University of Houston
Department of Computer Science
In partial fulfillment
of the Requirements for the Degree of
Doctor of Philosophy
ZHEN ZHU
will present his dissertation proposal
Applications of Thermal
Imaging in Psychology and Medicine
Abstract
This research effort focuses on quantifying stress and detecting abnormal
breathing patterns. The former is embedded within a psychological framework
with applications in software usability and lie detection in high-stakes
interrogations. The latter is embedded within a medical framework with
applications in sleep studies. Stress is a ubiquitous psycho-physiological
response and comes in two varieties: instantaneous and sustained. Instantaneous
stress arises in response to startling stimuli, perceived as threats. It is
manifested by sharp changes in peripheral blood distribution towards
muscle-skeletal tissue, which dissipate very quickly. Sustained stress arises
in response to mental processes, builds slowly and lasts for some time.
Nowadays, as most people do office work using computers, sustained stress
arises naturally as part of human-computer interaction. This research has
established an association between sustained stress and increased blood flow in
the supra-orbital vessel that feeds the corrugator muscle.
Furthermore, it developed a measurement method based on thermal imaging that is
contact-free, passive, and highly automated. Therefore, mental stress can now
be quantified in the most transparent manner. First application of this
technology was the quantification of reading load, which led to the selection
of preferred fonts
for the new Windows operating system, a project that was run collaboratively
with Microsoft Research. This opens the way for a multitude of software
usability applications never even imagined before. At a different level, this
work facilitates a deeper understanding of the nature of mental stress and its
correlation to primal forms of communication through facial muscle action - a
beautiful physiological verification of the psychological observation theories
of Paul Ekman. In addition, this research has
developed methods to detect deceptive behavior by measuring both instantaneous
and sustained occurrences of stress in high-stakes interrogations. Since these
methods are based on thermal imaging measurements of facial physiology, they
open the way for on-the-fly application of lie detection technology in control
checkpoints. The implications of this application to homeland security cannot
be underestimated. Finally, a branch of this research aims to revolutionize
sleep studies by removing some or all of the sensor
cabling from the patient. The focus is on detecting abnormal breathing patterns
(e.g., sleep apnea) using imaging-based measurement technology developed
earlier by Pavlidis et al. In preparation of human
experiments, a specialized tracker has been developed to make the application
of the imaging measurement method feasible in a realistic set-up.
Date: May 4th,
2006
Time: 9:00AM
Place: PGH 218
Faculty, students, and
the general public are invited.
Advisor: Ioannis Pavlidis