Home   >   CSC-OpenAccess Library   >    Manuscript Information
Full Text Available

This is an Open Access publication published under CSC-OpenAccess Policy.
Publications from CSC-OpenAccess Library are being accessed from over 158 countries worldwide.
Image Processing Based Detecting and Tracking for Security System
Atiq Ur Rehman, Naqeeb Ullah, Naeem Shehzad, Syed Agha Hassnain Mohsan
Pages - 1 - 11     |    Revised - 31-01-2021     |    Published - 28-02-2021
Volume - 13   Issue - 1    |    Publication Date - February 2021  Table of Contents
Detection, Embedded Systems, Image Processing, Optical Flow Technique, Tracking.
Security systems are getting more attention and importance. Numeral security arrangements based on sensors and wireless communication are available in the form of mechanical and electronic applications. These systems are used widely in banks and government offices. However, these traditional systems lack qualities like they cannot examine, track the suspect and generate the alarm simultaneously. Thus, it is difficult to expand these systems with the help of the sensors because of the complexity of the algorithms used. Hence, viewing these points, this paper provides a security system based on Image Processing, which does not only inform the host side at the runtime through alarm but also detects and tracks the present situation by locating the target. The Optical Flow technique of image processing is used to detect using motion analysis of two consecutive frames from the imaging source. The block analysis determines the tracking capabilities of the system by the property of Good Features to track. The wireless link between the imaging sources is established through XAMPP. While the functionality of the alarm is performed at the commencement of the detection process. The results relating to the process of detecting, tracking and generating alarm simultaneously are encouraging and will help to increase the efficiency of the security systems.
1 K. Salunkhe, P. Rajaram, S. Raut, and S. Kurle. “Real-time Activity Detection & Recognition in Video.” International Journal of Future Generation Communication and Networking, Vol. 13, pp. 76- 83, May. 2020.
2 J. Wolfendale. “Terrorism, security, and the threat of counterterrorism.” Studies in Conflict & Terrorism, vol. 30, pp. 75–92, Dec 2006.
3 E. L. Piza, B. C. Welsh, D. P. Farrington, and A. L. Thomas. “CCTV surveillance for crime prevention: A 40-year systematic review with meta-analysis.” Criminol. Public Policy, vol. 18, no. 1, pp. 135–159, 2019.
4 G. Alexandrie. “Surveillance cameras and crime: a review of randomized and natural experiments.”Journal of Scandinavian Studies in Criminology and Crime Prevention, vol. 18, no. 2, pp. 210–222, 2017.
5 N. N. Swathi, K. Alekhya, D. Pavithra and D. Kalyan Babu. "Implementation of Vision Based Intelligent Home Security System Using ARM7."International Research Journal of Engineering and Technology, vol. 4, no. 02, pp. 2395-0056, 2017.
6 M. Dinesh and K. Sudhaman. “Real time intelligent image processing system with high speed secured Internet of Things: Image processor with IOT.” International Conference On Information Communciation And Embedded System (ICICE2016), Chennai, 2016, pp. 1-5.
7 A. B. Dorothy, S. B. R. Kumar, and J. J. Sharmila. “IoT Based Home Security through Digital Image Processing Algorithms.” 2017 World Congress on Computing and Communication Technologies (WCCCT), Tiruchirappalli, 2017, pp. 20-23.
8 Morbale, J. S., A. Kumari, H. Mishra, K. Sachan. "GSM Based Home Automation, Safety and Security System Using Android Mobile Phone," Internation Journal of Current Research, vol. 8, no. 03, pp. 28239-28243, 2016.
9 N. Ullah, M. S. Akram, H. U. Buzdar, A. U. Rehman, M. A. Khan, and S. Khan. “ZigBee-based Parameter Monitoring and Controlling Scheme for Multiple DC Motors,” Indian Journal of Science and Technology, vol. 13, no. 6, pp. 725–734, 2020.
10 H. Yetis and M. Karakose. "Image processing based anomaly detection approach for synchronous movements in cyber-physical systems." 2018 23rd International Scientific-Professional Conference on Information Technology (IT), Zabljak, 2018, pp. 1-4
11 M. T. Awad, S. M. Aldaw, S. M. Aldaw and B. A. r. Osman. "Video Security System for Intrusion Detection," 2019 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE), Khartoum, Sudan, 2019, pp. 01-04.
12 R. Socha and B. Kogut. "Urban Video Surveillance as a Tool to Improve Security in Public Spaces," Sustainability, vol. 12, pp. 1-12, 2020.
13 K. N. Pentaiah and P. J. Ker. "Development of a Microcontroller-based Portable Surveillance System with User Alert Notification." Journal of Environmental Science and Technology, vol. 10, pp. 80-87, 2017.
14 S. Tanwar, P. Patel, K. Patel, S. Tyagi, N. Kumar, and M. S. Obaidat. “An advanced Internet of Thing based Security Alert System for Smart Home.” 2017 International Conference on Computer, Information and Telecommunication Systems (CITS), Dalian, 2017, pp. 25-29.
15 S. Dugad, V. Puliyadi, H. Palod, N. Johnson, S. Rajput and S. Johnny."Ship intrusion detection security system using image processing & SVM." 2017 International Conference on Nascent Technologies in Engineering (ICNTE), Navi Mumbai, 2017, pp. 1-7,
16 S. Blakeman and D. Mareschal. "A complementary learning systems approach to temporal difference Learning." Neural Networks, vol. 112, pp. 218-230, 2020.
17 S. Kyle, "Human and Group Activity Recognition from Video Sequences." PhD thesis, University of York, Heslington, UK, 2016.
18 K. V. Kai “Oswald” Seidler, “XAMPP https://www.apachefriends.org/index.html.” [Online]. Available: https://www.apachefriends.org/index.html, [Oct, 15,2020]
19 A. Sezavar, H. Farsi and S. Mohamadzadeh. "A Modified Grasshopper Optimization Algorithm Combined with CNN for Content Based Image Retrieval," International Journal of Engineering, vol. 32, no. 7, pp. 924-930, 2019.
Mr. Atiq Ur Rehman
Department of Electronic Engineering, BUITEMS, Quetta, 87300 - Pakistan
Mr. Naqeeb Ullah
Department of Electronic Engineering, BUITEMS, Quetta, 87300 - Pakistan
Mr. Naeem Shehzad
Department of Electrical Engineering, COMSATS (Lahore) Campus, Lahore 53400 - Pakistan
Mr. Syed Agha Hassnain Mohsan
Optical Communications Laboratory, Zhejiang University, Zhoushan, 316000 - China