ILLUSTRATION: ROB MAGIERA
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If you've been having trouble shopping for clothes
that fit well, you're not alone. In developed countries
from Australia to Finland, people are getting
bigger—much bigger. Decades of better nutrition and
health care, coupled with sedentary lifestyles, have had
predictable effects on the human form: we're getting
taller, wider, and heavier.
Not surprisingly, this situation presents, well,
sizable problems for the companies that make everything
from clothes to coffins, airplane seats to bicycles.
When designing anything that's intended for use by lots
of people, whether it be a desk or the air bags in your
car, engineers must rely on databases of anthropomorphic
measurements to make sure things are neither too large
nor too small for most of us. For major manufacturers,
substantial sums can hinge on such seemingly trivial
matters as the exact width of an airline seat or the
precise dimensions of a men's “medium” shirt.
Unfortunately, measuring by hand a statistically
useful sampling of thousands of people to create these
databases is time-consuming, error-prone, and
expensive—which explains why the last major sizing
survey in Britain, done for the clothing industry, was
conducted half a century ago.
Now, however, technology is at last coming to the
rescue. Light projectors, optical sensors, and modeling
software were recently combined in the service of major
new sizing surveys carried out in the United Kingdom and
the United States. The surveys, known as SizeUK and
SizeUSA, took 140 body measurements of some 11 000
subjects in two stances, standing and seated, in both
countries. SizeUK, which began in 2001 and was the model
for SizeUSA, was the first national sizing survey ever
to use body scanners as the principal means of capturing measurements.
These three-dimensional whole-body scanners
drastically reduced the cost and duration of the study.
For each person measured, the entire process took mere
minutes. After completing a questionnaire, a subject
stood and sat in his or her underwear in an enclosed
booth set up with light projectors and optical sensors.
Automatically, the booth then extracted all the needed
measurements, except for height, weight, and a few
others that were easier to take by hand.
SizeUK is a collaboration of the British government,
major UK clothing companies, academic institutions, and
technology companies such as the nonprofit Textile
Clothing Technology Corp. This last organization, known
as (TC)2, in Cary, N.C., provided much of the hardware
and software required for the survey.
With SizeUK serving as a model for future surveys, the
European Commission and the European Textile Services
Association, both in Brussels, Belgium, are encouraging
other European states to conduct similar national
surveys so that a common European size-designation
standard can be developed. France has already begun, and
following Europe's lead, China, Korea, Mexico, and
Brazil are also conducting or planning similar body
scanner based national surveys.
To measure a body, a 3-D scanner generates a so-called
point cloud from the subject's frame, a constellation of
100 000 200 000 points located on the body's surface in
three dimensions. Researchers can choose any of several
scanners using different techniques to determine the
point locations, including techniques that use beams of
ordinary or laser light. Systems are starting to appear
that use millimeter-wave radiation to scan through
clothing, eliminating the need for subjects to undress.
SizeUK used a light-stripe system built by (TC)2.
Within the enclosed booth, a series of stripes of white
light is projected onto a subject via six projectors.
The curves of the subject's body distort the pattern of
the stripes, and these distortions are captured by six
CCD cameras. A computer then processes the images to
produce the point cloud.
Once it has the point cloud, the computer joins all
the points to create a digital skin. Next, sophisticated
software locates key landmarks on the digital body, such
as the shoulders, breasts, navel, and so on. From these
landmarks, such measurements as those for the bust,
waist, and hips can be generated. It's similar to
placing a virtual tape measure around different parts of
the body and reading off the measurements [see “Highlighting
the Body”].
The body scanner approach has many advantages over
traditional sizing surveys. The scanners are more
precise and consistent than even trained human beings,
requiring only 8 10 seconds per stance to capture the
needed data. Also, the entire point cloud becomes
available almost instantly, allowing it to be mined and
analyzed along with thousands of other clouds to yield
information about the changing shape of our bodies as
well as about changes in size.
Because the scanning system captures shapes rather
than measurements, the most important element of the
body scanner is not the method used to obtain the point
cloud but the software that extracts the size
measurements. Some older systems, for example, cannot
determine landmarks automatically, and so technicians
must make the measurements manually, albeit digitally,
after the body is scanned. Other systems require that
reflective markers be placed on key locations, such as
the shoulders or the hips, to cue their location to the
scanning system—a procedure subjects generally dislike.
Other equipment, originally designed for issuing
uniforms and the like, can extract only 10 12
measurements; a good sizing survey requires over 100.
My institution, University College London, developed
for SizeUK a suite of software tools for analyzing the
body-shape data. These verify the integrity of captured
data, correct for variations in posture, extract
measurements, and provide statistical analysis of what's
measured. They also allow market-research data mining
based on correlations between the subject's body
measurements and answers to a 40-item questionnaire
about such topics as shopping and lifestyle preferences.
Besides taking the body measurements, SizeUK also
attempted to completely automate the survey process from
subject registration through data collection to data analysis.
