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Title: :  ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT
PaperId: :  5810
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 4 2017
DUI:    16.0415/IJARIIE-5810
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pooja N SSahyadri College of Engineering and Management
SukethaSahyadri College of Engineering and Management

Abstract

Computer Science Enineering
Abnormal group event , HOFO, SVM
The main objective of this paper is to detect an abnormal group event that occurs in the given input video streams. This is the most popular and one of the challenging tasks in Computer vision domain. The proposed method is based on image descriptor and the classification approach. The optical flow computation is the first step in proposed method and this step can be followed by HOFO descriptor generation. Publically available dataset is used to evaluate the proposed method. To detect the abnormal moving queues we are using features named as HOFO descriptor. The classification approach involves SVM (Support vector machine) method. We apply this method on various Benchmark Dataset to detect abnormal group event. The proposed method gives the effective and accurate results.

Citations

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IJARIIE Pooja N S, and Suketha. "ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 4 2017 Page 84-88
MLA Pooja N S, and Suketha. "ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT." International Journal Of Advance Research And Innovative Ideas In Education 3.4(2017) : 84-88.
APA Pooja N S, & Suketha. (2017). ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT. International Journal Of Advance Research And Innovative Ideas In Education, 3(4), 84-88.
Chicago Pooja N S, and Suketha. "ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 4 (2017) : 84-88.
Oxford Pooja N S, and Suketha. 'ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, 2017, p. 84-88. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/ABNORMAL_GROUP_BEHAVIOR_DETECTION_FOR_OUTDOOR_ENVIRONMENT_ijariie5810.pdf (Accessed : 20 February 2018).
Harvard Pooja N S, and Suketha. (2017) 'ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT', International Journal Of Advance Research And Innovative Ideas In Education, 3(4), pp. 84-88IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/ABNORMAL_GROUP_BEHAVIOR_DETECTION_FOR_OUTDOOR_ENVIRONMENT_ijariie5810.pdf (Accessed : 20 February 2018)
IEEE Pooja N S, and Suketha, "ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 4, pp. 84-88, Jul-Aug 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/ABNORMAL_GROUP_BEHAVIOR_DETECTION_FOR_OUTDOOR_ENVIRONMENT_ijariie5810.pdf [Accessed : 20 February 2018].
Turabian Pooja N S, and Suketha. "ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 4 (20 February 2018).
Vancouver Pooja N S, and Suketha. ABNORMAL GROUP BEHAVIOR DETECTION FOR OUTDOOR ENVIRONMENT. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 20 February 2018]; 3(4) : 84-88. Available from: http://ijariie.com/AdminUploadPdf/ABNORMAL_GROUP_BEHAVIOR_DETECTION_FOR_OUTDOOR_ENVIRONMENT_ijariie5810.pdf
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