[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to main content

IoT-Based Smart Internet Protocol Camera for Examination Monitoring

  • Conference paper
  • First Online:
Recent Trends in Intelligence Enabled Research (DoSIER 2022)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1446))

Included in the following conference series:

  • 122 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
GBP 19.95
Price includes VAT (United Kingdom)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
GBP 143.50
Price includes VAT (United Kingdom)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
GBP 179.99
Price includes VAT (United Kingdom)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. RTSP: The Real-Time Streaming Protocol (2021). https://antmedia.io/rtsp-explained-what-is-rtsp-how-it-works/. Accessed on 11 Nov 2022

  2. 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

  3. 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

  4. 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

  5. Kelly, S.D.T., Suryadevara, N.K., Mukhopadhyay, S.C.: IEEE Sens. J. 13(10), 3846–3853 (2013)

    Article  Google Scholar 

  6. Sarhan, Q.I.: Systematic survey on smart home safety and security systems using the Arduino platform. IEEE Access 8, 128362–128384 (2020)

    Article  Google Scholar 

  7. 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)

    Google Scholar 

  8. Remote.it: Unified & Automated Network Management (2022). https://www.remote.it/. Accessed on 11 Nov 2022

  9. Tensorflow Lite Model Maker (2022). https://www.tensorflow.org/lite/models/modify/model_maker. Accessed on 12 Sept 2022

  10. Flask: Streaming Contents (2.2x) (2022). https://flask.palletsprojects.com/en/2.2.x/patterns/streaming/. Accessed on 4 Nov 2022

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Aritra Acharyya .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

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

Download citation

Publish with us

Policies and ethics