Of course, data analysis is only as good as the data
that is captured in the first place. The accuracy of the
scanners compared with that of hand measurement has been
the subject of some contention, due to discrepancies in
some measurements. Often measurements done by hand use
bony points, such as the hips or the ribs, as reference
markers. Scanners, however, can't find bony points
consistently, so differences between measurements taken
on the digital model and those taken by hand may occur.
This inconsistency is forcing developers to consider
some deceptively subtle questions, such as: where
exactly is your waist, anyway? The traditional
definition of the waist is that it is the circumference
around the torso at the midpoint between the iliac crest
of the hips and the bottom rib. These bony points are
reliably located by the human hand. But scanner systems
can't prod you, and their guess as to the exact location
of the waist can be different as a result.
To deal with the problem, new reference markers for
various body measurements will have to be adopted to
bring the human and machine measurements into sync. For
example, the computer can identify the small of the back
easily, and if that spot is used as a reference marker
for the waist, then human and machine measurements will
tally reliably.
But measuring individuals accurately wasn't the only
goal of SizeUK. Before we started the survey, we also
had to determine what would be a representative sample
of the UK population—across age, gender, and ethnic
groups—to produce meaningful average measurements
within each group. Fortunately, we could rely on the
pioneering body scanning work of the joint U.S.,
Italian, and Dutch CAESAR (Civilian American and
European Surface Anthropometry Resource) Project in
2000, which gathered digital data on nearly 8000
subjects from these three countries to generate a
database of human physical dimensions.
For the SizeUK project, we divided the UK into three
regions and determined that we would need more than 2600
subjects in each region, evenly distributed by age and
gender, or about 7800 subjects in total, to produce
average sizing measurements accurate to within 1 centimeter.
The response to our recruitment for volunteers
demonstrated a massive public interest in the sizing
survey. About 17 000 people registered through the
SizeUK Web site, another 11 000 returned questionnaires
distributed through retail outlets and mass mailings,
and 20 000 called the SizeUK telephone line. The
enthusiasm of the public was palpable: volunteers
believed that clothing companies were finally starting
to address complaints about ill-fitting clothes; they
appeared to enjoy the noninvasive, high-tech process;
and they generally felt that they were personally
contributing to a major national project.
Volunteers were selected to be scanned from their
answers to a short preliminary demographic
questionnaire. The subjects recruited were asked to come
to one of the eight data-collection locations, each
based at a leading UK clothing and fashion college.
In the end, more than 11 000 subjects were scanned.
The data on each subject is stored in the SizeUK
database, hosted within a secure server farm in London's
Docklands section. Each subject's data occupies about 12
15 megabytes and contains sitting and standing point
clouds, as well as anonymized market research information.
For UK clothing companies, SizeUK created a CD-ROM
containing what it calls the Standard Data Analysis.
This collection of data supplies enough shape
information to allow new clothes dummies to be created
in the standard clothing sizes and to break down sizing
information across various demographics.
That this new sizing information was sorely needed is
shown by the numbers. Today's British women are bigger
in every way than their mothers, grandmothers, and
great-grandmothers. On average, they're 2 cm taller than
the women of 80-odd years ago, and their busts have
grown by 10 cm and gone from a B cup to a C. Where the
average woman of the 1920s had bust-waist-hips
measurements of 32-20-32 inches (81-51-81 cm), the
21st-century woman measures 36-28-38. Comparable data
are not available for men—earlier surveys measured only
women, because they tended to buy more clothes than
men—but all indications are that men have expanded similarly.
For companies that need to mine the original data
itself for finer-grained breakdowns or novel
measurements, SizeUK provides secure online access to
the database.
The discovery that large-scale, accurate, and
relatively low-cost surveys of large numbers of people
are now possible should lead not just to better-fitting
clothing in the UK but to safer seat belts, more
accommodating airplanes, and more ergonomic offices
around the world. What's more, the increasing use of 3-D
body scanning systems may bring the cost of the
equipment down to the point where you could go to your
local shopping center, get scanned, order online, and
receive perfectly fitting, custom-made clothes—an
ironic twist on a technology designed for off-the-rack retailers.
Body scanners will also open up new applications in
health and medicine. Gyms could track the effects of
patrons' diets or exercise regimens, while hospitals and
clinics could monitor public health problems such as
obesity or keep tabs on a child's growth.
Also in the pipeline are scanners that would be able
to extract not just geometric information about the
subjects but color scans of their skin as well. In
medicine, for example, doctors could use this technology
to screen for any changes in a patient's moles, an
indicator for skin cancer. In the games industry,
already players frequently paste photographs of their
faces onto the stock digital avatars used in online
combat arenas. Body scanners could allow them to paste
accurate models of their entire bodies online (perhaps
with a few tweaks here and there to better meet the
heroic mold of most of these games). Pretty soon, both
online and off, we should all be finding the world a
better fit.