Pixilated images are images that have been zoomed to a point
that the picture is no longer clear and one can’t tell what the image is
about.
Most science fiction movies use this their scene. In their
control room they get a satellite image of an individual and display it in a
big screen but usually not clear and there is this IT geek with glasses keys in
a few keys on the keyboard and walla a clear image of the individual is seem.
Goggle has now brought these to reality. By the use of deep machine
learning project Google brain software is able to analyze the pixilated image
and be able to recreate a better image that will be easy to use.
Google Brain's software does this with two stages of neural
network training. The first stage involves a "conditioning network"
that cross references the 8 x 8 pixelated image with similar-looking images
that are higher resolution and then downsized, checking for patterns and colors
The second stage, called the "prior network" then
uses details from high-resolution images to try to fill out the low-resolution
images.
"When some details do not
exist in the source image, the challenge lies not only in ‘deblurring’ an
image, but also in generating new image details that appear plausible to a
human observer," the Google Brain researchers wrote in their paper.
They have carried out successful test
with celebrities photos which they pixilated then fed the machine to observe
how it will recreate it. Its still not
yet clear when the full product will be out or even if it will be commercialized
As technologies professionals this
might end up as a good innovation in the security field as video output from
DVR with very poor quality which end up not valuable because in the event of crime the criminals is not visible.With these innovation will come in handy in recreating the images .
1 comments:
Great Article
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