Scientists have developed a mathematical program that enables a computer to
'appreciate' works of art.
Devised by a team from the Department of Computer Sciences at the
University
of Haifa, the technology allows the computer to 'know' whether a piece of
artwork is the work of Leonardo da Vinci, for example, or a less well-known
artist.
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"The field of computer vision is very complex and multifaceted. We hope that
our new development is another step forward in this field," said professor
Daniel Keren who developed the program.
The researchers first 'taught' the computer to identify the works of
different artists by turning the drawings of nature, people, flowers and other
scenes into a series of mathematical symbols, sines and cosines.
After the computer 'learned' some of the works of each artist, it was able to
master the individual style of each artist and identify that artist when looking
at other works which the computer had never seen.
Professor Keren said that the program can identify the works of a specific
artist even if they depict different scenes.
"As soon as the computer learns to recognise the clock drawings of Dali, it
will recognise his other paintings even without clocks," he said.
"As soon as the computer learns to recognise the swirls of Van Gogh, it will
recognise them in pictures it has never seen before."
This new development is a step forward in the field of computer vision,
according to the scientists.
"Human vision has undergone millions of years of evolution and our field is
only 30 years old," explained Professor Keren.
"At this stage computers still have difficulty doing things that are very
simple for people, for example, recognising a picture of a human face.
"A computer has difficulty identifying when a picture is of a human face or
how many faces are in a picture. However, computers are very good at simulating
and sketching 3D images like the arteries in the brain or a road network."
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