Smart surveillance system based on stereo matching algorithms with IP and PTZ cameras

Nurulfajar Abd Manap, Gaetano Di Caterina, John Soraghan, V Sidharth, H Yao

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

12 Citations (Scopus)

Abstract

In this paper, we describe a system for smart surveillance using stereo images with applications to advanced video surveillance systems. The system utilizes two smart IP cameras to obtain the position and location of objects. In this case, the object target is human face. The position and location of the object are automatically extracted from two IP cameras and subsequently transmitted to an ACTi Pan-Tilt-Zoom (PTZ) camera, which then points and zooms to the exact position in space. This work involves video analytics for estimating the location of the object in a 3D environment and transmitting its positional coordinates
to the PTZ camera. The research consists of algorithms development in surveillance system including face detection, block matching, location estimation and implementation with ACTi SDK tool. The final system allows the PTZ camera to track the objects and acquires images in high-resolution quality.
Original languageEnglish
Title of host publication3DTV conference
Subtitle of host publicationthe true vision - capture, transmission and display of 3D Video (3DTV-CON), 2010.
Place of PublicationUK
PublisherIEEE
Pages1-4
Number of pages4
ISBN (Print)9781424463787
DOIs
Publication statusPublished - 2010
Event3DTV-CON: Capture, Transmission and Display of 3D Video - Tampere, Finland
Duration: 7 Jun 20109 Jun 2010

Conference

Conference3DTV-CON: Capture, Transmission and Display of 3D Video
CountryFinland
CityTampere
Period7/06/109/06/10

Keywords

  • costs
  • video surveillance
  • smart cameras
  • security
  • object detection
  • military satellites
  • intelligent systems
  • information retrieval
  • humans
  • face

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  • Cite this

    Abd Manap, N., Di Caterina, G., Soraghan, J., Sidharth, V., & Yao, H. (2010). Smart surveillance system based on stereo matching algorithms with IP and PTZ cameras. In 3DTV conference: the true vision - capture, transmission and display of 3D Video (3DTV-CON), 2010. (pp. 1-4). IEEE. https://doi.org/10.1109/3DTV.2010.5506302