A NEW METHOD OF MOVING OBJECT DETECTION AND SHADOW REMOVING

被引：2
|
作者：
Hu Fuyuan Zhang Yanning Yao Lan Sun Jinqiu (School of Computer Science
机构：
来源：
JournalofElectronics(China) | 2007年 / 04期
基金：
中国国家自然科学基金;
关键词：
Object detection; Shadows detection; Hue Saturation Intensity (HSI) color space; Bi- modal-distributional model;
D O I：
暂无
中图分类号：
TP391.41 [];
学科分类号：
080203 ;
摘要：
This paper presents an adaptive method of objects and shadows detection in video streams. Models of background are firstly set up and adaptively updated in Hue Saturation Intensity (HSI) color space to detect motion regions. Then, detection errors are dealt with by motion continuity and velocity consistency. Finally, cast shadows are removed by the generic properties of luminance, chrominance and gradient density. Experimental results and their evaluation are presented to verify the effectiveness of this new method.
引用
收藏
页码：528 / 536
页数：9
相关论文
共 50 条
  • [31] Detection method of moving object with small displacement
    Lin, Chun-Li
    Wang, Ke-Jun
    Xia, Yu
    Cheng, Wan-Sheng
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2011, 22 (03): : 418 - 421
  • [32] Workpiece Localization with Shadow Detection and Removing
    Qin, Zhengke
    Zhu, Wenjun
    Wang, Peng
    Qiao, Hong
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 2727 - 2731
  • [33] Multi-Feature Fusion Based GMM for Moving Object and Shadow Detection
    Xue Tingting
    Wang Yangjiang
    Qi Yujuan
    PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 1119 - 1122
  • [34] A Simple and Real-Time Moving Object Detection Invariant to Cast Shadow
    Oh, Tae-Hyun
    Kweon, In So
    2014 11TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2014, : 681 - 682
  • [35] Shadow Suppression using RGB and HSV Color Space in Moving Object Detection
    Surkutlawar, Shailaja
    Kulkarni, Ramesh K.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2013, 4 (01) : 164 - 169
  • [36] Moving Object and Shadow Detection Based on RGB Color Space and Edge Ratio
    Dong, Xia
    Wang, Kedian
    Jia, Guohua
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 3386 - 3390
  • [37] A Novel Region-Based Method for Moving Shadow Detection
    Russell, Mosin
    Zou, Ju Jia
    Fang, Gu
    2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2016, : 559 - 564
  • [38] Moving shadow detection by ellipsoidal method in intelligent transportation system
    Gao, Jun-Xiang
    Tian, Yan
    Liu, Yong
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2009, 20 (10): : 1348 - 1352
  • [39] A Robust Moving Target Shadow Detection and Tracking Method for VideoSAR
    He Zhihua
    Chen Xing
    Yu Chunrui
    Li Zihan
    Yu Anxi
    Dong Zhen
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2022, 44 (11) : 3882 - 3890
  • [40] A new method for moving object extraction automatically
    Zhang, XY
    Zhao, RC
    Ma, ZQ
    International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings, 2005, : 1413 - 1416
12345