Multi-agent event recognition

被引：0

作者：

Hongeng, S ^{[1
]}

Nevatia, R ^{[1
]}

机构：

[1] Univ So Calif, Inst Robot & Intelligent Syst, Los Angeles, CA 90089 USA

来源：

EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL II, PROCEEDINGS | 2001年

关键词：

D O I：

暂无

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 presents a new approach to recognizing multiagent events observed by a static camera. To track objects robustly, knowledge about the ground plane and the events is used. An event is considered as composed of action threads, each thread being executed by a single actor A single thread of action is recognized from the characteristics of the trajectory and moving blob of the actor using Bayesian meth ods. A multi-agent event is represented by a number of action threads related by temporal constraints. Multi-agent events are recognized by propagating the constraints and likelihoods of event threads in a temporal logic network.

引用

页码：84 / 91

页数：8

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