Cast shadow removal in motion detection by exploiting multiview geometry

Ming Xu; Lei Lu; Tianyuan Jia; Jie Ren; Jeremy S. Smith

doi:10.1109/ICSMC.2012.6377819

Cast shadow removal in motion detection by exploiting multiview geometry

Ming Xu^*
, Lei Lu
, Tianyuan Jia
, Jie Ren
, Jeremy S. Smith

^*Corresponding author for this work

Department of Electrical and Electronic Engineering

Xi'an Jiaotong University
Xi'an Jiaotong-Liverpool University
University of Liverpool

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

4 Citations (Scopus)

Abstract

An object detection algorithm which can remove moving cast shadows is presented. It is based on the homography mapping of foreground regions from multiple cameras. Not only the homography for the ground plane but also those for multiple parallel planes are employed. Unlike the existing geometric approaches, this algorithm removes cast shadows while keeping the feet of moving objects.

Original language	English
Title of host publication	Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012
Pages	762-766
Number of pages	5
DOIs	https://doi.org/10.1109/ICSMC.2012.6377819
Publication status	Published - 14 Oct 2012
Event	2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012 - Seoul, Korea, Republic of Duration: 14 Oct 2012 → 17 Oct 2012

Publication series

Name	Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
ISSN (Print)	1062-922X

Conference

Conference	2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012
Country/Territory	Korea, Republic of
City	Seoul
Period	14/10/12 → 17/10/12

Keywords

homography
motion detection
video surveillance

Access to Document

10.1109/ICSMC.2012.6377819

Cite this

Xu, M., Lu, L., Jia, T., Ren, J., & Smith, J. S. (2012). Cast shadow removal in motion detection by exploiting multiview geometry. In Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012 (pp. 762-766). Article 6377819 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics). https://doi.org/10.1109/ICSMC.2012.6377819

@inproceedings{cc1331fb5cc341d98d0cf216c7d238fc,

title = "Cast shadow removal in motion detection by exploiting multiview geometry",

abstract = "An object detection algorithm which can remove moving cast shadows is presented. It is based on the homography mapping of foreground regions from multiple cameras. Not only the homography for the ground plane but also those for multiple parallel planes are employed. Unlike the existing geometric approaches, this algorithm removes cast shadows while keeping the feet of moving objects.",

keywords = "homography, motion detection, video surveillance",

author = "Ming Xu and Lei Lu and Tianyuan Jia and Jie Ren and Smith, \{Jeremy S.\}",

year = "2012",

month = oct,

day = "14",

doi = "10.1109/ICSMC.2012.6377819",

language = "English",

isbn = "9781467317146",

series = "Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics",

pages = "762--766",

booktitle = "Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012",

note = "2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012 ; Conference date: 14-10-2012 Through 17-10-2012",

}

Xu, M, Lu, L, Jia, T, Ren, J & Smith, JS 2012, Cast shadow removal in motion detection by exploiting multiview geometry. in Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012., 6377819, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 762-766, 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012, Seoul, Korea, Republic of, 14/10/12. https://doi.org/10.1109/ICSMC.2012.6377819

Cast shadow removal in motion detection by exploiting multiview geometry. / Xu, Ming; Lu, Lei; Jia, Tianyuan et al.
Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012. 2012. p. 762-766 6377819 (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - Cast shadow removal in motion detection by exploiting multiview geometry

AU - Xu, Ming

AU - Lu, Lei

AU - Jia, Tianyuan

AU - Ren, Jie

AU - Smith, Jeremy S.

PY - 2012/10/14

Y1 - 2012/10/14

N2 - An object detection algorithm which can remove moving cast shadows is presented. It is based on the homography mapping of foreground regions from multiple cameras. Not only the homography for the ground plane but also those for multiple parallel planes are employed. Unlike the existing geometric approaches, this algorithm removes cast shadows while keeping the feet of moving objects.

AB - An object detection algorithm which can remove moving cast shadows is presented. It is based on the homography mapping of foreground regions from multiple cameras. Not only the homography for the ground plane but also those for multiple parallel planes are employed. Unlike the existing geometric approaches, this algorithm removes cast shadows while keeping the feet of moving objects.

KW - homography

KW - motion detection

KW - video surveillance

UR - https://www.scopus.com/pages/publications/84872375874

U2 - 10.1109/ICSMC.2012.6377819

DO - 10.1109/ICSMC.2012.6377819

M3 - Conference Proceeding

AN - SCOPUS:84872375874

SN - 9781467317146

T3 - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

SP - 762

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BT - Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012

T2 - 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012

Y2 - 14 October 2012 through 17 October 2012

ER -

Cast shadow removal in motion detection by exploiting multiview geometry

Abstract

Publication series

Conference

Keywords

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