Document
Autonomous Decentralized Systems Based Approach to Object Detection in Sensor Clusters
This work deploys Autonomous Decentralized System (ADS) based formulation to cluster of networked visual sensors. The goal is to utilize and integrate the sensing and networking capabilities of the sensors with the systematic and autonomous features of ADS to perform visual surveillance through object detection in the covered areas of interest. In the proposed approach, several cells are distributed through an area of interest called Autonomous Observer Cell. The decentralized subsystems detect and track moving objects present on the scene by looking through a camera embedded in each sensor. These subsystems form a cluster and each cluster sends information to an Autonomous Analysis Cell that determines if an object of interest is present. The Autonomous Observer Cells share a common data field and a cluster-head works as a gateway between the cluster and the Autonomous Analysis Cell. Copyright © 2005 The Institute of Electronics, Information and Communication Engineers.
Autonomous decentralized system; Cluster network; Multi-agent system Cameras; Computer networks; Decentralized control; Multi agent systems; Sensors; Autonomous decentralized system; Autonomous observer cells; Cluster network; Visual sensors; Object recognition
Generically Dependent Continuant
RDF description of Autonomous Decentralized Systems Based Approach to Object Detection in Sensor Clusters - http://orbis.uaslp.mx/vivo/individual/scopus7478
Article
Information Content Entity
Conference Paper