The dataset consists of 21 video clips (16 seconds each, full HD, 25 fps) and associated annotations in xml format of privacy-sensitive regions. Video clips show people performing various actions in indoor and outdoor environments during day and night times. The people shown in the videos are of different gender and ethnicity.
Details about videos
Video clips are in MPEG-2 format, 16 seconds each, with a resolution of full HD resolution (1920×1080 pixels) at 25 frames per second. They were recorded using Canon HD HG21 camera and converted to MPEG-2 format with ffmpeg. There are 21 video clips in total.
- simple walking (1 participant)
- stealing (2 participants)
- dropping a bag (1 participant)
- fighting (2 participants).
You can use PEViD dataset in your research without any conditions, as long as you clearly mention and acknowledge the following paper :
P. Korshunov and T. Ebrahimi, “PEViD: privacy evaluation video dataset”, In SPIE Applications of Digital Image Processing XXXVI, volume 8856, San Diego, California, USA, Aug. 2013.
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