An adaptive approach for overlapping people tracking based on foreground silhouettes

Hsin Ho Yeh; Jiun Yu Chen; Chun Rong Huang; Chu Song Chen

doi:10.1109/ICIP.2010.5654319

An adaptive approach for overlapping people tracking based on foreground silhouettes

Hsin Ho Yeh, Jiun Yu Chen, Chun Rong Huang, Chu Song Chen

Cross College Elite Program

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

We propose Binary/Appearance Tracker which consists of background subtraction, silhouette similarity and particle filter to infer pedestrians'locations under different occlusion situations with a single camera. During the period of occlusions, binary and color silhouettes are adaptively used to effectively measure the similarity between the observation and the possible combinations of silhouettes. Thus, the occluded pedestrians'locations can be simply located by the most possible combination of silhouettes. The experimental results show that the proposed BATracker can track people successfully even though she/he is fully occluded.

Original language	English
Title of host publication	2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings
Pages	3489-3492
Number of pages	4
DOIs	https://doi.org/10.1109/ICIP.2010.5654319
Publication status	Published - 2010
Event	2010 17th IEEE International Conference on Image Processing, ICIP 2010 - Hong Kong, Hong Kong Duration: 2010 Sept 26 → 2010 Sept 29

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
ISSN (Print)	1522-4880

Other

Other	2010 17th IEEE International Conference on Image Processing, ICIP 2010
Country/Territory	Hong Kong
City	Hong Kong
Period	10-09-26 → 10-09-29

All Science Journal Classification (ASJC) codes

Software
Computer Vision and Pattern Recognition
Signal Processing

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10.1109/ICIP.2010.5654319

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Yeh, H. H., Chen, J. Y., Huang, C. R., & Chen, C. S. (2010). An adaptive approach for overlapping people tracking based on foreground silhouettes. In 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings (pp. 3489-3492). Article 5654319 (Proceedings - International Conference on Image Processing, ICIP). https://doi.org/10.1109/ICIP.2010.5654319

@inproceedings{ec78f6dd1f2b478d931172567c24ae25,

title = "An adaptive approach for overlapping people tracking based on foreground silhouettes",

abstract = "We propose Binary/Appearance Tracker which consists of background subtraction, silhouette similarity and particle filter to infer pedestrians'locations under different occlusion situations with a single camera. During the period of occlusions, binary and color silhouettes are adaptively used to effectively measure the similarity between the observation and the possible combinations of silhouettes. Thus, the occluded pedestrians'locations can be simply located by the most possible combination of silhouettes. The experimental results show that the proposed BATracker can track people successfully even though she/he is fully occluded.",

author = "Yeh, {Hsin Ho} and Chen, {Jiun Yu} and Huang, {Chun Rong} and Chen, {Chu Song}",

year = "2010",

doi = "10.1109/ICIP.2010.5654319",

language = "English",

isbn = "9781424479948",

series = "Proceedings - International Conference on Image Processing, ICIP",

pages = "3489--3492",

booktitle = "2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings",

note = "2010 17th IEEE International Conference on Image Processing, ICIP 2010 ; Conference date: 26-09-2010 Through 29-09-2010",

}

Yeh, HH, Chen, JY, Huang, CR & Chen, CS 2010, An adaptive approach for overlapping people tracking based on foreground silhouettes. in 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings., 5654319, Proceedings - International Conference on Image Processing, ICIP, pp. 3489-3492, 2010 17th IEEE International Conference on Image Processing, ICIP 2010, Hong Kong, Hong Kong, 10-09-26. https://doi.org/10.1109/ICIP.2010.5654319

An adaptive approach for overlapping people tracking based on foreground silhouettes. / Yeh, Hsin Ho; Chen, Jiun Yu; Huang, Chun Rong et al.
2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings. 2010. p. 3489-3492 5654319 (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - An adaptive approach for overlapping people tracking based on foreground silhouettes

AU - Yeh, Hsin Ho

AU - Chen, Jiun Yu

AU - Huang, Chun Rong

AU - Chen, Chu Song

PY - 2010

Y1 - 2010

N2 - We propose Binary/Appearance Tracker which consists of background subtraction, silhouette similarity and particle filter to infer pedestrians'locations under different occlusion situations with a single camera. During the period of occlusions, binary and color silhouettes are adaptively used to effectively measure the similarity between the observation and the possible combinations of silhouettes. Thus, the occluded pedestrians'locations can be simply located by the most possible combination of silhouettes. The experimental results show that the proposed BATracker can track people successfully even though she/he is fully occluded.

AB - We propose Binary/Appearance Tracker which consists of background subtraction, silhouette similarity and particle filter to infer pedestrians'locations under different occlusion situations with a single camera. During the period of occlusions, binary and color silhouettes are adaptively used to effectively measure the similarity between the observation and the possible combinations of silhouettes. Thus, the occluded pedestrians'locations can be simply located by the most possible combination of silhouettes. The experimental results show that the proposed BATracker can track people successfully even though she/he is fully occluded.

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BT - 2010 IEEE International Conference on Image Processing, ICIP 2010 - Proceedings

T2 - 2010 17th IEEE International Conference on Image Processing, ICIP 2010

Y2 - 26 September 2010 through 29 September 2010

ER -

An adaptive approach for overlapping people tracking based on foreground silhouettes

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