Inter-Person Occlusion Handling with Social Interaction for Online Multi-Pedestrian Tracking

Yuke LI; Weiming SHEN

doi:10.1587/transinf.2016EDP7283

Inter-Person Occlusion Handling with Social Interaction for Online Multi-Pedestrian Tracking

Yuke LI, Weiming SHEN

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Summary :

Inter-person occlusion handling is a critical issue in the field of tracking, and it has been extensively researched. Several state-of-the-art methods have been proposed, such as focusing on the appearance of the targets or utilizing knowledge of the scene. In contrast with the approaches proposed in the literature, we propose to address this issue using a social interaction model, which allows us to explore spatio-temporal information pertaining to the targets involved in the occlusion situation. Our experimental results show promising results compared with those obtained using other methods.

Publication: IEICE TRANSACTIONS on Information Vol.E99-D No.12 pp.3165-3171

Publication Date: 2016/12/01

Publicized: 2016/09/15

Online ISSN: 1745-1361

DOI: 10.1587/transinf.2016EDP7283

Type of Manuscript: PAPER

Category: Image Recognition, Computer Vision

Authors

Yuke LI
Wuhan University
Weiming SHEN
Wuhan University

Keyword

image processing, computer vision, inter-person occlusion, online tracking

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Yuke LI, Weiming SHEN, "Inter-Person Occlusion Handling with Social Interaction for Online Multi-Pedestrian Tracking" in IEICE TRANSACTIONS on Information, vol. E99-D, no. 12, pp. 3165-3171, December 2016, doi: 10.1587/transinf.2016EDP7283.
Abstract: Inter-person occlusion handling is a critical issue in the field of tracking, and it has been extensively researched. Several state-of-the-art methods have been proposed, such as focusing on the appearance of the targets or utilizing knowledge of the scene. In contrast with the approaches proposed in the literature, we propose to address this issue using a social interaction model, which allows us to explore spatio-temporal information pertaining to the targets involved in the occlusion situation. Our experimental results show promising results compared with those obtained using other methods.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2016EDP7283/_p

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@ARTICLE{e99-d_12_3165,
author={Yuke LI, Weiming SHEN, },
journal={IEICE TRANSACTIONS on Information},
title={Inter-Person Occlusion Handling with Social Interaction for Online Multi-Pedestrian Tracking},
year={2016},
volume={E99-D},
number={12},
pages={3165-3171},
abstract={Inter-person occlusion handling is a critical issue in the field of tracking, and it has been extensively researched. Several state-of-the-art methods have been proposed, such as focusing on the appearance of the targets or utilizing knowledge of the scene. In contrast with the approaches proposed in the literature, we propose to address this issue using a social interaction model, which allows us to explore spatio-temporal information pertaining to the targets involved in the occlusion situation. Our experimental results show promising results compared with those obtained using other methods.},
keywords={},
doi={10.1587/transinf.2016EDP7283},
ISSN={1745-1361},
month={December},}

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TY - JOUR
TI - Inter-Person Occlusion Handling with Social Interaction for Online Multi-Pedestrian Tracking
T2 - IEICE TRANSACTIONS on Information
SP - 3165
EP - 3171
AU - Yuke LI
AU - Weiming SHEN
PY - 2016
DO - 10.1587/transinf.2016EDP7283
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E99-D
IS - 12
JA - IEICE TRANSACTIONS on Information
Y1 - December 2016
AB - Inter-person occlusion handling is a critical issue in the field of tracking, and it has been extensively researched. Several state-of-the-art methods have been proposed, such as focusing on the appearance of the targets or utilizing knowledge of the scene. In contrast with the approaches proposed in the literature, we propose to address this issue using a social interaction model, which allows us to explore spatio-temporal information pertaining to the targets involved in the occlusion situation. Our experimental results show promising results compared with those obtained using other methods.
ER -