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View-angle Invariant Object Monitoring Without Image Registration

Abstract: 

Object monitoring can be performed by change detection algorithms. However, for the image pair with a large perspective difference, the change detection performance is usually impacted by inaccurate image registration. To address the above difficulties, a novel object-specific change detection approach is proposed for object monitoring in this paper. In contrast to traditional approaches, the proposed approach is robust to view angle variation and does not require explicit image registration. Experiments demonstrate the effectiveness and advantages of the proposed approach.

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Paper Details

Authors:
Xin Zhang; Chunlei Huo; Chunhong Pan
Submitted On:
19 May 2020 - 4:58am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Xin Zhang
Document Year:
2020
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Document Files

View-angle Invariant Object Monitoring Without Image Registration .pdf

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[1] Xin Zhang; Chunlei Huo; Chunhong Pan, "View-angle Invariant Object Monitoring Without Image Registration ", IEEE SigPort, 2020. [Online]. Available: http://sigport.org/5398. Accessed: Jun. 06, 2020.
@article{5398-20,
url = {http://sigport.org/5398},
author = {Xin Zhang; Chunlei Huo; Chunhong Pan },
publisher = {IEEE SigPort},
title = {View-angle Invariant Object Monitoring Without Image Registration },
year = {2020} }
TY - EJOUR
T1 - View-angle Invariant Object Monitoring Without Image Registration
AU - Xin Zhang; Chunlei Huo; Chunhong Pan
PY - 2020
PB - IEEE SigPort
UR - http://sigport.org/5398
ER -
Xin Zhang; Chunlei Huo; Chunhong Pan. (2020). View-angle Invariant Object Monitoring Without Image Registration . IEEE SigPort. http://sigport.org/5398
Xin Zhang; Chunlei Huo; Chunhong Pan, 2020. View-angle Invariant Object Monitoring Without Image Registration . Available at: http://sigport.org/5398.
Xin Zhang; Chunlei Huo; Chunhong Pan. (2020). "View-angle Invariant Object Monitoring Without Image Registration ." Web.
1. Xin Zhang; Chunlei Huo; Chunhong Pan. View-angle Invariant Object Monitoring Without Image Registration [Internet]. IEEE SigPort; 2020. Available from : http://sigport.org/5398