Infrared Dim Target Detection Based on Time-Space Domain Feature Fusion

Shuwei CUI; Wenbo WU

doi:10.3969/j.issn.1009-8518.2024.05.008

[2] EYSA R, HAMDULLA A. Issues on Infrared Dim Small Target Detection Tracking[C]2019 International Conference on Smart Grid Electrical Automation (ICSGEA), August 1011, 2019, Xiangtan, China. IEEE, 2019: 452456. DOI: 10.1109ICSGEA.2019.00108.

[6] DU Jingming, LU Huangzhang, HU Moufa, et al. CNNBased Infrared Dim Small Target Detection Algithm Using Targetiented ShallowDeep Features Effective Small Anch[J]. IET Image Processing, 2021, 15(1): 115. DOI:10.1049ipr2.12001.

[8] ZHU W, TAN Y . A Moving Infrared Small Target Detection Method Based on Optical FlowGuided Neural wks[C]2023 4th International Conference on Computer Vision, Image Deep Learning (CVIDL), May 1214, 2023, Zhuhai, China. IEEE, 2023: 531535. DOI: 10.1109CVIDL58838.2023.10166466.

[9] XU S W, MA Y, BAI X. Small Target Detection Method in Sea Clutter Based on Interframe MultiFeature Iteration[C]2021 IEEE 6th International Conference on Signal Image Processing (ICSIP), October 2224, 2021, Nanjing, China. IEEE, 2021: 8287. DOI: 10.1109ICSIP52628.2021.9689005.

[10] LIU X, LI X, LI L, et al. Dim Small Target Detection in MultiFrame Sequence Using BiConvLSTM 3DConv Structure[J]. IEEE Access, 2021, 9: 135845135855. DOI: 10.1109ACCESS.2021.3110395.

[12] HE K, ZHANG X, REN S, et al. Deep Residual Learning f Image Recognition[C]IEEE Conference on Computer Vision Pattern Recognition. June 2730, 2016, Las Vegas, NV, USA. IEEE, 2016: 770778. DOI: 10.1109CVPR.2016.90.

[13] QIU Z, YAO T, MEI T. Learning SpatioTempal Representation with Pseudo3D Residual wks[C]2017 IEEE International Conference on Computer Vision (ICCV), October 2229, 2017, Venice, Italy. IEEE, 2017: 55345542. DOI: 10.1109ICCV.2017.590.

[15] HOU Q, ZHOU D, FENG J. Codinate Attention f Efficient Mobile wk Design[C] 2021 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), June 2025, 2021, Nashville, TN, USA. IEEE, 2021: 1370813717. DOI: 10.1109CVPR46437.2021.01350.

[17] HUI B, SONG Z, FAN H, et al. A Dataset f Infrared Image DimSmall Aircraft Target Detection Tracking under GroundAir Background[DB]. Sci. Data Bank, 2019, 5: 12.