Surveillance video data set

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IVY LAB Surveillance video dataset
The test sequences provided below were generated to simulate and evaluate a privacy-protected video surveillance system. All test sequences contain frontal human faces that need to be concealed for non-authorized users of our video surveillance system.

◎ Video sequence 1: ATM
The video sequence “ATM” only contains one human face. The video sequence was shot by a surveillance camera located in an ATM machine. This allows recording the frontal face of bank customers.

   Sample frames
    $설명: C:\Users\shs\Desktop\ATM18.gif$ $설명: C:\Users\shs\Desktop\ATM75.gif$ $설명: C:\Users\shs\Desktop\ATM689.gif$
   To download the full "ATM" video sequence, please click here

   Format details
   - resolution : 4CIF (704x576 pixels)
   - frame rate : 30 fps
   - number of images : 730
   - video format : mpeg-1

◎ Video sequence 2: Stairs
The video sequence “Stairs” contains one person who is climbing up the stairs. The surveillance camera was located at the top of the stairs in order to monitor people using the stairs.

   Sample frames
    $설명: C:\Users\shs\Desktop\STAIR172.gif$ $설명: C:\Users\shs\Desktop\STAIR292.gif$ $설명: C:\Users\shs\Desktop\STAIR421.gif$
   To download the full "Stairs" video sequence, please click here

   Format details
   - resolution : 4CIF (704x576 pixels)
   - frame rate : 30 fps
   - number of images : 708
   - video format : mpeg-1

◎ Video sequence 3: Hall way
The video sequence “Hall way” contains two people entering a building and walking towards the surveillance camera. The surveillance camera was located at the end of a hall way in order to monitor people entering and exiting the building.

   Sample frames
    $설명: C:\Users\shs\Desktop\HALLWAY_A244.gif$ $설명: C:\Users\shs\Desktop\HALLWAY_A404.gif$ $설명: C:\Users\shs\Desktop\HALLWAY_A574.gif$
   To download the full "Hall way" video sequence, please click here

   Format details
   - resolution : 4CIF (704x576 pixels)
   - frame rate : 30 fps
   - number of images : 662
   - video format : mpeg-1

For the use of our surveillance video dataset, please reference the following article:

Hosik Sohn, Wesley De Neve, Yong Man Ro, "Privacy Protection in Video Surveillance Systems: Analysis of Subband-Adaptive Scrambling in JPEG XR," Circuits and Systems for Video Technology, IEEE Transactions on , vol.21, no.2, pp.170-177, Feb. 2011

Related publications

Hosik Sohn, Dohyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, and Yong Man Ro, “An objective and subjective evaluation of content-based privacy protection of face images in video surveillance systems using JPEG XR,” Accepted for publication in Effective Surveillance for Homeland Security: Balancing Technology and Social Issues, Book Chapter, March 2013.

Hosik Sohn, Dohyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro, “Contribution of Non-Scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage,” Proceedings of Digital Forensics and Watermarking 2011, USA, October 2011, pp. 453-467.

Hosik Sohn, Esla T. AnzaKu, Wesley De Neve, Yong Man Ro, and Konstantinos N. Plataniotis, “Privacy Protection in Video Surveillance Systems using Scalable Video Coding”, AVSS09

Hosik Sohn, Wesley De Neve, Yong Man Ro, “Region-of-Interest Scrambling for Scalable Surveillance Video using JPEG XR”, ACM Multimedia 2009

Image and Video Systems Lab
  Korea Advanced Institute of Science and Technology (KAIST)
  Deajeon, Korea

  Contact: ymro@kaist.ac.kr