DocumentCode :
2552960
Title :
An extraction algorithm of moving objects under mixed reality
Author :
Li, Ying ; Zhang, Li ; Zhao, Jiaqiang ; Han, Yinghui
Author_Institution :
Sch. of Inf., Liaoning Univ., Shenyang, China
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
1716
Lastpage :
1720
Abstract :
This paper firstly proposes an algorithm of moving object detection and extraction, and places the extracted object in the mixed reality. The movement tendency of the moving objects is tracked by the value of mean shifting algorithm, so the computation of the frame difference can be reduced. The appropriate threshold is selected and frame difference is improved by using the histogram. The “holes” and “double shadows” phenomena are reduced and the foreground image is enhanced. The experiment shows that this method can not only improve the detection rate, but also have strong robustness.
Keywords :
feature extraction; image motion analysis; object detection; virtual reality; double shadows phenomena; foreground image; frame difference; histogram; holes phenomena; mean shifting algorithm; mixed reality; moving object detection; moving objects extraction algorithm; Estimation; Histograms; Kernel; Real time systems; Tracking; Vectors; Virtual reality; Frame difference; Histogram; Mean shift; Mixed reality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
Type :
conf
DOI :
10.1109/FSKD.2012.6234330
Filename :
6234330
Link To Document :
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