[1] Haiyong ZHU, Junlin CHEN, Zhijiang ZENG et al. Stray light analysis and suppression of long-wave infrared Dewar component for cold optics. Infrared and Laser Engineering, 52, 20220823(2023).

[2] Dezhen YANG, Songlin YU, Jinjun FENG. Dynamic real-time restoration algorithm of defective pixels based on spatio-temporal statistics feature. Infrared and Laser Engineering, 51, 20210798(2022).

[3] Jinhui HAN, Yantao WEI, Zhenming PENG et al. Infrared dim and small target detection: A review. Infrared and Laser Engineering, 51, 20210393(2022).

[4] [4] LUO X, WANG S, Li B, et al. A mixed noise filter acceleration algithm based on mean value variance similarity [C]2011 Second International Conference on Digital Manufacturing & Automation. IEEE, 2011: 5558.

[5] M H HSIEH, F C CHENG, M C SHIE et al. Fast and efficient median filter for removing 1–99% levels of salt-and-pepper noise in images. Engineering Applications of Artificial Intelligence, 26, 1333-1338(2013).

[6] [6] ISMAEL S H, MUSTAFA F M, OKÜMÜS I T. A new approach of image denoising based on discrete wavelet transfm[C]2016 Wld Symposium on Computer Applications & Research (WSCAR). IEEE, 2016: 3640.

[7] Huabing WANG, Lanjun WAN. Small infrared target detection based on contourlet transformation and target characteristic analysis. Journal of Electronic Measurement and Instrument, 33, 120-125(2019).

[8] [8] CAO Y P, HE Z W, YANG J X, et al. A multiscale nonunifmity crection method based on wavelet decomposition guided filtering f uncooled long wave infrared camera[J]. Signal Processing : Image Communication , 2018, 60: 1321.

[9] A BUADES, B COLL, J M MOREL. Non-local means denoising. Image Processing on Line, 1, 208-212(2011).

[10] K DABOV, A FOI, V KATKOVNIK et al. Image denoising by sparse 3-D transform-domain collaborative filtering. IEEE Transactions on Image Processing, 16, 2080-2095(2007).

[11] [11] DESHPE S D, ER M H, VENKATESWARLU R, et al. Maxmean maxmedian filters f detection of small targets [C]Signal Data Processing of Small Targets, SPIE, 1999, 3809: 7483.

[12] Y CAO, R M LIU, J YANG. Small target detection using two-dimensional least mean square (TDLMS) filter based on neighborhood analysis. International Journal of Infrared and Millimeter Waves, 29, 188-200(2008).

[13] [13] TOM V T, PELI T, LEUNG M, et al. Mphologybased algithm f point target detection in infrared backgrounds [C]Signal Data Processing of Small Targets, SPIE, 1993, 1954: 211.

[14] Yang WANG, Qinbo ZHENG, Junping ZHANG. Infrared small target detection based on mathematical morphology. Infrared and Laser Engineering, 32, 28-31(2003).

[15] Yiqiang FANG, Zhengdong CHENG, Xiang FAN et al. A morphological infrared small target detection algorithm based on variance labeling. Chinese Journal of Electronics, 43, 338(2015).

[16] C L P CHEN, H LI, Y WEI et al. A local contrast method for small infrared target detection. IEEE Transactions on Geoscience and Remote Sensing, 52, 574-581(2013).

[17] L ZHANG, L PENG, T ZHANG et al. Infrared small target detection via non-convex rank approximation minimization joint l_2,1 norm. Remote Sensing, 10, 1821(2018).

[18] M ZHAO, W LI, L LI et al. Single-frame infrared small-target detection: A survey. IEEE Geoscience and Remote Sensing Magazine, 10, 87-119(2022).

[19] Z LI, F LIU, W YANG et al. A survey of convolutional neural networks: analysis, applications, and prospects. IEEE Transactions on Neural Networks and Learning Systems, 33, 6999-7019(2021).

[20] [20] WU Tianshu, ZHANG Zhijia, LIU Yunpeng, et al. A lightweight small object detection algithm based on improved SSD[J]. Infrared Laser Engineering , 2018, 47(7): 0703005. (in Chinese)

[21] Xinhao JIANG, Wei CAI, Zhiyong YANG et al. Infrared dim and small target detection based on YOLO-IDSTD algorithm. Infrared and Laser Engineering, 51, 20210106(2022).

[22] Xiaofeng ZHAO, Yebin XU, Fei WU et al. Ground infrared target detection method based on a parallel attention mechanism (invited). Infrared and Laser Engineering, 51, 20210290(2022).

[23] [23] DAI Y M, WU Y, ZHOU F, et al. Asymmetric contextual modulation f infrared small target detection [C]Proceedings of the IEEECVF Winter Conference on Applications of Computer Vision, 2021: 950959.

[24] [24] LI B, XIAO C, WANG L, et al. Dense nested attention wk f infrared small target detection[J]. IEEE Transactions on Image Processing , 2023, 32: 17451758.

[25] [25] HE K, ZHANG X, REN S, et al. Deep residual learning f image recognition[C]Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2016: 770778.

[26] [26] DIVAKAR N, BABU R V. Image denoising via CNNs: An adversarial approach [C]IEEE Conference on Computer Vision Pattern Recognition, 2017: 10761083.

[27] C TIAN, Y XU, L FEI et al. Enhanced CNN for image denoising. CAAI Transactions on Intelligence Technology, 4, 17-23(2019).

[28] Guang ZHAI, Shengran HU, Yiyong SUN et al. Research on LSTM method of high dynamic dim and small targets detection for space-based infrared early warning.. Infrared and Laser Engineering, 52, 20230010(2023).

[29] C GAO, D MENG, Y YANG et al. Infrared patch-image model for small target detection in a single image. IEEE Transactions on Image Processing, 22, 4996-5009(2013).

[30] [30] HAN J, LIANG K, ZHOU B, et al. Infrared small target detectionutilizing the multiscale relative local contrast measure[J]. IEEE Geoscience Remote Sensing Letters , 2018, 15(4): 612616.