Image subtraction for real time moving object extraction

被引:19
作者
Desa, SM
Salih, QA
机构
来源
INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS, IMAGING AND VISUALIZATION, PROCEEDINGS | 2004年
关键词
D O I
10.1109/CGIV.2004.1323958
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper studies the task of extracting moving object from static irrelevant background. The implementation is prepared for the purpose of real time application. Some image processing concepts related to this study are first presented and improvement is proposed. We have obtained motion mask by applying background subtraction and consecutive frame differencing. We also propose a reliable background update and noise reduction operator to facilitate the result of moving object extraction. The analysis and result are obtained by using Matlab Image Processing Toolbox Version 6.01 [1].
引用
收藏
页码:41 / 45
页数:5
相关论文
共 9 条
[1]   Real-time DSP implementation for MRF-based video motion detection [J].
Dumontier, C ;
Luthon, F ;
Charras, JP .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (10) :1341-1347
[2]  
KIM JB, 2002, EFFICIENT REGION BAS
[3]  
Koay SY, 2002, IEEE ST CONF RES DEV, P352, DOI 10.1109/SCORED.2002.1033130
[4]  
LIU Y, 2001, MOVING OBJECT DETECT
[5]  
NGAN PM, 1997, MOTION DETECTION USI
[6]   Fast motion detection in compressed domain for video surveillance [J].
Pons, J ;
Prades-Nebot, J ;
Albiol, A ;
Molina, J .
ELECTRONICS LETTERS, 2002, 38 (09) :409-411
[7]  
Prabakhar B., 2001, CRL TECHNICAL J, V3, P32
[8]  
ROSIN PL, 1995, IMAGE DIFFERENCE THR
[9]  
The Math Works Inc, 1997, IM PROC TOOLB US GUI