Multi-object Tracking In The Overlapping Area Based on Optical Flows

DOI

10.2991/iiicec-15.2015.460How to use a DOI?

Keywords

Lucas-Kanade optical flow; partial occlusion and interaction area; multi-target tracking

Abstract

For the question of incorrect target tracking when a dynamic occlusion occurred between two or more objects within a surveillance video, this paper raises use the optical flow to track pedestrians in partial occlusion and interaction area.We based single target locating and tracking model on the optical flow field of the same target has globally consistent.There are two cases of multiple target tracking in the occluded areas:(1)if the direction of moving objects were too different,the direction can be used as constraints and updated object template to ensure the track process continuity;(2)When they were similiar,the position of target is predicted by its optical flow speed and direction,by using the combination of this two cases,the algorithm can provide real-time and robust multi-object tracking in the occluded areas.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Ningning Wang
AU  - Mingli Luo
AU  - Xiaohui Luo
PY  - 2015/03
DA  - 2015/03
TI  - Multi-object Tracking In The Overlapping Area Based on Optical Flows
BT  - Proceedings of the 2015 International Industrial Informatics and Computer Engineering Conference
PB  - Atlantis Press
SP  - 2113
EP  - 2119
SN  - 2352-538X
UR  - https://doi.org/10.2991/iiicec-15.2015.460
DO  - 10.2991/iiicec-15.2015.460
ID  - Wang2015/03
ER  -