TY - GEN
T1 - Single object tracking based on active and passive detection information in distributed heterogeneous sensor network
AU - Shin, Hyunhak
AU - Cho, Chuljin
AU - Ko, Hanseok
N1 - Publisher Copyright:
© 2016 IEEE.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2016/11/7
Y1 - 2016/11/7
N2 - In this paper, a single object tracking method based on fusion of detection information collected from a distributed heterogeneous sensor network is proposed. The considered sensor network is composed of one active type source and multiple receivers. It is assumed that the heterogeneous network is capable of acquiring both passive and active information simultaneously. By means of fusion of the acquired heterogeneous data, the proposed method estimates the candidate region of target location. Then, position of the object is estimated by Maximum Likelihood Estimation. In the experimental results, the performance of the proposed method is demonstrated in terms of deployment strategy of the heterogeneous sensor network.
AB - In this paper, a single object tracking method based on fusion of detection information collected from a distributed heterogeneous sensor network is proposed. The considered sensor network is composed of one active type source and multiple receivers. It is assumed that the heterogeneous network is capable of acquiring both passive and active information simultaneously. By means of fusion of the acquired heterogeneous data, the proposed method estimates the candidate region of target location. Then, position of the object is estimated by Maximum Likelihood Estimation. In the experimental results, the performance of the proposed method is demonstrated in terms of deployment strategy of the heterogeneous sensor network.
UR - http://www.scopus.com/inward/record.url?scp=85004000469&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85004000469&partnerID=8YFLogxK
U2 - 10.1109/AVSS.2016.7738083
DO - 10.1109/AVSS.2016.7738083
M3 - Conference contribution
AN - SCOPUS:85004000469
T3 - 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
SP - 444
EP - 449
BT - 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
Y2 - 23 August 2016 through 26 August 2016
ER -