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Moving Object’s Cast Shadow Removal

http://hdl.handle.net/20.500.12678/0000004659
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150-155.pdf 150-155.pdf (332 Kb)
Publication type
Article
Upload type
Publication
Title
Title Moving Object’s Cast Shadow Removal
Language en
Publication date 2018-02-22
Authors
Aung, Moe San
Tint, Thuzar
Description
Moving object’s cast shadow removal is theactive and challenging research area in computervision and digital image processing. Removing castshadow is the primary step for object tracking andsegmentation system. Shadow cause false classificationand shape distortion. So, the system is proposed toremove the moving object’s cast shadow in the outdoorenvironment. In the system, background modeling isinitially performed by averaging the movement regions.After background modeling, foreground objects areextracted using the background subtraction method.Frame normalization, V channel of HSV color space,Otsu thresholding approach, morphological processingand region properties are employed to detect the castshadow region. After shadow detection, the shadow isremoved based on previous background model.Experimental results show the proposed method candetect and remove cast shadow region properly.
Keywords
background modeling, normalization, HSV color space, region properties, morphological operation
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/311
Journal articles
Sixteenth International Conferences on Computer Applications(ICCA 2018)
Conference papers
Books/reports/chapters
Thesis/dissertations
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