Boffins in Ohio have taken another step towards
the global surveillance panopticon of the future, developing
software which can autonomously track an individual through
a city using CCTV cameras.
James W Davis, associate prof at the Ohio State computer
science and engineering department, developed the new spyware
with the aid of grad student Karthik Sankaranarayanan.
Davis and Sankaranarayanan's code works by using a pan-tilt-zoom
camera to create a panoramic image of its entire field of
view, and then linking each ground pixel in the picture to
a georeferenced location on a map. This means that when the
camera sees a person or vehicle, the computer also knows in
terms of map coordinates where it is looking.
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That in turn makes it possible for a new camera to be trained
on the target as he/she/it passes out of the first one's field
of view. In this way, a subject can be followed automatically
anywhere that the monitoring computer has CCTV coverage. There's
no need for a human operator to manually train cameras around,
using up man-hours and sooner or later making a mistake and
losing track.
"That's the advantage of linking all the cameras together
in one system - you could follow a person's trajectory seamlessly,"
says Davis.
For now, such camera networks are small and localised. However,
the Home Office here in the UK has said it would like to "create
an effective cross country strategic CCTV network". Such
a network, combined with Davis and Sankaranarayanan's new
software, would allow plods or spooks to track people completely
hands-off. That said, until facial-recognition software gets
a lot better the computers would lose their target as soon
as he or she left CCTV coverage.
Not content with his efforts so far, Davis wants to go even
further and write code which can pick out people "engaging
in nefarious behaviour".
"We are trying to automatically learn what typical activity
patterns exist in the monitored area, and then have the system
look for atypical patterns that may signal a person of interest,"
he says.
Such systems are already being trialled, and are known to
be more than a bit flaky. The panoramic-map software with
its people-tracking abilities seems more promising - from
a surveillance operator's point of view, anyway.