-
摘要:
水体对光线的多次散射会形成水下光场,水下光场的存在使水下光电成像质量显著恶化。为了对水下光电图像质量退化进行定量分析,需要研究水下光场分布,建立严格的水下图像传输模型。假定水体体散射函数(VSF)为球形对称,首先计算出理想点光源的水下光场分布,然后通过沿路径的亮度积分得到水体点扩展函数(PSF),最后借助于球谐函数与球面卷积等数学工具推导出球面空间中的水体调制传递函数(MTF)。在已知水体固有光学参数下,给出了水体调制传递函数以及对比度极限因子的图象。该算法模型解决了球形体散射函数条件下的水体调制传递函数推导问题,为解决非球形体散射函数及动态光场条件下水体调制传递函数的推导问题奠定了基础。
Abstract:The quality of underwater imaging significantly deteriorates due to underwater light field which caused by multiple scattering of water. In order to quantitatively analyze the quality degradation of underwater image, it is necessary to study the distribution of underwater light field and establish a strict underwater image transmission model. Assuming that water vdumn scattering function (VSF) is spherical symmetry, underwater light field distribution formed by an ideal point light source is calculated, and then water point spread function (PSF) is obtained by brightness integral along the path. Finally, water modulation transfer function (MTF) in the spherical space is derived by means of mathematical tools such as spherical harmonic function and spherical convolution. Under the condition that the intrinsic optical parameters of water are known, curves of water MTF and contrast limit factor are presented. The algorithm model solves the derivation of water MTF under the condition of spherical water VSF, and this lays a foundation for the derivation of water MTF under the condition of non spherical water VSF and dynamic light field.
-
-
[1] TIAN F, QIN M Z, LV N, et al. Review of underwater laser imaging technologies[J]. Optics & Laser Technology, 2025, 192: 113987. doi: 10.1016/j.optlastec.2025.113987 [2] SUN ZH, TIAN T, HU H F, et al. Extreme-depth water-related optical imaging: conquering ultra-low illumination environments from epipelagic zone to Mariana Trench[J]. PhotoniX, 2026, 7(1): 7. doi: 10.1186/s43074-025-00212-4 [3] SHEN Y, ZHAO CH J, LIU Y, et al. Underwater optical imaging: key technologies and applications review[J]. IEEE Access, 2021, 9: 85500-85514. doi: 10.1109/ACCESS.2021.3086820 [4] SHEN G X, LIU T C, CHEN J B, et al. Advances in water transparency research: mechanistic insights and multi-scale monitoring innovations[J]. Journal of Environmental Sciences, 2026, 167: 537-549. doi: 10.1016/j.jes.2025.09.057 [5] ZHANG X D, HU L B. Light scattering by pure water and seawater: recent development[J]. Journal of Remote Sensing, 2021, 2021: 9753625. doi: 10.34133/2021/9753625 [6] HAO Y SH, YUAN Y Y, ZHANG H M, et al. Underwater optical imaging: methods, applications and perspectives[J]. Remote Sensing, 2024, 16(20): 3773. doi: 10.3390/rs16203773 [7] WELLS W H. Loss of resolution in water as a result of multiple small-angle scattering[J]. Journal of the Optical Society of America, 1969, 59(6): 686-691. doi: 10.1364/JOSA.59.000686 [8] JAFFE J S. Computer modeling and the design of optimal underwater imaging systems[J]. IEEE Journal of Oceanic Engineering, 1990, 15(2): 101-111. doi: 10.1109/48.50695 [9] HOU W. A simple underwater imaging model[J]. Optics Letters, 2009, 34(17): 2688-2690. doi: 10.1364/OL.34.002688 [10] MAIK V, DANIEL S, JIJI A C. A novel imaging system for removal of underwater distortion using Code V[J]. IEIE Transactions on Smart Processing and Computing, 2017, 6(3): 141-150. [11] 李彩, 曹文熙, 柯天存, 等. 水体体散射函数测量技术研究进展[J]. 热带海洋学报, 2013, 32(5): 65-72. doi: 10.3969/j.issn.1009-5470.2013.05.009LI C, CAO W X, KE T C, et al. Progress in measurement techniques of volume scattering function of the ocean[J]. Journal of Tropical Oceanography, 2013, 32(5): 65-72. (in Chinese). doi: 10.3969/j.issn.1009-5470.2013.05.009 [12] 于亦凡, 陈维真, 黄海龙, 等. 图像传输方法测量海水的点扩展函数[J]. 