Radon 变换对短模糊尺度下匀速直线运动模糊参数的准确估计

doi:10.3969/j.issn.1000-1093.2013.10.006

兵工学报 ›› 2013, Vol. 34 ›› Issue (10): 1231-1235.doi: 10.3969/j.issn.1000-1093.2013.10.006

Radon 变换对短模糊尺度下匀速直线运动模糊参数的准确估计

段若颖¹, 谌德荣¹, 蒋玉萍², 关咏梅², 高翔霄²

1. 北京理工大学机电工程与控制国家重点实验室, 北京100081; 2. 北京宇航系统工程研究所, 北京100076

收稿日期:2012-11-06 修回日期:2012-11-06 上线日期:2013-12-16
作者简介:段若颖(1987—),女,硕士研究生。
基金资助:
“十二五冶国防基础科研基金项目(B2220132013)

Accurate Estimation of Motion Blur Parameters at Short Blurred Extent Based on Radon Transform

DUAN Ruo-ying¹, CHEN De-rong¹, JIANG Yu-ping², GUAN Yong-mei², GAO Xiang-xiao²

1. National laboratory for Mechatronic and Control,Beijing Institute of Technology, Beijing 100081, China; 2. Beijing Institute of Astronautical Systems Engineering, Beijing 100076, China

Received:2012-11-06 Revised:2012-11-06 Online:2013-12-16

摘要/Abstract

摘要： 为提高短模糊尺度下的运动模糊参数估计精度,提出了一种改进的基于Radon 变换的频域估计算法。算法对运动模糊图像傅里叶变换频谱图做Radon 变换,利用运动模糊图像频谱图在垂直于条纹方向下Radon 变换时为明暗投影线的特性,在Radon 变换图中确定明暗投影线,由该投影线对应的Radon 变换角度和运动模糊图像的分辨率求解运动模糊参数。对Lena 图像的仿真结果表明:当模糊尺度为5 ~ 10 时,对模糊方向的估计误差小于1毅,对模糊尺度的估计误差小于 0. 5 个像素,优于现有算法的估计精度。

关键词: 兵器科学与技术, 短模糊尺度, Radon 变换, 运动模糊参数, 绝对误差

Abstract: An improved algorithm based on Radon transform is proposed to identify the motion blur parameters of image at short blurred extent more accurately. Considering that the spectrogram of motion blurred image is transformed into an alternate dark and bright projection line at perpendicular direction of dark stripe by Radon transform, the position of alternate dark and bright projection line in Radon transform image should be determined. The motion blur parameters can be determined by the Radon transform angle which corresponds to the projection line and the resolution of motion blurred image. The experimental results show that the estimated error in blurred direction is less than 1°and the estimated error of blurred extent is less than 0. 5 pixels when the blurred extent is 5 ~10 pixels. The estimation accuracy of improved algorithm is higher than other algorithm at short blurred extent.

Key words: ordnance science and technology, short blurred extent, Radon transform, motion blur parameter, absolute error

中图分类号:

TP751. 1

段若颖, 谌德荣, 蒋玉萍, 关咏梅, 高翔霄. Radon 变换对短模糊尺度下匀速直线运动模糊参数的准确估计[J]. 兵工学报, 2013, 34(10): 1231-1235.

DUAN Ruo-ying, CHEN De-rong, JIANG Yu-ping, GUAN Yong-mei, GAO Xiang-xiao. Accurate Estimation of Motion Blur Parameters at Short Blurred Extent Based on Radon Transform[J]. Acta Armamentarii, 2013, 34(10): 1231-1235.

