-Caveat Lector-

from:
http://www.newscientist.com/ns/19990619/newsstory9.html
<A HREF="http://www.newscientist.com/ns/19990619/newsstory9.html">New
Scientist: Tread carefully
</A>
-----
[Archive: 19 June 1999]

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Tread carefully

Duncan Graham-Rowe

SHOE PRINTS are the most common clue left at the scene of a crime, but
matching crooks and their footwear is not an easy task. Forensic
scientists have to painstakingly sort through photos of different types
of shoes, boots and trainer prints. Now, however, computer scientists in
Northern Ireland have turned to fractals to take the pain out of
classifying footwear and to speed up crime detection.
Although some police forces have access to shoe-print databases, these
all rely on people to do the classifying. Inconsistencies are inevitable
because the system is subjective, says Avian Alexander, who developed
the fractal database at Queen's University in Belfast.
The new system, however, is fully automated. According to Alexander,
this means you need little training to use it. After the shoe-print
impression is entered into a computer using a scanner or a digital
camera, the system will search through hundreds of thousands of
impressions and give you the nearest matches.
It does this by breaking down each image into a list of fractal
coefficients. Fractals are sets of complex geometric shapes that look
the same over a wide range of scales. Alexander's mathematical technique
makes it possible to describe a shoe tread according to its shape. In
much the same way that complex fractals can be described by simple
formulae, so a mathematical expression that describes a shoe-print can
be produced from an image, making it easy to compare with others.
The number of shoes coming on the market each year is vast. Some sports
shoe companies such as Nike and Adidas churn out hundreds of types
annually, while maintaining a stock of a few hundred at any one time.
While some lines may be withdrawn, some people keep their footwear for
years, making a large database all the more important, says Alexander.
Not only is the fractal image database much faster at finding matches
than a human, it can even find matches for partial prints or prints with
faded treads. This can be a real problem with visual identification
according to James Thorpe, a forensic scientist at Strathclyde
University, in Glasgow. "As shoes are worn down, the individual
characteristics change."
The main advantage of Alexander's system is that it does away with the
need to classify shoes into different categories according to the type
of shoe, tread, p15heel and pattern. The subjective nature of this task,
he says, makes it prone to error: after all one person's zigzag is
another's squiggle.

>From New Scientist, 19 June 1999







� Copyright New Scientist, RBI Limited 1999
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