光学学报, 2000, 20(12): 1647-1651. doi: 10.3321/j.issn:0253-2239.2000.12.012YU Y F, CHEN W ZH, HUANG H L, et al. Measurement of the point spread function of seawater with method of image transmission[J]. Acta Optica Sinica, 2000, 20(12): 1647-1651. (in Chinese). doi: 10.3321/j.issn:0253-2239.2000.12.012 [13] 何大华, 李阳阳, 周少杰. 水下光场的迭代求解[J]. 中国光学, 2022, 15(2): 297-305. doi: 10.37188/CO.2021-0162HE D H, LI Y Y, ZHOU SH J. Iterative solution of underwater scattering light field[J]. Chinese Optics, 2022, 15(2): 297-305. (in Chinese). doi: 10.37188/CO.2021-0162 [14] 何大华, 程朴, 李阳阳. 水下光场的蒙特卡罗法求解[J]. 应用光学, 2023, 44(2): 268-274. doi: 10.5768/JAO202344.0201005HE D H, CHENG P, LI Y Y. Monte Carlo method for solving underwater light field[J]. Journal of Applied Optics, 2023, 44(2): 268-274. (in Chinese). doi: 10.5768/JAO202344.0201005 [15] 何大华, 张瑞文, 李阳阳, 等. 水下光电成像模型[J]. 光学与光电技术, 2023, 21(5): 107-116. doi: 10.19519/j.cnki.1672-3392.2023.05.004HE D H, ZHANG R W, LI Y Y, et al. Underwater electro-optical imaging model[J]. Optics & Optoelectronic Technology, 2023, 21(5): 107-116. (in Chinese). doi: 10.19519/j.cnki.1672-3392.2023.05.004 [16] 孙立颖, 夏珉, 韩捷飞, 等. 湍流环境中水下成像系统的调制传递函数研究[J]. 光学学报, 2016, 36(8): 0801002. doi: 10.3788/AOS201636.0801002SUN L Y, XIA M, HAN J F, et al. Research of modulation transfer function of underwater imaging system in turbulent environment[J]. Acta Optica Sinica, 2016, 36(8): 0801002. (in Chinese). doi: 10.3788/AOS201636.0801002 [17] 蒲欢, 季小玲. 海洋湍流中光学成像相关问题研究[J]. 光学学报, 2016, 36(10): 1026014. doi: 10.3788/AOS201636.1026014PU H, JI X L. Problems of optical imaging in oceanic turbulence[J]. Acta Optica Sinica, 2016, 36(10): 1026014. (in Chinese). doi: 10.3788/AOS201636.1026014 [18] 卞耀明, 司徒国海. 透过散射介质光学成像技术的研究进展[J]. 中国激光, 2024, 51(11): 1101015. doi: 10.3788/CJL240678BIAN Y M, SITU G H. Advances in optical imaging in scattering media[J]. Chinese Journal of Lasers, 2024, 51(11): 1101015. (in Chinese). doi: 10.3788/CJL240678 [19] 李育亮, 齐金泉, 陈明亮, 等. 基于散斑场退化补偿的水下鬼成像[J]. 光学学报, 2024, 44(6): 0601003. doi: 10.3788/AOS230849LI Y L, QI J Q, CHEN M L, et al. Underwater ghost imaging based on speckle degradation compensation[J]. Acta Optica Sinica, 2024, 44(6): 0601003. (in Chinese). doi: 10.3788/AOS230849 [20] 王竹溪, 郭敦仁. 特殊函数概论[M]. 北京: 北京大学出版社, 2000.WANG ZH X, GUO D R. Introduction to Special Functions[M]. Beijing: Peking University Press, 2000. (in Chinese) (查阅网上资料, 未找到本条文献英文信息, 请确认). [21] 吴厚德, 翟予峥, 王洪昌, 等. 实时输出视频的水下主动偏振成像[J]. 光学 精密工程, 2024, 32(10): 1443-1455. doi: 10.37188/OPE.20243210.1443WU H D, ZHAI Y ZH, WANG H CH, et al. Real-time video output method for underwater active polarization imaging[J]. Optics and Precision Engineering, 2024, 32(10): 1443-1455. (in Chinese). doi: 10.37188/OPE.20243210.1443 [22] BAI X Y, LIANG Z D, ZHU ZH M, et al. Polarization-based underwater geolocalization with deep learning[J]. eLight, 2023, 3(1): 15. doi: 10.1186/s43593-023-00050-6 [23] 宗思光, 张鑫, 梁善永, 等. 多尺度复杂水质尾流气泡的激光探测仿真与实验[J]. 中国激光, 2023, 50(5): 0504003. doi: 10.3788/CJL220853ZONG S G, ZHANG X, LIANG SH Y, et al. Laser detection simulation and experiment of multiscale complex water wake bubble[J]. Chinese Journal of Lasers, 2023, 50(5): 0504003. (in Chinese). doi: 10.3788/CJL220853 [24] 尹皓, 于雪莲, 孙彦乾, 等. 非相干全息-偏振融合的水下计算成像方法及其自适应散射抑制[J]. 光学学报, 2026, 46(12): 1200015. doi: 10.3788/AOS260613YIN H, YU X L, SUN Y Q, et al. Underwater computing imaging method based on non-coherent holographic-polarization fusion and its adaptive scattering suppression[J]. Acta Optica Sinica, 2026, 46(12): 1200015. (in Chinese). doi: 10.3788/AOS260613 [25] 魏自浩, 王子豪, 董路, 等. 矩形光束照明的距离选通水下动态成像(特邀)[J]. 光学学报, 2026, 46(12): 1200013. doi: 10.3788/AOS252184WEI Z H, WANG Z H, DONG L, et al. Range-gated underwater dynamic imaging based on rectangular-beam illumination (invited)[J]. Acta Optica Sinica, 2026, 46(12): 1200013. (in Chinese). doi: 10.3788/AOS252184 -
下载: