W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Wireless Communications: Principles and Practice
Wireless Communications: Principles and Practice
On sequential Monte Carlo sampling methods for Bayesian filtering
Statistics and Computing
Tracking Multiple Humans in Complex Situations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Parallel and Distributed Computing
Segmentation and Tracking of Multiple Humans in Crowded Environments
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Computing Mobile Agent Routes for Data Fusion in Distributed Sensor Networks
IEEE Transactions on Knowledge and Data Engineering
Collaborative signal processing for distributed classification in sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Distance based decision fusion in a distributed wireless sensor network
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Classification of moving humans using eigen-features and support vector machines
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Framework for real-time behavior interpretation from traffic video
IEEE Transactions on Intelligent Transportation Systems
Multiresolution data integration using mobile agents in distributedsensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A bio-inspired distributed clustering algorithm for wireless sensor networks
Proceedings of the 4th Annual International Conference on Wireless Internet
Distributed Computation of Likelihood Maps for Target Tracking
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Distributed visual-target-surveillance system in wireless sensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Dynamic energy management with improved particle filter prediction in wireless sensor networks
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Rigidity guided localisation for mobile robotic sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
Automatic node selection and target tracking in wireless camera sensor networks
Computers and Electrical Engineering
Hi-index | 0.00 |
Target tracking, especially visual target tracking, in complex situations is challenging, which is always performed in single-view system. Because of the conflict between resolution and tracking range, however, single-view tracking is not robust and accurate. This paper presents a distributed multi-view tracking system using collaborative signal processing (CSP) in distributed wireless sensor networks (DWSNs). In the proposed tracking system, target detection and classification algorithms are based on single-node processing and target tracking is performed in sink node, whereas target localization algorithm is carried out by CSP between multisensor. For conquering the disadvantages of client/server based centralized data fusion, a progressive distributed data fusion are proposed. Finally, an indoor target tracking experiment is illustrated, and then tracking performance, execution time and energy consumption of progressive distributed data fusion are compared with client/server based centralized data fusion. Experimental results demonstrate that the CSP based distributed multi-view tracking system in DWSNs can accomplish multi-target extraction, classification, localization, tracking and association quickly and accurately with little congestion, energy consumption and execution time.