留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

基于运动增强和颜色分布比对的运动目标检测

郭江 谷多玉 李书晓 常红星

郭江, 谷多玉, 李书晓, 等 . 基于运动增强和颜色分布比对的运动目标检测[J]. 北京航空航天大学学报, 2012, (2): 263-267,272.
引用本文: 郭江, 谷多玉, 李书晓, 等 . 基于运动增强和颜色分布比对的运动目标检测[J]. 北京航空航天大学学报, 2012, (2): 263-267,272.
Guo Jiang, Gu Duoyu, Li Shuxiao, et al. Moving object detection using motion enhancement and color distribution comparison[J]. Journal of Beijing University of Aeronautics and Astronautics, 2012, (2): 263-267,272. (in Chinese)
Citation: Guo Jiang, Gu Duoyu, Li Shuxiao, et al. Moving object detection using motion enhancement and color distribution comparison[J]. Journal of Beijing University of Aeronautics and Astronautics, 2012, (2): 263-267,272. (in Chinese)

基于运动增强和颜色分布比对的运动目标检测

详细信息
  • 中图分类号: TP 391

Moving object detection using motion enhancement and color distribution comparison

  • 摘要: 为检测无人机视频中的地面运动目标,提出了一种运动和颜色信息相结合的算法.采用前向运动历史图像来增强独立运动信息和抑制背景噪声,确保完整分割出候选运动区域; 提出一种迭代的、基于局部颜色分布比对的方法,去除候选区域中的背景像素,以更准确地提取单个运动目标.算法不仅节约了计算量,还有效降低了误检和漏检的可能性.多组无人机视频的实验结果表明了所提算法的高效性和鲁棒性.

     

  • [1] Burt P J,Bergen J R,Hingorani R,et al.0bject tracking with a moving camera [C]//Nassau.Proceedings of the IEEE Workshop on Visual Motion.New Jersey:IEEE Computer Society Press,1991:2-12
    [2] Kumar R,Sawhney H,Samarasekera S,et al.Aerial video surveillance and exploitation[J].IEEE Proceddings,2001,89(10):1518-1539
    [3] Ali S,Shah M.Cocoa:tracking in aerial imagery[C]//Daniel J Henry.Airborne Intelligence,Surveillance,Reconnaissance(ISR) Systems and Applications III.Bellingham:SPIE the International Society for Optical Engineering,2006
    [4] Zhao Zhengyin,Collins R.Moving object localization in thermal imagery by forward-backward MHI[C]//Schmid C.IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshop.New York:IEEE Computer Society Press,2006:133-140
    [5] Veit T,Cao F,Bouthemy P.An a contrario decision framework for region-based motion detection[J].International Journal of Computer Vision,2006,68(2):163-178
    [6] Yao F H,Sekmen A,Malkani M.A novel method for real-time multiple moving targets detection from moving IR camera[C]//19th International Conference on Pattern Recognition.Florida:IEEE Computer Society Press,2008:1-4
    [7] Zitova B,Flusser J.Image registration methods: a survey[J].Image and Vision Computing,2003,21(11):977-1000
    [8] Benedek C,Sziranyi T,Kato Z,et al.Detection of object motion regions in aerial Image pairs with a multilayer markovian model[J].IEEE Transactions on Image Processing,2009,18(10):2303-2315
    [9] Canny J.A computational approach to edge detection[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1986,8(6):679-698
    [10] ProcerusTM Technologies.UAV convoy following[EB/OL].http://procerusuav.com/gallery.php
    [11] Collins R,Liu Yanxi,Leordeanu M.Online selection of discriminative tracking features[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2005,27(10):1631-1643
    [12] Kasturi R,Goldgof D,Soundararajan P,et al.Framework for performance evaluation of face,text,and vehicle detection and tracking in video: data,metrics,and protocol[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2009,31(2):319-336
  • 加载中
计量
  • 文章访问数:  3087
  • HTML全文浏览量:  68
  • PDF下载量:  587
  • 被引次数: 0
出版历程
  • 收稿日期:  2010-10-22
  • 网络出版日期:  2012-02-29

目录

    /

    返回文章
    返回
    常见问答