Infrared Technology, Volume. 43, Issue 4, 349(2021)
Small Infrared Target Detection Based on Fully Convolutional Network
[1] [1] DESHPANDE S D, ER M H, VENKATESWARLU R, et al. Max-mean and max-median filters for detection of small targets[C]//Proceedings of SPIE, 1999, 3809: 74-83.
[2] [2] ZENG M, LI J X, PENG Z, et al. The design of top-hat morphoLoGical filter and application to infrared target detection[J]. Infrared Physics and Technology, 2006, 48(1): 67-76.
[3] [3] YANG L, YANG J, YANG K, et al. Adaptive detection for infrared small target under sea–sky complex background[J]. Electronics Letters, 2004, 40(17): 1083-1085.
[4] [4] HILLIARD C I. Selection of a clutter rejection algorithm for real-time target detection from an airborne platform[C]//Proceedings of SPIE, 2000, 4048: 74-84.
[5] [5] REED I, GAGLIARDI R, STOTTS L, et al. Optical Moving Target Detection with 3-D Matched Filtering[J]. IEEE Transactions on Aerospace and Electronic Systems, 1988, 24(4): 327–336.
[6] [6] WEI Y T, YOU X G, LI H, et al. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognition, 2016, 58: 216-226.
[7] [7] DENG H, SUN X P, LIU M L,et al. Infrared small-target detection using multiscale graydi.erence weighted image entropy[J]. IEEE Transactions on Aerospace and Electronic Systems,2016, 52(1): 60-72.
[8] [8] KIM S H, LEE J Y.Scale invariant small target detection by optimizing signal-to-clutter ratio in heterogeneous background for infrared search and track[J]. Pattern Recognition, 2012, 45: 393-406.
[11] [11] KIM J, LEE J K, Lee K M,et al. Deeply-recursive convolutional network for image super-resolution[C]//Proceedings of 2016 IEEE Conference on Computer Vision and Pattern Recognition, New York: 2016: 1637-1645.
[12] [12] LI J, YE D H, CHUNG T,et al. Multi-target detection and tracking from a single camera in unmanned aerial vehicles (UAVs)[C]//Proceedings of 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016: 4992-4997.
[13] [13] GAO C, ZHANG T, LI Q, et al. Small infrared target detection using sparsering representation[J]. IEEE Aerospace and Electronic Systems Magazine, 2012, 27(3): 21-30.
[14] [14] QU X J, CHEN H, PENG G H, et al. Novel detection method for infrared smalltargets using weighted information entropy[J]. Journal of Systems Engineering and Electronics, 2012, 23(6): 838-842.
Get Citation
Copy Citation Text
YANG Qili, ZHOU Binghong, ZHENG Wei, LI Mingtao. Small Infrared Target Detection Based on Fully Convolutional Network[J]. Infrared Technology, 2021, 43(4): 349