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Moving Object’s Cast Shadow Removal
http://hdl.handle.net/20.500.12678/0000004659
http://hdl.handle.net/20.500.12678/000000465914f0ec0d-7be1-46a6-81e7-e72ef76d9f4b
727872d2-10cf-4b06-8ba6-6693e0fb682d
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Article | ||||||
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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 |