Enhancement and Recognition of Infrared Target with Low Quality Under Backlight Maritime Condition

Yifeng Hou; Chang Ding; Hai Liu; Mandal Mrinal; Xingyu Gao; Zhendong Luo; Ziku Wu

doi:10.3788/AOS221387

[1] Su N Y, Chen X L, Guan J et al. One-dimensional sequence signal detection method for marine target based on deep learning[J]. Journal of Signal Processing, 36, 1987-1997(2020).

[2] Wang M Y, Meng X C, Shao F et al. SAR-assisted optical remote sensing image cloud removal method based on deep learning[J]. Acta Optica Sinica, 41, 1228002(2021).

[3] Lou C F, Zhang Y, Liu Y. Small target detection of infrared linear array image based on complemented gradient enhancement[J]. Acta Optica Sinica, 41, 2104001(2021).

[4] Wang Z W. Current development of rescue and salvage equipments[J]. Journal of Mechanical Engineering, 49, 91-100(2013).

[5] Chan Y T. Maritime filtering for images and videos[J]. Signal Processing: Image Communication, 99, 116477(2021).

[6] Chen C Q, Meng X C, Shao F et al. Infrared and visible image fusion method based on multiscale low-rank decomposition[J]. Acta Optica Sinica, 40, 1110001(2020).

[7] Ding C, Pan X P, Gao X Y et al. Three adaptive sub-histograms equalization algorithm for maritime image enhancement[J]. IEEE Access, 8, 147983-147994(2020).

[8] Chen Y, Zhu M, Li Z Z. Remote sensing digital image enhancement based on Gaussian mixture modeling[J]. Chinese Journal of Lasers, 41, 1209002(2014).

[9] Wang B, Dong L L, Zhao M et al. Texture orientation-based algorithm for detecting infrared maritime targets[J]. Applied Optics, 54, 4689-4697(2015).

[10] Yang X F, Zhang Y J, Liu W et al. Algorithm of infrared image enhancement for detecting far target at sea[J]. Journal of Dalian Maritime University, 41, 102-107, 132(2015).

[11] Wang Y Y, Zhao Y H, Luo H B et al. Dynamic range compression and detail enhancement of sea-surface infrared image[J]. Infrared and Laser Engineering, 48, 0126003(2019).

[12] Chen S D, Ramli A R. Minimum mean brightness error bi-histogram equalization in contrast enhancement[J]. IEEE Transactions on Consumer Electronics, 49, 1310-1319(2003).

[13] Singh K, Vishwakarma D K, Walia G S et al. Contrast enhancement via texture region based histogram equalization[J]. Journal of Modern Optics, 63, 1444-1450(2016).

[14] Chen C L P, Li H, Wei Y T et al. A local contrast method for small infrared target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 52, 574-581(2014).

[15] Han J H, Ma Y, Huang J et al. An infrared small target detecting algorithm based on human visual system[J]. IEEE Geoscience and Remote Sensing Letters, 13, 452-456(2016).

[16] Wei Y T, You X G, Li H. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognition, 58, 216-226(2016).

[17] Nie J Y, Qu S C, Wei Y T et al. An infrared small target detection method based on multiscale local homogeneity measure[J]. Infrared Physics & Technology, 90, 186-194(2018).

[18] Bai X Z, Bi Y G. Derivative entropy-based contrast measure for infrared small-target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 56, 2452-2466(2018).

[19] Chan Y T. Comprehensive comparative evaluation of background subtraction algorithms in open sea environments[J]. Computer Vision and Image Understanding, 202, 103101(2021).

[20] Yang P, Dong L L, Xu W H. Infrared small maritime target detection based on integrated target saliency measure[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 2369-2386(2021).

[21] Dong L L, Ding C, Xu W H. Two improved methods based on histogram equalization for image enhancement[J]. Acta Electronica Sinica, 46, 2367-2375(2018).

[22] Yu C, Liu Y P, Wu S H et al. Infrared small target detection based on multiscale local contrast learning networks[J]. Infrared Physics & Technology, 123, 104107(2022).

[23] Ren L, Pan Z B, Ni Y. Double layer local contrast measure and multi-directional gradient comparison for small infrared target detection[J]. Optik, 258, 168891(2022).