期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

一种改进码本的运动目标检测方法 被引量：2

An improved codebook moving target detection method
下载PDF
导出
摘要 针对运动目标检测中存在的阴影及背景噪声和树枝摇摆等问题,提出一种改进型码本模型检测方法。该方法对YUV空间分通道进行处理以解决阴影问题,针对干扰和噪声等影响,在背景差分图像的基础上,对视频帧进行二维网格区域划分,然后再对各个区域进行处理。与原始码本算法及经典检测方法的对比实验表明,该算法检测效果更好,并能满足实时检测需要。 An improved codebook model detection algorithm is proposed to solve the problems of shadows, highlights and background interference like waving trees in object segmentation. With respect to shadow interference,this method deals with video sequences directly in the YUV color space, in view of background interference, a 2-D mesh-based region partition method is used and each patch is handled separately. The comparative results show that the method has a better detection effect than MOG and eodebook, and it achieves robust detection for different types of videos.
作者 张振 韩彦芳 徐伯庆
机构地区 上海理工大学光电信息与计算机工程学院
出处 《信息技术》 2013年第2期172-175,共4页 Information Technology
关键词 目标检测 YUV空间 二维网格 码本 object detection YUV color space 2-D mesh eodebook
分类号 TP391.41 [自动化与计算机技术—计算机应用技术]
  • 相关文献

参考文献9

  • 1PARAGIOS N,DERICHE R.Geodesic active contours and level setsfor the detection and tracking of moving objects[J].IEEE Transac-tions on Pattern Analysis and Machine Intelligence,2000,22(3):266-280.
  • 2SEKI M,FUJIWARA H,SUMI K.A robust background subtractionmethod for changing background[C]//Proceedings of 5th IEEEWorkshop on Applications of Computer Vision.New York:IEEE,2000:207-213.
  • 3BARRON J L,FLEET D J,BEAUCHEMIN S S.Performance of opti-cal flow techniques[J].International Journal of Computer Vision,1994,12(1):43-47.
  • 4STAUFFER C,GRIMSON W.Adaptive background mixture modelsfor real-time tracking[C]//IEEE Computer Society Conference onComputer Vision and Pattern Recognition.Washington,DC:IEEEComputer Society,1999:246-252.
  • 5BOULT T E,MICHEALS R J,GAO X,et al.Into the woods:visualsurveillance of non-cooperative and camouflaged targets in complexoutdoor settings[J].Proceeding of the IEEE,2001,89(10):1382-1402.
  • 6KIM K,CHALIDABHONGSE T H,HARWOOD D,et al.Back-ground modeling and subtraction by codebook construction[C]//Proceedings of IEEE International Conference on Image Processing.New York:IEEE,2004:3061-3064.
  • 7Kim K,Chalidabhongse T H,Harwood D,et al.Realtime fore-ground background segmentation using codebook model[J].RealTime Imaging,2005,11(3):172-185.
  • 8Celasun I,Tekalp A M,Gokcetekin M H,et al.2-D Mesh-Based Video Object Segmentation And Tracking With OcclusionResolution[J]Signal Processing:Image Communication,2001,16(10):949-962.
  • 9Cucchiara R,Grana C,Piccard i M,et al.Improving shadow sup-pression in moving object detection with HSV color information[C]//Proceedings of IEEE Intelligent Transportation Systems Con-ference.California,USA:IEEE Intelligent Transportation System sSociety,2001:334-339.

同被引文献17

  • 1Elgammal A,Harwood D,Davis L.Non-parametric model for background subtraction[M]. Berlin:Springer,2000.
  • 2Haritaoglu I,Harwood D,Davis L S.W4:Real-time surveillance of people and their activities[J].Pattern Analysis and Machine Intelligence,2000,22(8):809-830.
  • 3Stauffer C, Grimson W E L. Adaptive background mixture models for real-time tracking[C]∥Proc of Computer Vision and Pattern Recognition,1999:246-252.
  • 4Shimada A,Nagahara H,Taniguchi R.Background modeling based on bidirectional analysis[C]∥Proc of Computer Vision and Pattern Recognition,2013:1979-1986.
  • 5Kim K,Chalidabhongse T H,Harwood D,et al.Background modeling and subtraction by codebook construction[C]∥Proc of 2004 International Conference on Image Processing,2004:3061-3064.
  • 6Kim K, Chalidabhongse T H, Harwood D, et al.Real-time foreground-background segmentation using codebook model[J].Real-Time Imaging,2005,11(3):172-185.
  • 7KaewTraKulPong P, Bowden R. An improved adaptive background mixture model for real-time tracking with shadow detection[M]. New York,US:Springer,2002.
  • 8ATON dataset[EB/OL].[2014-04-19].http://cvrr.ucsd.edu/aton/shadow/.
  • 9Wallflower dataset [EB/OL].[2015-04-13].http://pan.baidu.com/s/1sj7IygH.
  • 10PETS2001[EB/OL].[2014-08-10].ftp://ftp.cs.rdg.ac.uk/pub/PETS2001/DATASET1/TESTING/.

引证文献2

二级引证文献7

信息技术
2013年 第2期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部