Dataset:
The BOSS project aims at developing an innovative and bandwidth efficient communication system to transmit large data rate communications between public transport vehicles and the wayside. In particular, the BOSS concepts will be evaluated and demonstrated in the context of railway transport. As a matter of fact, security issues, traditionally covered in stations by means of video-surveillance are clearly lacking on-board trains, due to the absence of efficient transmission means from the train to a supervising control centre. Similarly, diagnostic or maintenance issues are generally handled when the train arrives in stations or during maintenance stops, which prevents proactive actions to be carried out.
Dataset include 15 sequences shot by 9 cameras and 8 microphones, all synchronized together to give the possibility of 3D video/audio reconstruction.
In these datasets, we can find the following events:
- Cell phone theft (in Spanish language).
- Check out - a passenger checking out another man's wife, then fighting (in French language).
- Disease - a series of 3 passengers fainting, alone in the coach (both in French and Spanish).
- Disease in public (both in French and Spanish).
- Harass - 3 sequences in which a man harasses a woman. In "Harass2", there are other passengers in the coach.
- Newspaper - two sequences (one in French, one in Spanish) in which a passenger harasses another passenger for his newspaper, and end up assaulting him.
- Panic (in French language) - a passenger notices a fire in the next coach, and everybody runs out of the train.
- Two more sequences are provided, containing no incidents whatsoever. They were shot to assess the robustness of incident detection software to false alarms.
- Other sequences are provided, which are not acted incidents but were used for specific incident detection tasks.