TY - GEN
T1 - Person re-identification visualization tool for object tracking across non-overlapping cameras
AU - Pot, Etienne
AU - Hori, Maiya
AU - Shimada, Atsushi
AU - Nagahara, Hajime
AU - Taniguchi, Rin Ichiro
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/10/19
Y1 - 2015/10/19
N2 - In this paper, we present a visualization tool for person re-identification when tracking objects across non-overlapping cameras. Tracking objects across non-overlapping cameras is challenging because the observations from different cameras are widely separated in both time and space. Hence, these systems need a large amount of labeled training data. Commonly, this training data is constructed manually at significant human cost. We support this process efficiently by visualizing the correspondences of objects across multiple cameras. Our tool facilitates the construction of a database for person re-identification with ease. Moreover, the accuracy of person re-identification can be increased using the generated database because the amount of training data is increased. In the experiments, we apply the proposed tool to real world situations to verify the validity of the proposed system.
AB - In this paper, we present a visualization tool for person re-identification when tracking objects across non-overlapping cameras. Tracking objects across non-overlapping cameras is challenging because the observations from different cameras are widely separated in both time and space. Hence, these systems need a large amount of labeled training data. Commonly, this training data is constructed manually at significant human cost. We support this process efficiently by visualizing the correspondences of objects across multiple cameras. Our tool facilitates the construction of a database for person re-identification with ease. Moreover, the accuracy of person re-identification can be increased using the generated database because the amount of training data is increased. In the experiments, we apply the proposed tool to real world situations to verify the validity of the proposed system.
UR - http://www.scopus.com/inward/record.url?scp=84958640175&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84958640175&partnerID=8YFLogxK
U2 - 10.1109/AVSS.2015.7301740
DO - 10.1109/AVSS.2015.7301740
M3 - Conference contribution
AN - SCOPUS:84958640175
T3 - AVSS 2015 - 12th IEEE International Conference on Advanced Video and Signal Based Surveillance
BT - AVSS 2015 - 12th IEEE International Conference on Advanced Video and Signal Based Surveillance
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2015
Y2 - 25 August 2015 through 28 August 2015
ER -