Pfinder: Real-Time Tracking of the Human Body
IEEE Transactions on Pattern Analysis and Machine Intelligence
Virtualized reality: constructing time-varying virtual worlds from real world events
VIS '97 Proceedings of the 8th conference on Visualization '97
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Tracking Human Motion in Structured Environments Using a Distributed-Camera System
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed sensor network for real time tracking
Proceedings of the fifth international conference on Autonomous agents
Real-time multi-target tracking by cooperative distributed active vision agents
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 2
Motion Tracking with an Active Camera
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Fault-Tolerant Distributed Vision System Architecture for Object Tracking in a Smart Room
ICVS '01 Proceedings of the Second International Workshop on Computer Vision Systems
CAMP '00 Proceedings of the Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00)
A Distributed System for Real-Time Volume Reconstruction
CAMP '00 Proceedings of the Fifth IEEE International Workshop on Computer Architectures for Machine Perception (CAMP'00)
Human Head Tracking Using Adaptive Appearance Models with a Fixed-Viewpoint Pan-Tilt-Zoom Camera
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Real-Time Target Localization and Tracking by N-Ocular Stereo
OMNIVIS '00 Proceedings of the IEEE Workshop on Omnidirectional Vision
Occlusion Robust Tracking Utilizing Spatio-Temporal Markov Random Field Model
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
An Appearance-Based Body Model for Multiple People Tracking
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 4
Distributed vision system: a perceptual information infrastructure for robot navigation
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
A study on two measurements-to-tracks data assignment algorithms
Information Sciences: an International Journal
Future scenarios of parallel computing: Distributed sensor networks
Journal of Visual Languages and Computing
Robust and accurate global vision system for real time tracking of multiple mobile robots
Robotics and Autonomous Systems
Real-time cooperative multi-target tracking by dense communication among Active Vision Agents
Web Intelligence and Agent Systems
The multiple-camera 3-D production studio
IEEE Transactions on Circuits and Systems for Video Technology
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This paper presents a real-time cooperative multi-target tracking system. The system consists of a group of Active Vision Agents (AVAs, in short) representing a logical model of a network-connected computer with an active camera. All AVAs track their target objects cooperatively by interacting dynamically with each other. As a result, the system as a whole can track multiple moving objects simultaneously under complicated dynamic situations in the real world. To implement real-time cooperation among AVAs, we designed a three-layered interaction architecture. In each layer, parallel processes mutually exchange a variety of information for effective cooperation. We employed the dynamic memory architecture to achieve real-time information exchange. Experimental results demonstrated that AVAs track their target objects cooperatively in real-time while adaptively changing their roles.