参考文献

[1] 王颂康. 灵巧弹药的发展和爆炸成形弹丸战斗部[J]. 兵工学报:弹箭分册,1991,(2):80 -81. WANG Song-kang. Smart munition development and explosively formed penetrator warhead[J]. Acta Armamentarii:Projectiles and Rockets,1991,(2):80 -81. (in Chinese) [2] 王昊宇,徐学强,房玉军. 网络化协同打击弹药技术[J]. 兵工学报,2010,31(增刊2):136 -137. WANG Hao-yu, XU Xue-qiang, FANG Yu-jun. Network coopera- tive attack ammunition technology[J]. Acta Armamentarii, 2010, 31(S2):136 -137. (in Chinese) [3] 李勇,付庆红,田大新. 陆军精确化火力支援武器装备体系及发展[J]. 兵工学报,2010,31(增刊2):112 -113. LI Yong, FU Qing-hong, TIAN Da-xin. Armament system and de- velopment of army's precise firepower support weapon[J]. Acta Armamentarii, 2010,31(S2):112 -113. (in Chinese) [4] 张变莲. 一种基于Hough 变换的运动模糊图像复原方法[J]. 科学技术与工程,2010,10(28):7018 -7021. ZHANG Bian-lian. A recovering approach for motion blur based on Hough transformation[J]. Science Technology and Engineering, 2010,10(28):7018 -7021. (in Chinese) [5] Moghaddam M E, Jamzad M. Finding point spread function of mo- tion blur using radon transformation and modeling the motion length[C]//Proceedings of the Fourth IEEE International Sympo- sium on Signal Processing and Information Technology. Rome: IEEE, 2004: 314 -317. [6] Tanaka M, Yoneji K, Okutomi M. Motion blur parameter identifi- cation from a linearly blurred image[C]//International Conference on Consumer Electronics, Digest of Technical Papers. Las Vegas: IEEE,2007:1-2. [7] 范海菊,冯乃勤. 短模糊尺度下运动模糊参数的频域识别方法 [J]. 计算机工程与设计,2011,32(1):244 -247. FAN Hai-ju, FENG Nai-qin. Frequency domain approach to mo- tion blurred parameters identification at short blurred extent[J]. Computer Engineering and Design, 2011,32(1): 244 -247. (in Chinese) [8] 李宇成,贾宝华,杨光明. 运动模糊图像的参数估计与恢复 [J]. 计算机工程与设计,2010,31(19):4247 -4249. LI Yu-cheng, JIA Bao-hua, YANG Guang-ming. Blur parameter identification and restoration of motion blurred image[J]. Comput- er Engineering and Design, 2010,31 (19): 4247 - 4249. ( in Chinese)

[1]	周伯俊, 于传强，刘志浩，柯冰. 基于高压储能的特种车辆快速起竖技术与验证[J]. 兵工学报, 2022, 43(7): 1488-1497.
[2]	高月光，冯顺山，刘云辉，黄岐. 不同端盖厚度的圆柱形装药壳体破片初速分布[J]. 兵工学报, 2022, 43(7): 1527-1536.
[3]	娄伟鹏，郑长松，李和言，陈建文，张周立，马源. 高速《Symbol》v湿式换挡离合器排油阀临界开启和关闭压力研究[J]. 兵工学报, 2017, 38(9): 1665-1672.
[4]	王宪成，杨绍卿，马宁，赵文柱. 车辆柴油机缸套动载荷磨损计算模型研究[J]. 兵工学报, 2017, 38(9): 1673-1680.
[5]	孙皓泽，常天庆，王全东，孔德鹏，戴文君. 一种基于分层多尺度卷积特征提取的坦克装甲目标图像检测方法[J]. 兵工学报, 2017, 38(9): 1681-1691.
[6]	张玉燕，孙莎莎，王振春，曹海要，战再吉. 高速载流电枢表面瞬态温度场仿真与测量[J]. 兵工学报, 2017, 38(9): 1692-1698.
[7]	李臣明，宦超，石怀龙. 某箱式火箭炮对面目标分布式杀伤最优火力分配[J]. 兵工学报, 2017, 38(9): 1699-1704.
[8]	雷娟棉，张嘉炜，谭朝明. 小攻角下船尾外形对旋转弹丸马格努斯效应影响的数值研究[J]. 兵工学报, 2017, 38(9): 1705-1715.
[9]	李泽，闫晓鹏，栗苹，郝新红，王建涛. 扫频式干扰对调频多普勒引信的干扰机理研究[J]. 兵工学报, 2017, 38(9): 1716-1722.
[10]	张浩为，谢军伟，张昭建，宗彬锋，陈唐军. 基于混合自适应遗传算法的相控阵雷达任务调度[J]. 兵工学报, 2017, 38(9): 1761-1770.
[11]	李茂，侯海量，朱锡，黄晓明，李典，陈长海，胡年明. 结构间隙对芳纶纤维增强复合装甲结构抗侵彻性能的影响[J]. 兵工学报, 2017, 38(9): 1797-1805.
[12]	王鉴, 韩焱, 王黎明, 张丕状, 陈平. 弹丸在膛内运动的回波信号瞬时频率估计方法研究[J]. 兵工学报, 2017, 38(9): 1806-1814.
[13]	刘海鸥，张文胜，徐宜，赵梓烨. 基于核密度估计的履带车辆传动轴载荷谱编制[J]. 兵工学报, 2017, 38(9): 1830-1838.
[14]	姜缪文，闫健卓，陈继民. 基于拓扑优化技术的军用头盔内胆结构三维打印[J]. 兵工学报, 2017, 38(9): 1845-1853.
[15]	张磊，李世民，朱刚. 基于时间连续灰色Markov模型的维修器材需求预测方法研究[J]. 兵工学报, 2017, 38(9): 1862-1866.

Radon 变换对短模糊尺度下匀速直线运动模糊参数的准确估计

Accurate Estimation of Motion Blur Parameters at Short Blurred Extent Based on Radon Transform

PDF

可视化

被引次数

摘要/Abstract

引用本文

使用本文

参考文献

相关文章 15

编辑推荐

Metrics

本文评价