TY - GEN
T1 - ViTBAT
T2 - 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
AU - Biresaw, Tewodros A.
AU - Nawaz, Tahir
AU - Ferryman, James
AU - Dell, Anthony I.
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/11/7
Y1 - 2016/11/7
N2 - Reliable and repeatable evaluation of low-level (tracking) and high-level (behavior analysis) vision tasks require annotation of ground-Truth information in videos. Depending on the scenarios, ground-Truth annotation may be required for individual targets and/or groups of targets. Unlike the existing tools that generally allow an explicit annotation for individual targets only, we propose a tool that enables an explicit annotation both for individual targets and groups of targets for the tracking and behavior recognition tasks together with effective visualization features. Whether for individuals or groups, the tool allows labeling of their states and behaviors manually or semi-Automatically through a simple and friendly user interface in a time-efficient manner. Based on a subjective assessment, the proposed tool is found to be more effective than the well-known ViPER tool on a series of defined criteria. A dedicated website makes the tool publicly available for the community.
AB - Reliable and repeatable evaluation of low-level (tracking) and high-level (behavior analysis) vision tasks require annotation of ground-Truth information in videos. Depending on the scenarios, ground-Truth annotation may be required for individual targets and/or groups of targets. Unlike the existing tools that generally allow an explicit annotation for individual targets only, we propose a tool that enables an explicit annotation both for individual targets and groups of targets for the tracking and behavior recognition tasks together with effective visualization features. Whether for individuals or groups, the tool allows labeling of their states and behaviors manually or semi-Automatically through a simple and friendly user interface in a time-efficient manner. Based on a subjective assessment, the proposed tool is found to be more effective than the well-known ViPER tool on a series of defined criteria. A dedicated website makes the tool publicly available for the community.
UR - http://www.scopus.com/inward/record.url?scp=85003935942&partnerID=8YFLogxK
U2 - 10.1109/AVSS.2016.7738055
DO - 10.1109/AVSS.2016.7738055
M3 - Conference contribution
AN - SCOPUS:85003935942
T3 - 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
SP - 295
EP - 301
BT - 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 23 August 2016 through 26 August 2016
ER -