UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 2
February-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRAB06118


Registration ID:
197625

Page Number

633-638

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Title

Implementation Based on Dual Background & Modelling for detection of moving shadows

Abstract

Moving object images in video sequence are obtained by subtracting the background images with the current frame images, background extraction is an important process. Firstly, in this paper, the background and moving objects are extracted by using the improved Gaussian mixture background modeling. Then, the previous moving object and moving object of frame difference are effectively integrated into a moving foreground object we are interested in. Finally, we extract the background region under the moving foreground object. Due to the influence of illumination, the foreground objects contain moving shadows, which affect the performance of moving object detection. This paper proposes a simple and effective method which uses the difference of texture feature and color information in gray foreground image and gray background image to remove the shadow of the foreground object, and then detect the real foreground object.

Key Words

Gaussian mixture background models; color information; texture feature; shadow detection

Cite This Article

"Implementation Based on Dual Background & Modelling for detection of moving shadows ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 2, page no.633-638, February-2019, Available :http://www.jetir.org/papers/JETIRAB06118.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Implementation Based on Dual Background & Modelling for detection of moving shadows ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 2, page no. pp633-638, February-2019, Available at : http://www.jetir.org/papers/JETIRAB06118.pdf

Publication Details

Published Paper ID: JETIRAB06118
Registration ID: 197625
Published In: Volume 6 | Issue 2 | Year February-2019
DOI (Digital Object Identifier):
Page No: 633-638
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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