DocumentCode
2354686
Title
Adaptive threshold for motion detection in outdoor environment using computer vision
Author
Vázquez, J.F. ; Mazo, M. ; Lázaro, J.L. ; Luna, C.A. ; Urefla, J. ; Garcia, J.J. ; Guillan, E.
Author_Institution
Dept. of Telecommun., Oriente Univ., Santiago de Cuba, Cuba
Volume
3
fYear
2005
fDate
20-23 June 2005
Firstpage
1233
Abstract
In this paper, an adaptive threshold method for motion detection in outdoor environment using computer vision is presented. This alternative solves the problem of several methods of thresholding when only one class exists in the captured images. A method of adaptive threshold is described and a modification to this method is proposed. The histogram of a distant matrix and the variance of a mean image are used to obtain an adaptive threshold that takes into account the varied illumination and weather conditions present in outdoor environment. To show the validity and robustness of this method, several banks of images were used to compare our proposal with another method described in this paper.
Keywords
adaptive signal processing; computer vision; image motion analysis; adaptive threshold method; computer vision; motion detection; outdoor environment; Computer vision; Entropy; Histograms; Image segmentation; Lighting; Motion detection; Pixel; Proposals; Robustness; Shape measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2005. ISIE 2005. Proceedings of the IEEE International Symposium on
Conference_Location
Dubrovnik, Croatia
Print_ISBN
0-7803-8738-4
Type
conf
DOI
10.1109/ISIE.2005.1529101
Filename
1529101
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