[1] RENKE K, CHUNPING W, ZHENMING P, et al. In- frared small target segmentation networks: a survey[J]. Pattern recognition, 2023, 143: 109788.

[2] HU J, ZHANG C, XU S, et al. An invasive target detec- tion and localization strategy using pan-tilt-zoom cameras for security applications[C]//2021 IEEE International Conference on Real-time Computing and Robotics(RCAR), July 15-19, 2021, Xining, China. New York: IEEE, 2021: 1236-1241.

[3] WANG Z, ZHENG L, LIU Y, et al. Towards real-time multi-object tracking[C]//European Conference on Computer Vision 2020, August 23-28, 2020, Glasgow, UK. Cham: Springer International Publishing, 2020: 107-122.

[4] ZHU H, LIU S, DENG L, et al. Infrared small target detection via low-rank tensor completion with top-hat regularization[J]. IEEE transactions on geoscience and remote sensing, 2019, 58(2): 1004-1016.

[5] LI H, WANG Q, WANG H, et al. Infrared small target detection using tensor based least mean square[J]. Computers & electrical engineering, 2021, 91: 106994.

[6] ZHAO M, LI W, LI L, et al. Single-frame infrared small-target detection: a survey[J]. IEEE geoscience and remote sensing magazine, 2022, 10(2): 87-119.

[7] FAN X, WU A, CHEN H, et al. Infrared dim and small target detection based on the improved tensor nuclear norm[J]. Applied sciences, 2022, 12(11): 5570.

[8] WANG C, QIN S. Adaptive detection method of infra- red small target based on target-background separation via robust principal component analysis[J]. Infrared physics & technology, 2015, 69: 123-135.

[9] GUO J, WU Y, DAI Y. Small target detection based on reweighted infrared patch-image model[J]. IET image processing, 2018, 12(1): 70-79.

[10] HAN J, LIANG K, ZHOU B, et al. Infrared small target detection utilizing the multiscale relative local contrast measure[J]. IEEE geoscience and remote sensing let- ters, 2018, 15(4): 612-616.

[11] DENG H, SUN X, LIU M, et al. Infrared small-target detection using multiscale gray difference weighted image entropy[J]. IEEE transactions on aerospace and electronic systems, 2016, 52(1): 60-72.

[12] HE C, WANG X, DENG L, et al. Image threshold seg- mentation based on GLLE histogram[C]//2019 Interna- tional Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (Green- Com) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), July 14-17, 2019, Atlanta, GA, USA. New York: IEEE, 2019: 410-415.

[13] HE C, XU L, LU G, et al. GLLE entropic threshold segmentation based on fuzzy entropy[J]. Nanjing Xinxi Gongcheng Daxue Xuebao, 2019, 11(6): 757-763. (in Chinese)

[14] XU G, HE C, WANG H, et al. DM-fusion: deep mod- el-driven network for heterogeneous image fusion[J]. IEEE transactions on neural networks and learning sys- tems, 2023, 26: 1-15.

[15] DENG L, HE C, XU G, et al. PcGAN: a noise robust conditional generative adversarial network for one shot learning[J]. IEEE transactions on intelligent transporta- tion systems, 2022, 23(12): 25249-25258.

[16] GAO C, 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.

[17] SUN Y, YANG J, LONG Y, et al. Infrared small target detection via spatial-temporal total variation regulariza- tion and weighted tensor nuclear norm[J]. IEEE access, 2019, 7: 56667-56682.

[18] DAI Y, WU Y. 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.

[19] ZHANG T, WU H, LIU Y, et al. Infrared small target detection based on non-convex optimization with LP-norm constraint[J]. Remote sensing, 2019, 11(5): 559.

[20] AKHTAR M J, MAHUM R, BUTT F S, et al. A robust framework for object detection in a traffic surveillance system[J]. Electronics, 2022, 11(21): 3425.

[21] SONG F, LI Y, CHENG W, et al. An improved dynamic programming tracking-before-detection algorithm based on LSTM network value function[J]. Systems science & control engineering, 2023, 11(1): 2223227.

[22] MAN Y, YANG Q, CHEN T. Infrared single-frame small target detection based on block-matching[J]. Sensors, 2022, 22(21): 8300.

[23] LUO Y, LI X, CHEN S, et al. LEC-MTNN: a novel multi-frame infrared small target detection method based on spatial-temporal patch-tensor[C]//Earth and Space: From Infrared to Terahertz, January 31, 2023, Nantong, China. Washington: SPIE, 2023: 144-154.

[24] WAN M, KAN R, GU G, et al. Infrared small moving target detection via saliency histogram and geometrical invariability[J]. Applied sciences, 2017, 7(6): 569.

[25] ZHAO B, XIAO S, LU H, et al. Spatial-temporal local contrast for moving point target detection in space-based infrared imaging system[J]. Infrared phys- ics & technology, 2018, 95: 53-60.

[26] DU P, HAMDULLA A. Infrared moving small-target detection using spatial-temporal local difference meas- ure[J]. IEEE geoscience and remote sensing letters, 2020, 17(10): 1817-1821.

[27] PANG D, SHAN T, MA P, et al. A novel spatiotemporal saliency method for low-altitude slow small infrared target detection[J]. IEEE geoscience and remote sensing letters, 2021, 19(1): 1-5.

[28] XU Y, HAO R, YIN W, et al. Parallel matrix factoriza- tion for low-rank tensor completion[J]. Inverse prob- lems and imaging, 2013, 9(2): 1-25.