Bionic Eye Design and Vision
Background, Motivation and Research Goals
Through a collaboration with National
ICT Australia Victoria Research Laboratory, we are involved in the
development of a bionic eye to aid the visually impaired. A
primary cause of severe visual impairment is macular degeneration. This
occurs when there is damage to the macula part of the retina that lies
at the back of the eye. The retina is responsible for changing light
stimulus to electrical signals that nerves pass onto the brain. A bionic
eye implant could bypass the diseased cells in the retina and
electrically stimulate the remaining viable nerve cells. This would
require a computer chip that sits in the back of the individual's eye,
linked up to a mini video camera built into glasses that they wear.
Images captured by the camera would be transmitted to the chip, which
would in turn convert them to electrical stimulus that the brain can
interpret.
The visual system is the most studied part of the brain. Many low level
visual mechanisms have been characterised to the "first order", and
higher level, more cognitive, visual processes are also well studied.
The visual system has two primary goals: first to see and recognize
objects in the three-dimensional (3D) spatial environment, and second
help the individual to navigate around, and interact with, objects
within the environment. Object recognition depends on interactions
between memory systems and the visual system, whereas navigation depends
on the interaction between the visual system and the sensorimotor system
in charge of controlling the limbs.
Given that vision is so well studied, it is probably the best sensory
modality for which high level cognitive processes can be most
realistically simulated by mathematical models. Thus it is also the
best sensory modality within which one can study neuromodulation of
sensory processing, as a means to understand neural processes during
different states of consciousness (e.g. asleep vs awake).
Our research goals are to understand, develop models for and
understand signal processing of signals generated by the visual system.
Our group has interests in many aspects of vision including color
vision, depth perception, image segmentation, object recognition, object
tracking, motion detection and navigation. We are interested in
approaching the modeling of these processes from both neural and vision
perspectives.
We are also interested in doing/supervising projects involving neural
modeling of biological visual systems, and applying an understanding of
biological vision to machine vision applications such as object
recognition or visual navigation.
More Information
You can find details about research into vision and bionic eye design
here:
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People: for a list of
our members and collaborators involved in this area.
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Research Projects: for
details about current research projects related to vision and bionic
eye design.
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Publications: for
a current list of publications related to vision and bionic eye design.
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Related links: for more
information related to vision and bionic eye design.
Getting Involved
Contact us if you are
interested in getting involved with us in this research area.
We are looking for students at all levels to study with us. See here
for information on how to apply, or contact
us for more information.