
It
was collaboration at first sight.
Biomedical engineering professor Klaus Ley
was attending Scott Actons introductory seminar three years ago. He watched
with interest as the new associate professor of electrical and computer engineering
showed off some of the video image-analysis technology he had developed at Oklahoma
State University. On the screen, a computer tracked and outlined Tour de France
cyclists filmed from above even as they passed under trees and other obstacles.
"If
he can track cyclists from a helicopter," Ley recalls thinking, "he
can track white blood cells." He introduced himself.
Two years later,
in July 2002 with funding from the National Institutes of Health and the
Whitaker Foundation Acton and Ley delivered what they believe is the first
system to automatically track the movement of white blood cells in footage taken
from inside living, breathing blood vessels. The cells, also known as leukocytes,
typically help remove damaged tissue and fight infections, but can sometimes turn
on the body and attack healthy tissue, leading to arthritis or heart disease.
The
tracking system "has big implications for drug testing, studying inflammatory
disease and any study of cell motility," Acton said.
Though the system
is still undergoing refinements, Ley and Acton say they field requests almost
weekly from companies interested in developing the technology.
The leukocyte-tracking
system is typical of the kind of work done by Acton, 37, who grew up in Northern
Virginia and earned an undergraduate degree in electrical engineering from Virginia
Tech. He was in graduate school at the University of Texas, studying computer
design, when he took a class on "computer vision," which used human
vision as a model for doing computer image analysis. "I became hooked,"
he recalled.
Microscopic image showing rolling leukocytes in a mouse
venule. The red cell boundary is a "snake" used to track the leukocyte.
After working in private industry for AT&T, the MITRE Corporation and
Motorola, he joined the faculty at Oklahoma State. U.Va. lured Acton and his lab
back to his home state in 2000. Renamed Virginia Image and Video Analysis, or
VIVA, his lab currently employs two professionals and eight students.
Their
work has found an academic niche, he said. "There are a lot of people building
[imaging] machines, and some doing image processing. We sort of have a nice niche
in signal analysis."
The commercial potential of VIVAs work seems
limitless. Acton is working with cardiologists on a new project to identify areas
where blockages have caused damage to heart function, called wall-motion defects.
By tracking the hearts motion in MRI video and comparing it to a database
of normal heart function, it will recognize and "light up" damaged areas
a skill that can take years for cardiologists to develop.
"This
technology is going to be useful technology," said Frederick H. Epstein,
an associate professor of radiology, who is leading the project.
There are
nonmedical applications of VIVAs work. Acton receives some funding from
the military to work on automatically tracking targets, and even specific parts
of targets the hood of a military vehicle as it moves through an urban
landscape, for instance via video analysis.
Acton works with all
kinds of footage regular video, ultrasound and MRIs. Tracking tanks and
blood cells uses "a lot of the same principles," he said.
Image
analysis actually breaks down into two parts. "Identifying the cell to be
tracked is a different problem than tracking it," he said. Referring to the
leukocyte program, he said, "The first system made humans identify the cells,
and then tracked them. Now were trying to make the computer identify them."
Tracking
the identified objects can be tricky, as well. Cells can change shape or be obscured
by other cells; military targets can move, or the camera can shift perspective,
altering an objects two-dimensional profile. Some applications seek to observe
how the tracked object interacts with its environs, while others seek to isolate
it and remove the clutter around it.
Its a rewarding pursuit, Acton
said. "The most exciting part is probably the biomedical work."
Another
medical project VIVA is working on enhances ultrasound images and more clearly
defines the boundaries of various objects. One potential use: allowing surgeons
to "see" the boundaries of a cancerous prostate gland as they implant
radioactive seeds to destroy a tumor. Currently, imaging is done before the implantations,
and surgeons hope the target doesnt move in the meantime. A radioactive
seed mistakenly left in the nearby rectum can cause serious complications, Acton
said.
Down the road, Acton sees another possible medical application for
his work. Each year, doctors worldwide order 4 billion complete blood counts (CBCs
for you "ER" fans), a lab test that requires drawing blood and analyzing
it under a microscope.
Acton foresees a time when a machine will transilluminate
a blood vessel close to the surface of the skin perhaps at the bottom of
the tongue, or under a fingernail and examine it with a microscope hooked
up to a video processor. His technology would then examine the video and recognize
and "count" the various elements of the bloodstream as they flowed by
taking a CBC without drawing blood.
Acton will likely remain in great
demand as a collaborator, said Tom Skalak, chairman of the biomedical engineering
department.
Actons work with Ley "is a great example of a real
merging of the minds, to address a real problem in medicine that had not been
addressed before," he said.