Toward a sentient environment: real-time wide area multiple human tracking with identities

被引：3

作者：

Zhao, Tao ^{[1
]}

Aggarwal, Manoj ^{[1
]}

Germano, Thomas ^{[1
]}

Roth, Ian ^{[1
]}

Knowles, Alexandar ^{[1
]}

Kumar, Rakesh ^{[1
]}

Sawhney, Harpreet ^{[1
]}

Samarasekera, Supun ^{[1
]}

机构：

[1] Sarnoff Corp, Princeton, NJ 08543 USA

来源：

MACHINE VISION AND APPLICATIONS | 2008年 / 19卷 / 5-6期

关键词：

video surveillance; visual tracking; stereo vision; camera network; human activity recognition; surveillance system;

D O I：

10.1007/s00138-008-0154-y

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we presented a fully integratedreal-time computer vision system that can detect and track multiple humans in a wide-area using a network of stereo cameras. Continuous human identities are achieved by fusing video tracking with different kinds of biometric devices. The system also provides immersive visualization which enables the users to conveniently navigate through space and time and query useful events. The key innovations include stereo-based multi-object detection and tracking, a unified approach for fusing multiple sensors of different modalities, visualization and user interface design.

引用

页码：301 / 314

页数：14

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