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Call for Papers:Vol.11 Issue.4

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Title: :  Fall Detection through Video Surveillance using CNN
PaperId: :  10461
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 3 2019
DUI:    16.0415/IJARIIE-10461
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Omkar PanjabiPVPIT, Pune
Saurabh BiwarePVPIT, Pune
Ajay DeshmukhPVPIT, Pune
Ashish DeherePVPIT, Pune
Samarsinh Jadhav PVPIT, Pune

Abstract

Computer Engineering
Convolutional Neural Network, Image Normalization, Fall Detection.
There has been an exponential increase in the number of elderly people living alone. This is mainly due to the increasing number of nuclear families that have been abandoning their parents. This has forced them to take care of themselves, which is a herculean task when a person is very old. Added to this epidemic, old people are highly susceptible to balance issues due to weak musculature. It is a very deadly combination that can lead to some seriously fatal falls. The elderly people are also more prone to get severely affected by these falls and some can also be fatal. Therefore, an innovative system is proposed, that utilizes image processing for the purpose of detection of falls and provides a constant vigilance on the subject. This novel approach is made possible due to the integration of Convolutional Neural Networks and the region of interest to evaluate each frame efficiently to ascertain the fall. As soon as the fall is detected, the neighbors, relatives and the emergency services that can provide much-needed lifesavingassistance.

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IJARIIE Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . "Fall Detection through Video Surveillance using CNN" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 3 2019 Page 1477-1483
MLA Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . "Fall Detection through Video Surveillance using CNN." International Journal Of Advance Research And Innovative Ideas In Education 5.3(2019) : 1477-1483.
APA Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, & Samarsinh Jadhav . (2019). Fall Detection through Video Surveillance using CNN. International Journal Of Advance Research And Innovative Ideas In Education, 5(3), 1477-1483.
Chicago Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . "Fall Detection through Video Surveillance using CNN." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 3 (2019) : 1477-1483.
Oxford Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . 'Fall Detection through Video Surveillance using CNN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 3, 2019, p. 1477-1483. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Fall_Detection_through_Video_Surveillance_using_CNN_ijariie10461.pdf (Accessed : ).
Harvard Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . (2019) 'Fall Detection through Video Surveillance using CNN', International Journal Of Advance Research And Innovative Ideas In Education, 5(3), pp. 1477-1483IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Fall_Detection_through_Video_Surveillance_using_CNN_ijariie10461.pdf (Accessed : )
IEEE Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav , "Fall Detection through Video Surveillance using CNN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 3, pp. 1477-1483, May-Jun 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/Fall_Detection_through_Video_Surveillance_using_CNN_ijariie10461.pdf [Accessed : ].
Turabian Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . "Fall Detection through Video Surveillance using CNN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 3 ().
Vancouver Omkar Panjabi, Saurabh Biware, Ajay Deshmukh, Ashish Dehere, and Samarsinh Jadhav . Fall Detection through Video Surveillance using CNN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : ]; 5(3) : 1477-1483. Available from: https://ijariie.com/AdminUploadPdf/Fall_Detection_through_Video_Surveillance_using_CNN_ijariie10461.pdf
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