BOYD S, PARIKH N, CHU E, et al. Distributed optimization and statistical learning via the alternating direction method of multipliers[J]. Foundations and Trends® in Machine Learning, 2011, 3(1): 1-122. |
[27] |
CANDES E J, WAKIN M B, BOYD S P. Enhancing sparsity by reweighted ℓ1 minimization[J]. Journal of Fourier Analysis and Applications, 2008, 14(5): 877-905. |
[28] |
CHE M, WANG X Zh, WEI Y M, et al. Fast randomized tensor singular value thresholding for low-rank tensor optimization[J]. Numerical Linear Algebra with Applications, 2022: 29(6): e2444. doi: 10.1002/nla.2444 |
[29] |
ZHANG Y, SHAO Y, SHEN J, et al. Infrared image impulse noise suppression using tensor robust principal component analysis and truncated total variation[J]. Applied Optics, 2021, 60(16): 4916-4929. doi: 10.1364/AO.421081 |
[30] |
van LOAN C F, GOLUB G H. Matrix computations[M]. 4th ed. Baltimore MD, USA: The Johns Hopkins University Press, 2013: 488-493. |
[31] |
HUI B W, SONG Zh Y, FAN H Q, et al. A dataset for infrared image dim-small aircraft target detection and tracking under ground/air background [DB/OL]. (2019-10-28)[2023-04-03]. https://www.scidb.cn/en/detail?dataSetId=720626 4209334 59968&version=V1&dataSetType=journal&tag=2&language=zh_CN. |