Smart Security System: A Surveillance System Based on OpenCV and Android Platform
Main Article Content
Abstract
Image processing and computer vision techniques can now be implemented using computer processing. And with readily available libraries like OpenCV, it has become easier than ever to use such technologies to improve upon the traditional security systems for our benefit. By the creation of this project, we aim to make it a very easy process to secure the homes and workplaces at a relatively cheaper cost. Traditional CCTVs, in addition to being expensive, do not offer much in terms of control over devices. Our proposed system consists of developing a smart tool by which a computer or Raspberry Pi attached with a camera can be converted into a smart surveillance system. Further modules can be connected like temperature module, PIR sensor, etc. The aim of this project is to develop a smart and cost-efficient smart system and, as a result, provide a cheap and manageable option to small business owners and households.
Downloads
Download data is not yet available.
Article Details
How to Cite
Ghanate, N., Bhagat, K., & Gamot, S. (2020). Smart Security System: A Surveillance System Based on OpenCV and Android Platform. SAMRIDDHI : A Journal of Physical Sciences, Engineering and Technology, 12(SUP 1), 32-35. https://doi.org/.
Section
Research Article
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
[1] R.J. Radke, S. Andra, O. Al-Kofahi, B. Roysam, “Image change detection algorithms: a systematic survey,” IEEE Transactions on Image Processing (Volume: 14, Issue: 3, March 2005), pp 294 – 307.
[2] Frazer K. Noble, “Comparison of OpenCV’s feature detectors and feature matchers”, 2016 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP).
[3] Sourabh Sarkar, Srijita Gayen, Saurabh Bilgaiyan, “Android based home security system using Internet of Things (IoT) and Firebase,” 2018 International Conference on Inventive Research in Computing Applications (ICIRCA).
[4] Alex Jaimes, “Computer vision startups tackle AI,” IEEE MultiMedia (Volume: 23, Issue: 4, Oct.-Dec. 2016), pp
94 96.
[5] Xin Li, Yiliang Shi, “Computer Vision Imaging Based on Artificial Intelligence,” 2018 International Conference on Virtual Reality and Intelligent Systems (ICVRIS).
[6] Nalluri, S. K., & Parasaram, V. K. B. (2016). Early Approaches to Robotic Process Automation in Enterprise Systems. International Journal of Humanities and InformationTechnology, 1(01), 12-28.
https://doi.org/10.21590/ijhit.01.01.06
[7] Parasaram, V. K. B., & Nalluri, S. K. (2016). A Comparative Analysis of Risk Management Frameworks in Enterprise IT Projects. SAMRIDDHI : A Journal of Physical Sciences, Engineering and Technology, 8(02), 147-155. https://doi.org/10.18090/samriddhi.v8i2.7149
[8] Raghav Bansal, Gaurav Raj, Tanupriya Choudhary, “Blur image detection using Laplacian operator and OpenCV,” 2016 International Conference System Modeling & Advancement in Research Trends (SMART).
[9] D. Abhilash, Chandrashekar Chandrashekar, S. Shalini, “Economical, energy efficient and portable home security system based on Raspberry Pi 3 using the concepts of OpenCV and MIME”, 2017 International Conference on Circuits, Controls, and Communications (CCUBE).
[10] Bhaumick Vaidya, Ankit Patel, Anand Panchal, Rangat Mehta, Krish Mehta, Parth Vaghasiya, “Smart home automation with a unique door monitoring system for old age people using Python, OpenCV, Android and Raspberry pi,” 2017 International Conference on Intelligent Computing and Control Systems (ICICCS).
[11] Blog: Advantages and Disadvantages of using Security Cameras, http://tiny.cc/y2vykz.
[12] Wu-Jeng Li, Chiaming Yen, You-Sheng Lin, Shu-Chu Tung, ShihMiao Huang, “JustIoT Internet of Things based on the Firebase real-time database”, 2018 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE).
[13] Satish Kumar Nalluri, Venkata Krishna Bharadwaj Parasaram. (2019). Software-Centric Automation Frameworks Integrating AI and Cybersecurity Principles. International Journal of Engineering Science & Humanities, 9(1), 30–40. Retrieved from https://www.ijesh.com/j/article/view/539
[14] P. Vigneswari, V. Indhu, R. Narmatha, A. Sathinisha, and J. Subashini, “Automated security system using surveillance,” International journal of current engineering and technology, vol. 5, no. 2, 882–884, (2015).
