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View-angle Invariant Object Monitoring Without Image Registration

Citation Author(s):
Xin Zhang; Chunlei Huo; Chunhong Pan
Submitted by:
Xin Zhang
Last updated:
19 May 2020 - 4:58am
Document Type:
Presentation Slides
Document Year:
2020
Event:
Presenters Name:
Xin Zhang

Abstract 

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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Dataset Files

View-angle Invariant Object Monitoring Without Image Registration .pdf

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