TY - GEN
T1 - Association and identification in heterogeneous sensors environment with coverage uncertainty
AU - Cho, Shung Han
AU - Hong, Sangjin
AU - Nam, Yunyoung
PY - 2009
Y1 - 2009
N2 - In this paper, we present an approach for providing dynamic object association and identification in heterogeneous sensor networks where identification sensors have coverage uncertainty. Detection uncertainty of identifications by the coverage uncertainty is managed by grouping unassociated identifications. In the system, visual sensors find corresponding objects between cameras by using homographic lines and track them by using multi-camera localization scheme. Identification sensors (i.e., RFID system, fingerprint or iris recognition system) are incorporated into the tracking system for objects identification. This paper elaborates possible identification cases and necessary conditions with the coverage uncertainty of identification sensors. Finally, the proposed association method is evaluated with a realistic simulation.
AB - In this paper, we present an approach for providing dynamic object association and identification in heterogeneous sensor networks where identification sensors have coverage uncertainty. Detection uncertainty of identifications by the coverage uncertainty is managed by grouping unassociated identifications. In the system, visual sensors find corresponding objects between cameras by using homographic lines and track them by using multi-camera localization scheme. Identification sensors (i.e., RFID system, fingerprint or iris recognition system) are incorporated into the tracking system for objects identification. This paper elaborates possible identification cases and necessary conditions with the coverage uncertainty of identification sensors. Finally, the proposed association method is evaluated with a realistic simulation.
KW - Association
KW - Coverage uncertainty
KW - Heterogenous sensor networks
KW - Identification
UR - https://www.scopus.com/pages/publications/72349097411
U2 - 10.1109/AVSS.2009.86
DO - 10.1109/AVSS.2009.86
M3 - Conference contribution
AN - SCOPUS:72349097411
SN - 9780769537184
T3 - 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009
SP - 553
EP - 558
BT - 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009
T2 - 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009
Y2 - 2 September 2009 through 4 September 2009
ER -