动态不良天气图像去雨雪增强方法研究
摘要
本文主要对动态不良天气成像图像去雨雪进行研究,提出了基于背景建模的图像去雨雪方法,并将算法应用于静止场景和含运动目标场景,并对比分析了各算法的测试效果,经验证算法能够有效提高后续目标检测、跟踪、识别的准确度。
出处
《电子技术与软件工程》
2021年第20期106-109,共4页
ELECTRONIC TECHNOLOGY & SOFTWARE ENGINEERING
二级参考文献12
-
1GARG K, NAYAR S K. Detection and removal of rain from videos [ C ]//Proc of IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Los Alamitos: IEEE Computer Society, 2004 : 1528-1535.
-
2ZHANG Xiao-peng, LI Hao, QI Ying-yi, et al. Rain removal in video by combining temporal and chromatic properties[ C]//Proc of International Conference on Multimedia and Expo. 2006:461-464.
-
3BARNUM P, KANADE T, NARASIMHAN. Spatio-temporal frequency analysis for removing rain and snow from videos [C]//Proc of Workshop on Photometric Analysis for Computer Vision. 2007.
-
4BREWERLAND N, LIU Nian-jun. Using the shape characteristics of rain to identify and remove rain from video[ C ]//Proc of International Workshop on Structural, Syntactic and Statistical Pattern Recognition. 2008:451 - 458.
-
5SUBHANI M F, OAKLEY J P. Low latency mitigation of rain induced noise in images[ C ]//Proc of Conference on Visual Media Production. 2008.
-
6KASS M, WITKIN A, TERZOPOULOS D. Snake: active contour models[C]//Proc of the 1st International Conference on Computer Vision. 1987:259-268.
-
7WANG Y, TEOH E K, SHEN D. A B-snake model using statistical and geometric information applications to medical images [C]//Proc of the 7th International Conference on Control, Automation, Robotics and Vision. 2002: 793-796.
-
8UDUPA J K, SAMARASEKERA S. Fuzzy connectedness and object definition: theory, algorithm and applications in image segmentation [J]. Graphical Models and Image Processing, 1996,58 (3) : 246- 26].
-
9K. Garg and S. K. Nayar. Detection and removal of rain from videos[C]. Proc. CVPR 2004, vol. 1, pp. 528-535.
-
10Xiaopeng Zhang, Hao Li, Yingyi Qi, Wee Kheng Leow, Teck Khim Ng. Rain removal in video by combining temporal and chromatic properties[C]. Proc. ICME 2006.
共引文献14
-
1胡巍,何小海,高明亮,李木维,郭佩.一种新型的雨雪视频图像复原方法[J].四川大学学报(工程科学版),2012,44(S1):203-207. 被引量:1
-
2徐晶,刘鹏,刘家锋,唐降龙.一种受雨滴影响的运动目标检测方法[J].计算机研究与发展,2009,46(11):1885-1892. 被引量:5
-
3刘鹏,徐晶,刘家锋,唐降龙.一种受雨滴污染视频的快速分析方法[J].自动化学报,2010,36(10):1371-1378. 被引量:8
-
4朱志超,李斌,方帅.一种雨景视频图像的复原方法[J].合肥工业大学学报(自然科学版),2011,34(7):1011-1014. 被引量:2
-
5陈春雨,谢克宇,刘诗慧.一种改进的视频图像中雨滴去除方法[J].应用科技,2011,38(11):54-57. 被引量:1
-
6艾凯文,胡桂明,李维维.一种融合雨滴检测算法的混合高斯模型[J].装备制造技术,2012(5):41-43.
-
7周恒刚.咱也谈谈新工艺白酒[J].酿酒科技,2000(3):23-24. 被引量:3
-
8蔡志祥,耿彪.一种雨景视频图像的复原方法[J].电子测量与仪器学报,2012,26(6):553-557. 被引量:3
-
9黄铁军,郑锦,李波,傅慧源,马华东,薛向阳,姜育刚,于俊清.多媒体技术研究:2013——面向智能视频监控的视觉感知与处理[J].中国图象图形学报,2014,19(11):1539-1562. 被引量:26
-
10徐波,朱青松,熊艳海.视频图像去雨技术研究前沿[J].中国科技论文,2015,10(8):916-927. 被引量:7