Design and Implementation of Multimedia Evidence Collection System Using Image Processing with IoT
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Abstract
Every day for many reasons, a lot of life's lost in accidents. To solve the causes of the accident, essentially it monitors how, when and where a vehicle is being driven, and records the data such as location and image soon after the accident, which is later used for forensics. An Automatic Accident Detection (AAD) algorithm will be developed to achieve that task; suitable thresholds are defined to determine the occurrence of accidents. The work in this paper is on implementation using concepts of IoT with embedded systems Raspberry Pi and image processing techniques.
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Prem Kumar Bhaskar and Suet-Peng Yong “Image Processing Based Vehicle Detection and Tracking Method” Department of Computers and Information Sciences Universiti Teknologi PETRONAS Seri Iskandar, 31750, Perak, Malaysia, 978-1-4799-0059-6/13/$31.00 ©2014 IEEE
Sara Saravi, Eran A. Edirisinghe “Vehicle Make and Model Recognition in CCTV Footage” Department of Computer Science, Loughborough University, Loughborough, United Kingdom. 978-1-4673-5807-1/13/$31.00
©2013 IEEE
World Health Organization, “Road traffic accidents,” Last accessed on 01 May 2017. [Online]. Available: http://apps.who.int/iris/bitstream/ 10665/39723/1/WHO PHP12.pdf
H. Loimer and M. Guarnieri, “Accidents and acts of God: A history of the terms,” American Journal of Public Health, vol. 86, no. 1, pp. 101– 107,1996. https://doi.org/10.2105/AJPH.86.1.101
Y.Zia, M. Sabir, I.U. Saeed et al., “Pedestrian injuries and fatalities by patterns in reported road traffic crashes–Islamabad,” Journal of the PakistanMedicalAssociation, vol.64, no.10, pp. 1162–1165,2014.
Department for Transport, “Facts on pedal cy- clients,” Last accessed on 01 May 2017. [Online].Available: https://www.gov.uk/government/uploads/ system/ uploads/attachmentdata/file/447674/pedal-cyclists-2013-data.pdf
V. Melcher, F. Diederichs, R. Maestre, C. Hofmann, J.-M.Nacenta, J.vanGent,D.Kusic´,andB.Zˇagar, "Smartvitalsignsandaccident monitoring system for motorcyclists embedded in helmets and garments for advanced call emergency assistance and health alysismonitoring," ProcediaManufacturing, vol. 3, pp. 3208–3213,2015. https://doi.org/10.1016/j.promfg.2015.07.871
Calculate, “Where do most car accidents happen?” Last accessed on 01 May 2017. [Online]. Available: http://www.calculateme.com/ car- insurance-articles/where-accidents-happen.htm
Gaar Law Firm, “Common types of motor vehicle accidents,” Last accessedon01May2017.[Online]. Available:http://www.gaarlaw.com/
Motor-Vehicle-Accidents/Car-Accidents/Car-Accident-Types.shtml
W. Yun, Z. J. Piao, G. Lei, X. Y. Wang, Y. P. Kong, and C.Jiding, “Road mortalities of vertebratespeciesonringchangbaimountainscenic highway, Jilin province, China.” North-Western Journal of Zoology, vol. 9, no. 2,2013.
J.Kioko, C.Kiffner, P. Phillips, C. Patterson-Abrolat, W.Collinson, and S. Katers, “Driver knowledge and attitudes on animal-vehicle collisions in
Northern Tanzania,” Tropical Conservation Science, vol. 8, no. 2, pp. 352– 366, 2015. https://doi.org/10.1177/194008291500800206
Del Valle Institute Office of Public Health Preparedness, “What is mass casualty incident?” Last accessed on 01 May 2017. [Online]. Available: https://delvalle.bphc.org/mod/wiki/view.php?pageid=89
HG.org legal resources, “Legally speaking, What is an act of God?” Last accessed on 01 May 2017. [Online]. Available: https://www.hg.org/article.asp?id=31732
J. White, C. Thompson, H. Turner, B. Dougherty, and D. C. Schmidt, “Wreckwatch: Automatic traffic accident detection and notification with smartphones,” Mobile Networks and Applications, vol. 16, no. 3, p. 285, 2011. https://doi.org/10.1007/s11036-011-0304-8
S. K. C. Varmaand T. V. Poornesh, “Harsha, Automatic Vehicle Accident Detection And Messaging System Using GPS and GSM Modems, "International Journal of Scientific & Engineering Research, vol.4, no.8, p. 1937,2013.
V. Praveena, A. R. Sankar, S. Jeyabalaji, and V. Srivatsan, “Efficient accident detection and rescue system using ABEONA algorithm,” International Journal of Emerging Trends and Technology in Computer Science, vol. 3, no. 5,2014.
J.B. Kenney, "Dedicated short-range communications (DSRC)standards in the United States,” Proceedings of the IEEE, vol. 99, no. 7, pp. 1162– 1182,2011. https://doi.org/10.1109/JPROC.2011.2132790
B. Fernandes, V. Gomes, J. Ferreira, and A. Oliveira, “Mobile application for automatic accident detection and multimodal alert,” inVehicular Technology Conference (VTC Spring). IEEE, 2015, pp.1–5. https://doi.org/10.1109/VTCSpring.2015.7145935
Bhargavi, V., & Rao, D. R. (2019). Vehicle Detection from Images using Deep Fully Convolutional Networks. In International Journal of Recent Technology and Engineering (IJRTE) (Vol. 8, Issue 2, pp. 3176–3180). https://doi.org/10.35940/ijrte.b3103.078219
Vehicle Detection In Remote Sensing Images. (2019). In International Journal of Innovative Technology and Exploring Engineering (Vol. 8, Issue 11, pp. 928–933). https://doi.org/10.35940/ijitee.k1807.0981119
Muralisankar, V., & Jasmine, Dr. S. G. (2019). Object Detection and Identification in Surveillance Images using Image Processing. In International Journal of Engineering and Advanced Technology (Vol. 9, Issue 1s3, pp. 300–305). https://doi.org/10.35940/ijeat.a1057.1291s319
Sharma, Dr. K., & Garg, N. (2021). An Extensive Review on Image Segmentation Techniques. In Indian Journal of Image Processing and Recognition (Vol. 1, Issue 2, pp. 1–5). https://doi.org/10.54105/ijipr.b1002.061221
Vidhyalakshmi, P., Vijayadharan, S., Shanmathi, C., Raahul, V., & Logesh, R. (2020). Hybrid Electro Vehicle. In International Journal of Emerging Science and Engineering (Vol. 6, Issue 10, pp. 1–4).. https://doi.org/10.35940/ijese.j2468.0661020