'Smart Camera' to Boost Robotic Visual Intelligence
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Weeks after his pet tarantula shot hairs at his face, the patient visited the hospital, by which time his eye was red and inflamed. CREDIT: The Lancet. |
DARPA, the United States military's research and development arm,
has announced a new project to develop a "smart camera" that would help
robots better understand the world around them.
Called Mind's Eye, the program does not yet have funding or active
experiments. But to get the ball rolling, DARPA – which stands for
Defense Advanced Research Projects Agency – will host an industry day
on April 20 in Washington, D.C. to foster discussion amongst companies
interested in the smart camera project.
According to the DARPA announcement, the "Mind’s Eye program seeks to
develop in machines a capability that currently exists only in animals:
visual intelligence."
Essentially, the goal will be to imbue machine's visual processing
systems with a broader understanding of the motives and reasons behind
why recognized objects might be moving in such-and-such a way.
Currently, state-of-the-art machine vision research has enabled robots to identify a wide range of objects – the "nouns" in a scene, according to DARPA.
But machines still do a poor job of perceiving the "verbs" in their
visual field, or the interplay between these objects, and then forming
an overall narrative of the unfolding action.
Humans do this with ease: By looking at a scene, we can mentally form
abstract hunches about what the purposes are behind witnessed activity.
In other words, instead of just mindlessly watching puppets move
randomly in time and space, we can deduce the "strings."
The better to see you with
One of the first uses of a smart camera, according to DARPA's vision,
could be beefed-up surveillance systems on small, unmanned aerial
vehicles (UAVs) similar to the drones that fly above Iraq and
Afghanistan.
Instead of just bringing pictures and video back for human intelligence
experts to then visually piece together, a smart camera-equipped drone
could infer that an insurgent is planting a roadside bomb.
Similar visual intelligence would also be considered for unmanned ground vehicles (UGVs), according to DARPA.
Nowadays, UGVs defuse bombs and perform other hazardous duties, sometimes in hard-to-reach places. They have also been developed for use as autonomous war machines.











