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Title: :  A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS
PaperId: :  2611
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2611
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Jenish RanaParul Institute of Technology
Mohit PatelParul Institute of Technology

Abstract

Data Mining
Object identification , Noise reduction, and Video surveillance
The moving object detection is a prerequisite and difficult point to realize tracking in the video tracking system. In order to detect moving object effectively, an object tracking algorithm is proposed based on combination of dynamic template matching and Kalman filter. First, get the area of the moving object by using inter-frame difference method and extract the SIFT feature points. Then, find the location of the candidate object that is most matched with the object template in the search area by Kalman filter and match it with the object template in the current frame. Finally, the feature points ’ loss rate will serve as the limited threshold, and we update template according to dynamic template updating strategy. By the number of the frames of the targets matching failures we determine whether the moving target is disappeared. Several experiments of the object tracking show that the approach is accurate and fast, and it has a better robust performance during the attitude changing, the size changing and the shelter instance.

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IJARIIE Jenish Rana, and Mohit Patel. "A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 3361-3365
MLA Jenish Rana, and Mohit Patel. "A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 3361-3365.
APA Jenish Rana, & Mohit Patel. (2016). A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 3361-3365.
Chicago Jenish Rana, and Mohit Patel. "A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 3361-3365.
Oxford Jenish Rana, and Mohit Patel. 'A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 3361-3365. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_OBJECT_DETECTION___TRACKING_BY_USING_VARIOUS_ALGORITHMS_ijariie2611.pdf (Accessed : 22 November 2020).
Harvard Jenish Rana, and Mohit Patel. (2016) 'A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 3361-3365IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_OBJECT_DETECTION___TRACKING_BY_USING_VARIOUS_ALGORITHMS_ijariie2611.pdf (Accessed : 22 November 2020)
IEEE Jenish Rana, and Mohit Patel, "A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 3361-3365, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_OBJECT_DETECTION___TRACKING_BY_USING_VARIOUS_ALGORITHMS_ijariie2611.pdf [Accessed : 22 November 2020].
Turabian Jenish Rana, and Mohit Patel. "A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (22 November 2020).
Vancouver Jenish Rana, and Mohit Patel. A REVIEW ON OBJECT DETECTION & TRACKING BY USING VARIOUS ALGORITHMS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 22 November 2020]; 2(3) : 3361-3365. Available from: https://ijariie.com/AdminUploadPdf/A_REVIEW_ON_OBJECT_DETECTION___TRACKING_BY_USING_VARIOUS_ALGORITHMS_ijariie2611.pdf
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