A novel algorithm of fast detection and segmentation of moving object

被引：1

作者：

Lv Zhuoyi ^{[1
]}

Jia Kebin ^{[1
]}

机构：

[1] Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing 100022, Peoples R China

来源：

2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS | 2008年

关键词：

D O I：

10.1109/IIH-MSP.2008.41

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Detecting and segmenting moving object is an important subject in computer visual analysis. Firstly, this paper discusses algorithms of detecting moving target from static background in video sequences. Secondly, as the existing mixture Gaussian models can't solve the problems such as ghost and real-time application, a new method based on moving edge detection of difference between adjacent frames is proposed. Experimental results show that the proposed algorithm can get exact moving edge from complex background and eliminate disturbing of background efficiently, with operating time reducing dramatically. Finally, by filling the edge map the target foreground object can be segregated completely. Combined with mathematical morphology, it can reduce noise and smooth out gaps.

引用

页码：425 / 428

页数：4

共 6 条

[1] W4:: Real-time surveillance of people and their activities [J].

Haritaoglu, I ;

Harwood, D ;

Davis, LS .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2000, 22 (08) :809-830

[2]

KIM JB, 2003, PATTERN RECOGN, P113

[3]

TENG G, 2005, RES MOVING OBJECT ST

[4] 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

[5]

YANG W, 1998, RES DEV COMPUTER, V8, P1

[6]

ZHAO SZ, 2006, DETECTING TRACKING M

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