Abstract
An artificial intelligence (AI)-based smart Internet protocol (IP) camera system for examination monitoring has been designed, realized, and rigorously tested under realistic environment. The purpose of the proposed IP cameras is to carry out real-time remote surveillance of the examination hall as well as store corresponding videos recordings in cloud storage. Internet-of-things (IoT) technology is used to remote access of the IP cameras and real-time video streaming on web-browser of any computer/smart phone connected to either internal or external network; a dedicated cloud service (named “remoteit”) is used for this purpose. Practically, 640 × 480 sq. pixels with 30–35 frames per second (fps) video capturing are used for the online streaming. On the other hand, compressed video size of 320 × 240 sq. pixels with 30–35 fps is used for recording and storing in cloud. In addition, a custom TensorFlow lite model has been built for detecting undesirable chaos in the examination hall, and a bulk short messaging service (SMS) application programming interface (API) is used to send real-time alert to the competent authority in order to initiate necessary action. In future, the proposed system may be customized for various other sectors for security and alerting purposes.
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References
RTSP: The Real-Time Streaming Protocol (2021). https://antmedia.io/rtsp-explained-what-is-rtsp-how-it-works/. Accessed on 11 Nov 2022
Video Streaming in Web Browsers with OpenCV and Flask (2020). https://antmedia.io/rtsp-explained-what-is-rtsp-how-it-works/. Accessed on 11 Nov 2022
Patil, N., Ambatkar, S., Kakde, S.: IoT based smart surveillance security system using raspberry Pi. In: 2017 International Conference on Communication and Signal Processing (ICCSP), pp. 0344–0348 (2017). https://doi.org/10.1109/ICCSP.2017.8286374
Lulla, G., Kumar, A., Pole, G., Deshmukh, G.: IoT based smart security and surveillance system. In: International Conference on Emerging Smart Computing and Informatics (ESCI), pp. 385–390 (2021). https://doi.org/10.1109/ESCI50559.2021.9396843
Kelly, S.D.T., Suryadevara, N.K., Mukhopadhyay, S.C.: IEEE Sens. J. 13(10), 3846–3853 (2013)
Sarhan, Q.I.: Systematic survey on smart home safety and security systems using the Arduino platform. IEEE Access 8, 128362–128384 (2020)
Kumar, J., Kumar, S., Kumar, A., Behera, B.: Real-time monitoring security system integrated with Raspberry Pi and e-mail communication link. In: 9th International Conference on Cloud Computing Data Science Engineering (Confluence), pp. 79–84 (2019)
Remote.it: Unified & Automated Network Management (2022). https://www.remote.it/. Accessed on 11 Nov 2022
Tensorflow Lite Model Maker (2022). https://www.tensorflow.org/lite/models/modify/model_maker. Accessed on 12 Sept 2022
Flask: Streaming Contents (2.2x) (2022). https://flask.palletsprojects.com/en/2.2.x/patterns/streaming/. Accessed on 4 Nov 2022
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Bose, S., Ghosh, S., Dhang, S., Karmakar, R., Dey, P., Acharyya, A. (2023). IoT-Based Smart Internet Protocol Camera for Examination Monitoring. In: Bhattacharyya, S., Das, G., De, S., Mrsic, L. (eds) Recent Trends in Intelligence Enabled Research. DoSIER 2022. Advances in Intelligent Systems and Computing, vol 1446. Springer, Singapore. https://doi.org/10.1007/978-981-99-1472-2_21
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DOI: https://doi.org/10.1007/978-981-99-1472-2_21
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