Detection method for infrared dim and small targets under complex backgrounds via a spatio-temporal three-dimensional convolutional network
Image Processing|更新时间:2025-12-12
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Detection method for infrared dim and small targets under complex backgrounds via a spatio-temporal three-dimensional convolutional network
“In the field of aviation early warning, new progress has been made in infrared weak target detection technology. Experts have proposed a detection method based on spatiotemporal three-dimensional convolutional networks, which effectively improves the recall rate and average accuracy of target detection.”
Chinese Journal of Liquid Crystals and DisplaysVol. 40, Issue 11, Pages: 1688-1699(2025)
作者机构:
1.中国人民解放军海军装备部驻沈阳地区军事代表局, 辽宁 沈阳 110000
2.中国科学院 长春光学精密机械与物理研究所, 吉林 长春 130033
作者简介:
基金信息:
National Natural Science Foundation of China(62305335)
LI Shigang, WANG Weijia, ZHU Shengjie, et al. Detection method for infrared dim and small targets under complex backgrounds via a spatio-temporal three-dimensional convolutional network[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(11): 1688-1699.
DOI:
LI Shigang, WANG Weijia, ZHU Shengjie, et al. Detection method for infrared dim and small targets under complex backgrounds via a spatio-temporal three-dimensional convolutional network[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(11): 1688-1699. DOI: 10.37188/CJLCD.2025-0161. CSTR: 32172.14.CJLCD.2025-0161.
Detection method for infrared dim and small targets under complex backgrounds via a spatio-temporal three-dimensional convolutional network