DOI QR코드

DOI QR Code

Real-time Tracking and Identification for Multi-Camera Surveillance System

  • Received : 2018.01.03
  • Accepted : 2018.01.25
  • Published : 2018.02.28

Abstract

This paper presents a solution for personal profiling system based on user-oriented tracking. Here, we introduce a new way to identify and track humans by using two types of cameras: dome and face camera. Dome camera has a wide view angle so that it is suitable for tracking human movement in large area. However, it is difficult to identify a person only by using dome camera because it only sees the target from above. Thus, face camera is employed to obtain facial information for identifying a person. In addition, we also propose a new mechanism to locate human on targeted location by using grid-cell system. These result in a system which has the capability of maintaining human identity and tracking human activity (movement) effectively.

Keywords

References

  1. B. Babenko, M. Yang, and S. Belongie, "Visual Tracking with Online Multiple Instance Learning," 2009.
  2. H. Grabner, M.Grabner, and H. Bischof, "Real-Time Tracking via On-line Boosting," in Proc. 17th British Machine Vision Conf., pp. 47-56, 2006.
  3. Z. Kalal, K. Mikolajczyk, and J. Matas, "Tracking Learning Detection," in IEEE Trans. Pattern Anal. Mach. Intell., (Washington, DC, USA), July 2012.
  4. A. Senior, A. Hampapur, Y. Tian, L. Brown, S. Pankanti, and R. Bolle, "Appearance Models for Occlusion Handling," in Image and Vision Computing, vol. 24, 2006.
  5. Samsung,"Samsung CCTV SNF 7010," Retrieved from http://www.samsungsecurity.com/product/product_view.asp?idx6930
  6. Intel, "Intel RealSense 3D Camera (F200)," Retrieved from https://software.intel.com/en-us/realsense/f200camera
  7. J.G. Song, Y.S. Lee, W.T. Jang, H.J. Lee, T.Y. Kim, "Face Recognition Authentication Scheme for Mobile Banking System" Journal of Internet, Broadcasting and Communication (IJIBC), Vol.8 No.2, pp.38-42, 2016
  8. S.M. Woo, M.L. Lee, "Sensors Network and Security and Multimedia Enhancement" Journal of Internet, Broadcasting and Communication (IJIBC), Vol.8 No.1 pp.64-68, 2016