TY - JOUR
T1 - Dynamic Reconfiguration in Camera Networks
T2 - A Short Survey
AU - Piciarelli, Claudio
AU - Esterle, Lukas
AU - Khan, Asif
AU - Rinner, Bernhard
AU - Foresti, Gian Luca
PY - 2016/5/1
Y1 - 2016/5/1
N2 - There is a clear trend in camera networks toward enhanced functionality and flexibility, and a fixed static deployment is typically not sufficient to fulfill these increased requirements. Dynamic network reconfiguration helps to optimize the network performance to the currently required specific tasks while considering the available resources. Although several reconfiguration methods have been recently proposed, e.g., for maximizing the global scene coverage or maximizing the image quality of specific targets, there is a lack of a general framework highlighting the key components shared by all these systems. In this paper, we propose a reference framework for network reconfiguration and present a short survey of some of the most relevant state-of-the-art works in this field, showing how they can be reformulated in our framework. Finally, we discuss the main open research challenges in camera network reconfiguration.
AB - There is a clear trend in camera networks toward enhanced functionality and flexibility, and a fixed static deployment is typically not sufficient to fulfill these increased requirements. Dynamic network reconfiguration helps to optimize the network performance to the currently required specific tasks while considering the available resources. Although several reconfiguration methods have been recently proposed, e.g., for maximizing the global scene coverage or maximizing the image quality of specific targets, there is a lack of a general framework highlighting the key components shared by all these systems. In this paper, we propose a reference framework for network reconfiguration and present a short survey of some of the most relevant state-of-the-art works in this field, showing how they can be reformulated in our framework. Finally, we discuss the main open research challenges in camera network reconfiguration.
KW - active vision
KW - Camera networks
KW - sensor reconfiguration
UR - http://www.scopus.com/inward/record.url?scp=84971644082&partnerID=8YFLogxK
UR - https://ieeexplore.ieee.org/document/7095560
U2 - 10.1109/TCSVT.2015.2426575
DO - 10.1109/TCSVT.2015.2426575
M3 - Article
AN - SCOPUS:84971644082
SN - 1051-8215
VL - 26
SP - 965
EP - 977
JO - IEEE Transactions on Circuits and Systems For Video Technology
JF - IEEE Transactions on Circuits and Systems For Video Technology
IS - 5
M1 - 7095560
ER -