Foreground moving object detection is an important process in various computer vision applications such as intelligent visual surveillance,HCI,object-based video compression,etc.One of the most successful moving object detection algorithms is based on Adaptive Gaussian Mixture Model(AGMM).Although AGMM-based object detection shows very good performance with respect to object detection accuracy,AGMM is very complex model requiring lots of floating-point arithmetic so that it should pay for expensive computat...
【英文摘要】
Foreground moving object detection is an important process in various computer vision applications such as intelligent visual surveillance,HCI,object-based video compression,etc.One of the most successful moving object detection algorithms is based on Adaptive Gaussian Mixture Model(AGMM).Although AGMM-based object detection shows very good performance with respect to object detection accuracy,AGMM is very complex model requiring lots of floating-point arithmetic so that it should pay for expensive computat...
【基金】
supported by Soongsil University Research Fund and BK 21 of Korea
【更新日期】
2013-12-12
【分类号】
TP368.1
【正文快照】
1IntroductionForeground moving object detection is an i mportantprocess in various computer vision applications such as in-telligent visual surveillance,HCI,object-basedvideocom-pression,etc.[1,8].Intelligent visual surveillance requiresanalyzinginteresti
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