[15] S. Suresh, J. Bhavya, S. Sakshi, K. Varun, and G. Debarshi, “Home monitoring and security system,” in 2016 International Conference on ICT in Business Industry & Government (ICTBIG, 2016), 1–5.
[16] H. U. Zaman, T. E. Tabassum, T. Islam, and N. Mohammad, “Low cost multi-level home security system for developing countries,” in 2017 International Conference on Intelligent Computing and Control Systems (ICICCS, 2017), 549–554.
[17] “Learning Python, 4th Edition”, Author: Mark Lutz, O’Reilly
Media, 2010.
[18] “A Practical Introduction to Computer Vision with OpenCV,”
Author: Kenneth Dawson-Howe, Wiley Publication, 2014.
[2] Frazer K. Noble, “Comparison of OpenCV’s feature detectors and feature matchers”, 2016 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP).
[3] Sourabh Sarkar, Srijita Gayen, Saurabh Bilgaiyan, “Android based home security system using Internet of Things (IoT) and Firebase,” 2018 International Conference on Inventive Research in Computing Applications (ICIRCA).
[4] Alex Jaimes, “Computer vision startups tackle AI,” IEEE MultiMedia (Volume: 23, Issue: 4, Oct.-Dec. 2016), pp
94 96.
[5] Xin Li, Yiliang Shi, “Computer Vision Imaging Based on Artificial Intelligence,” 2018 International Conference on Virtual Reality and Intelligent Systems (ICVRIS).
[6] Nalluri, S. K., & Parasaram, V. K. B. (2016). Early Approaches to Robotic Process Automation in Enterprise Systems. International Journal of Humanities and InformationTechnology, 1(01), 12-28.
https://doi.org/10.21590/ijhit.01.01.06
[7] Parasaram, V. K. B., & Nalluri, S. K. (2016). A Comparative Analysis of Risk Management Frameworks in Enterprise IT Projects. SAMRIDDHI : A Journal of Physical Sciences, Engineering and Technology, 8(02), 147-155. https://doi.org/10.18090/samriddhi.v8i2.7149
[8] Raghav Bansal, Gaurav Raj, Tanupriya Choudhary, “Blur image detection using Laplacian operator and OpenCV,” 2016 International Conference System Modeling & Advancement in Research Trends (SMART).
[9] D. Abhilash, Chandrashekar Chandrashekar, S. Shalini, “Economical, energy efficient and portable home security system based on Raspberry Pi 3 using the concepts of OpenCV and MIME”, 2017 International Conference on Circuits, Controls, and Communications (CCUBE).
[10] Bhaumick Vaidya, Ankit Patel, Anand Panchal, Rangat Mehta, Krish Mehta, Parth Vaghasiya, “Smart home automation with a unique door monitoring system for old age people using Python, OpenCV, Android and Raspberry pi,” 2017 International Conference on Intelligent Computing and Control Systems (ICICCS).
[11] Blog: Advantages and Disadvantages of using Security Cameras, http://tiny.cc/y2vykz.
[12] Wu-Jeng Li, Chiaming Yen, You-Sheng Lin, Shu-Chu Tung, ShihMiao Huang, “JustIoT Internet of Things based on the Firebase real-time database”, 2018 IEEE International Conference on Smart Manufacturing, Industrial & Logistics Engineering (SMILE).
[13] Satish Kumar Nalluri, Venkata Krishna Bharadwaj Parasaram. (2019). Software-Centric Automation Frameworks Integrating AI and Cybersecurity Principles. International Journal of Engineering Science & Humanities, 9(1), 30–40. Retrieved from https://www.ijesh.com/j/article/view/539
[14] P. Vigneswari, V. Indhu, R. Narmatha, A. Sathinisha, and J. Subashini, “Automated security system using surveillance,” International journal of current engineering and technology, vol. 5, no. 2, 882–884, (2015).
[15] S. Suresh, J. Bhavya, S. Sakshi, K. Varun, and G. Debarshi, “Home monitoring and security system,” in 2016 International Conference on ICT in Business Industry & Government (ICTBIG, 2016), 1–5.
[16] H. U. Zaman, T. E. Tabassum, T. Islam, and N. Mohammad, “Low cost multi-level home security system for developing countries,” in 2017 International Conference on Intelligent Computing and Control Systems (ICICCS, 2017), 549–554.
[17] “Learning Python, 4th Edition”, Author: Mark Lutz, O’Reilly
Media, 2010.
[18] “A Practical Introduction to Computer Vision with OpenCV,”
Author: Kenneth Dawson-Howe, Wiley Publication, 2014.