Kristen Grauman
Clare Boothe
Luce Assistant Professor
Department of Computer Sciences
I
am an assistant professor in the Department of Computer Sciences at the
Research
My research interests are in computer vision and
machine learning. In general, the goal of
computer vision is to develop the algorithms and representations that will
allow a computer to autonomously analyze visual information. I am especially interested in learning and
recognizing visual object categories, inferring object properties such as shape
or pose from images, and methods for content-based image retrieval.
In recent work we have developed techniques that
uniquely integrate computational theory and machine learning to provide
efficient, effective solutions to vision problems. We are interested in ways to leverage the
often incomplete and even evolving information that surrounds visual
content. Algorithms that are both highly
efficient and require minimal human supervision are critical, if we are to
scale recognition and image retrieval to the level where they can accommodate
the vast amount of visual data that is already available.
Publications,
grouped by topic
Vision
and learning reading group page
Teaching
AAAI 2008
Tutorial on Visual Recognition, co-taught with Bastian Leibe
(July 2008)
CS 395T:
Visual Recognition and Search (Spring 2008)
CS 378 / 395T:
Computer Vision (Fall 2007)
CS
395T: Object Recognition (Spring 2007)
Introduction to Computer
Science, for the Women’s Technology Program
(MIT, Summer 2005)
Contact
information
Email: grauman
– at sign – cs dot utexas
dot edu [best way to reach me]
Office: CSA 114
Phone: (512)
471-9521
Address: Department
of Computer Sciences
1 University Station
C0500
Taylor Hall 2.124
Note to prospective students
If
you are currently a CS graduate student at UT-Austin and would like to discuss
potential research projects with me, please send me email and we can arrange a
time to meet.
If
you are a prospective student interested in computer vision research at
UT-Austin, please read about our graduate
admissions process. Unfortunately, I
am not always able to respond to emails about applications to our graduate
program. If you are applying to the CS
department and are interested in my research group, please state this
specifically in your statement of purpose.