|本期目录/Table of Contents|

[1]周浩,周平,胡耀武. 一种改进的视频兴趣区目标捕获算法研究[J].浙江理工大学学报,2012,29(04):565-569.
 ZHOU Hao,ZHOU Ping,HU Yao wu. An Improved Target Capture Method of Video Interest Region[J].Journal of Zhejiang Sci-Tech University,2012,29(04):565-569.
点击复制

 一种改进的视频兴趣区目标捕获算法研究()
分享到:

浙江理工大学学报[ISSN:1673-3851/CN:33-1338/TS]

卷:
第29卷
期数:
2012年04期
页码:
565-569
栏目:
出版日期:
2012-08-28

文章信息/Info

Title:
 An Improved Target Capture Method of Video Interest Region
文章编号:
16733851 (2012) 04056505
作者:
 周浩 周平 胡耀武
 浙江理工大学信息学院, 杭州 310018
Author(s):
 ZHOU Hao ZHOU Ping HU Yaowu
 School of Informatics, Zhejiang SciTech University, Hangzhou 310018, China
关键词:
 目标捕获 背景建模 混合高斯模型 颜色梯度
分类号:
TP319
文献标志码:
A
摘要:
    对于视频兴趣区的目标捕获技术提出了一种基于颜色梯度的背景差方法,通过结合阴影去除和连通域分析捕获兴趣目标。实验结果表明:该方法能有效解决光照突变等干扰,较好捕获兴趣区目标,减小误检率。对所实验的6个视频进行分析,在最多同时出现5个目标的视频检测中取得了92.8%的准确率、2%的误检率,且基本满足实时性。

参考文献/References:

 [1] Stauffer C, Grimson W E L. Learning patterns of activity using realtime tracking[J]. IEEE Transaction on Pattern Analysis and Machine Intelligence. 2000, 22(8): 747757.
[2] Sundaraj K, Retnasamy V. Fast background subtraction for real time monitoring[C]//Proceedings of the Third Lasted International Conference. Phuket, Thailand, 2007: 382387.
[3] Kim K, Chalidabhongse T H, Harwood D, et al. Background modeling and subtraction by codebook construction[C]//International Conferrence on Image Processing. Singapore: 2004(5): 30613064.
[4] Sigari M H, Mahmood Fathy. Realtime background modeling subtraction using twolayer codebook model[C]//Proceedings of International Multiconference of Engineers and Computer Scientists. Hongkong: 2008: 1021.
[5] Elgammal A, Harwood D,Davis L. Nonparametric model for background subtraction[C]//European Conference of Computer Vision. Dublin: 2000: 751767.
[6] Heikkila M, Pietikainen M. A texturebased method for modeling the background and detecting moving objects[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2006, 28(4): 657662.
[7] Valentine B, Apewokin S, Linda W. An efficient chromatic clusteringbased background model for embedded vision platforms[J]. Computer Vision and Image Understanding, 2010(4): 11521163.
[8] Khan Z H, Irene Y, Andrew G. A robust particle filterbased method for tracking single visual object through complex scenes using dynamical object shape and appearance similarity[J]. Sign Process System, 2010: 926.

相似文献/References:

[1]陈智杰a,赵晓丽a,徐畅b,等. 有机颜料微胶囊在涂料染色中的应用及其染色效果分析[J].浙江理工大学学报,2013,30(01):1.
 CHEN Zhi jiea,ZHAO Xiao lia,XU Changb,et al. Application of Organic Pigment Microcapsule in Pigment Dyeingand Its Dyeing Results[J].Journal of Zhejiang Sci-Tech University,2013,30(04):1.
[2]詹永娟,谢维斌,姜晓云,等. 织物液态水传递性能的自动检测技术及应用[J].浙江理工大学学报,2013,30(01):6.
 ZHAN Yong juan,XIE Wei bin,JIANG Xiao yun,et al. Technology and Application of the Automatic Detection inTesting Liquid Transport Properties of Textiles[J].Journal of Zhejiang Sci-Tech University,2013,30(04):6.
[3]孙麒. 基于极大似然估计的织物图像分割[J].浙江理工大学学报,2013,30(01):12.
 SUN Qi. Textile Image Segmentation Based on theMaximum Likelihood Algorithm[J].Journal of Zhejiang Sci-Tech University,2013,30(04):12.
[4]巫静a,田彦杰b,汪澜a,等. 基于SVM理论的涤纶织物分散染料上染率模型研究[J].浙江理工大学学报,2013,30(01):21.
 WU Jinga,TIAN Yan jieb,WANG Lana,et al. Research on Modeling of DyeUptake Rate for Disperse Dyes onPolyester Fibers Based on SVM[J].Journal of Zhejiang Sci-Tech University,2013,30(04):21.
[5]周昊,徐英莲,齐素梅.微孔结构改性涤纶/棉混纺针织物服用性能的研究[J].浙江理工大学学报,2013,30(01):21.
 ZHAO Hao,XU Ying lian,QI Su mei. Research on Using Knitted Blend Fabric of Modified Polyesterby Cellular Structure and Cotton for Wearing[J].Journal of Zhejiang Sci-Tech University,2013,30(04):21.
[6]孙佳英,李艳清,章斐燕,等. 纺织结构复合材料铺层顺序设计与力学性能分析[J].浙江理工大学学报,2013,30(01):27.
 SUN Jia ying,LI Yan qing,ZHANG Fei yan,et al. Study on Layer Sequence Design and Mechanical Propertiesof Textile Structure Composites[J].Journal of Zhejiang Sci-Tech University,2013,30(04):27.
[7]丁源维,王騊,姚菊明,等. 静电纺制备TiO2/PVA复合纳米纤维及其光催化性能研究[J].浙江理工大学学报,2013,30(01):31.
 DING Yuan wei,WANG Tao,YAO Ju ming,et al. Photocatalytic Performance Investigation of TiO2/PVANanofibers Prepared by Electrospinning[J].Journal of Zhejiang Sci-Tech University,2013,30(04):31.
[8]章梦洁,伍仲,方园. 涤棉混纺织物阻燃性能的实验分析[J].浙江理工大学学报,2013,30(01):36.
 ZHANG Meng jie,WU Zhong,FANG Yang. Experimental Study on the PolyesterCotton BlendedFabrics Flame Retardancy[J].Journal of Zhejiang Sci-Tech University,2013,30(04):36.
[9]胡觉亮a,孔云鹏b,韩曙光a,等. 基于随机需求的服装供应链回购契约研究[J].浙江理工大学学报,2013,30(01):40.
 HU Jue lianga,KONG Yun pengb,HAN Shu guanga,et al. Study on Repurchase Contract in a Fashion Chainwith the Stochastic Demand[J].Journal of Zhejiang Sci-Tech University,2013,30(04):40.
[10]毛雯,阎玉秀. 针织服装供应商评价指标体系构建与权重确定[J].浙江理工大学学报,2013,30(01):46.
 MAO Wen,YAN Yu xiu. Building Evaluation Index System for Knitting Clothing Suppliersand Determining the Weight[J].Journal of Zhejiang Sci-Tech University,2013,30(04):46.

备注/Memo

备注/Memo:
 收稿日期: 2011-09-28
作者简介: 周浩(1988-),男,辽宁锦州人,硕士研究生,主要从事智能信息处理方面的研究。
通讯作者:周平,Email:zp@zstu.edu.cn
更新日期/Last Update: