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Title: :  Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique
PaperId: :  2923
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2923
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Kajal T SangalePravara Rural Engineering College Loni
Prof N.B.KaduPravara Rural Engineering College Loni

Abstract

Computer engineering
Segmentation, Foreground segmentation, Video matting, C-1SVM, Graph frames.
Segmentation is nothing but to simplify and change the representation of video into something that is more meaningful and easier to analyze. Foreground segmentation is nothing but the extraction of desired foreground object from input videos. Large amount of efforts are taken on this topic but there is still lack of significant algorithm that work on live videos of object with fuzzy boundaries captured by movable camera. This paper presents an algorithm that can work in real-time for freely moving cameras. In this we use two competing one class support vector machine at each pixel location they can work according to local color distribution for both foreground and background. By using this machine learning method and addressing foreground segmentation and boundary matting in integrated manner this algorithm gives complete extraction of foreground object at processing a wide range of videos with complex background from freely moving cameras in real-time. In this also calculate the real-time processing speed in the form of frames per seconds as well as graph frames.

Citations

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IJARIIE Kajal T Sangale, and Prof N.B.Kadu. "Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 571-577
MLA Kajal T Sangale, and Prof N.B.Kadu. "Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 571-577.
APA Kajal T Sangale, & Prof N.B.Kadu. (2016). Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 571-577.
Chicago Kajal T Sangale, and Prof N.B.Kadu. "Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 571-577.
Oxford Kajal T Sangale, and Prof N.B.Kadu. 'Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 571-577. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Real_time_Foreground_Segmentation_and_Boundary_matting_for_Live_Videos_using_SVM_technique_ijariie2923.pdf (Accessed : ).
Harvard Kajal T Sangale, and Prof N.B.Kadu. (2016) 'Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 571-577IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Real_time_Foreground_Segmentation_and_Boundary_matting_for_Live_Videos_using_SVM_technique_ijariie2923.pdf (Accessed : )
IEEE Kajal T Sangale, and Prof N.B.Kadu, "Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 571-577, Jul-Aug 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/Real_time_Foreground_Segmentation_and_Boundary_matting_for_Live_Videos_using_SVM_technique_ijariie2923.pdf [Accessed : ].
Turabian Kajal T Sangale, and Prof N.B.Kadu. "Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Kajal T Sangale, and Prof N.B.Kadu. Real-time Foreground Segmentation and Boundary matting for Live Videos using SVM technique. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(4) : 571-577. Available from: https://ijariie.com/AdminUploadPdf/Real_time_Foreground_Segmentation_and_Boundary_matting_for_Live_Videos_using_SVM_technique_ijariie2923.pdf
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