Keynote
Lecture
Biomimetic Human Modeling, Simulation and Control
Professor Demetri Terzopoulos
Computer Science Department
University of California, Los Angeles
USA
E-mail: dt@cs.ucla.edu
Abstract:
For use in the entertainment industry, computer
graphics/animation has made significant strides over the
past two decades through advances in physics-based
simulation and control. In this context, one of the most
difficult open challenges going forward is the
biomimetic simulation and control of the human body.
This talk will present our progress toward a
comprehensive simulator that confronts the combined
challenge of biomechanically modeling and
neuromuscularly controlling more or less all of the
relevant articular bones and muscles in the body, as
well as simulating the physics-based deformations of the
soft tissues. A significant component of our model is
the neck-head-face complex, which addresses the
important role that the neck plays in synthesizing the
head movements that are essential to so many aspects of
human behavior. Our anatomically consistent
biomechanical model confronts us with many challenging
motor control problems, even for the relatively simple
task of balancing the mass of the head in gravity atop
the cervical spine. I will present a neuromuscular
control model that emulates the relevant biological
motor control mechanisms. Employing machine learning
techniques, the neural networks within our controllers
may be trained offline to efficiently generate the pose
and stiffness control signals needed to synthesize a
variety of autonomous human movements. The talk will be
richly illustrated with images and videos.
Brief Biography of the Speaker:
Demetri Terzopoulos (PhD '84 MIT) is the Chancellor's
Professor of Computer Science at the University of
California, Los Angeles. He is a Guggenheim Fellow, a
Fellow of the ACM, IEEE and Royal Society of Canada, and
a Member of the European Academy of Sciences. Among his
many honors are an Academy Award for Technical
Achievement from the Academy of Motion Picture Arts and
Sciences for his pioneering work on physics-based
computer animation, and the inaugural Computer Vision
Significant Researcher Award from the IEEE for his
pioneering and sustained research on deformable models
and their applications. One of the most highly cited
authors in engineering and computer science according to
ISI and other indexes, his publications include more
than 300 research papers and several volumes, primarily
in computer graphics, computer vision, medical imaging,
computer-aided design, and artificial intelligence/life.
He has given over 400 talks internationally on these
topics, among them about 100 distinguished, keynote, and
plenary addresses. Before joining UCLA in 2005, Dr.
Terzopoulos held the Lucy and Henry Moses Endowed
Professorship in Science at New York University and was
Professor of Computer Science and Mathematics at NYU's
Courant Institute of Mathematical Sciences. Previously,
he was Professor of Computer Science and Professor of
Electrical and Computer Engineering at the University of
Toronto, where he continues to hold status-only faculty
appointments.
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