Image Bit-Planes Representation for Moving Object Detection in Real-Time Video Surveillance

被引：0

作者：

Lin, Chih-Yang ^{[1
,2
]}

Jian, Zhi-Yao ^{[3
]}

Lin, Wei-Yang ^{[3
]}

机构：

[1] Asia Univ, Dept Bioinformat & Med Engn, Taichung, Taiwan

[2] China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung, Taiwan

[3] Natl Chung Cheng Univ, Dept Comp Sci & Informat Engn, Chiayi, Taiwan

来源：

2016 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-TAIWAN (ICCE-TW) | 2016年

关键词：

image bit-plane; hysteresis thresholding; video surveillance; motion compensation;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In video surveillance, moving object detection has become one of the core techniques to understand video content. Many detection methods exist to detect objects, but cannot effectively compensate for the effect of shadows or incomplete shapes of moving objects. In this paper, we apply image bit-planes and hysteresis thresholding to compensate for the loss of spatial and temporal information. The experimental results show that the proposed method is valid and suitable for real-time systems.

引用

页码：123 / 124

页数：2

共 6 条

[1]

[Anonymous], 2000, P EUR C COMP VIS

[2] Background and foreground modeling using nonparametric kernel density estimation for visual surveillance [J].

Elgammal, A ;

Duraiswami, R ;

Harwood, D ;

Davis, LS .

PROCEEDINGS OF THE IEEE, 2002, 90 (07) :1151-1163

[3] Real-time foreground-background segmentation using codebook model [J].

Kim, K ;

Chalidabhongse, TH ;

Harwood, D ;

Davis, L .

REAL-TIME IMAGING, 2005, 11 (03) :172-185

[4] Learning patterns of activity using real-time tracking [J].

Stauffer, C ;

Grimson, WEL .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (08) :747-757

[5] Pfinder: Real-time tracking of the human body [J].

Wren, CR ;

Azarbayejani, A ;

Darrell, T ;

Pentland, AP .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1997, 19 (07) :780-785

[6] Improved adaptive Gaussian mixture model for background subtraction [J].

Zivkovic, Z .

PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, :28-31

← 1 →