Ramin Zabih
Assistant Professor
rdz@cs.cornell.edu
http://www.cs.cornell.edu/home/rdz/rdz.html
PhD Stanford, 1994
My work in the field of computer vision covers both basic research issues and a range of new applications. I have worked on a number of issues in early vision, including
image restoration, visual correspondence, and motion-based tracking. My recent work with Y. Boykov and O. Veksler provides novel algorithms for a fundamental class of vision problems whose previous solutions required
exponential time. Our results rely on the application of |
|
recent results from graph theory, which can provide efficient algorithms that generate provably good answers.
I am also exploring a number of different
applications of computer vision, with an
emphasis on automating visual tasks. One of
the most important applications is in the area of
content-based access to image databases.
While large collections of digital imagery are
becoming commonplace, the tools available for
accessing image databases are still quite
primitive. My past work with G. Pass and with
J. Huang et al. focused on this problem for
collections of static images. In ongoing
research, V. Kettnaker and I are addressing
the issue for video, where we hope to exploit
some insights about the role of contextual
information in the human visual system. I am
also working with Microsoft on automating
some visual tasks that occur in the
development of programs with graphical user
interfaces.
Professional activities
-
Program Committee, ACM Conference
on Multimedia, Nov 1998
Lectures
-
Combining color and spatial
information for content-based
image retrieval. Galassia
Gutenberg Special Workshop
on Multimedia Information
Retrieval, Naples, Italy, Feb.
1999.
-
—. European Conference on
Digital Libraries, Heralkion,
Crete, Sept. 1998.
-
Fast energy minimization for
computer vision via graph cuts.
DIMACS Workshop on Graph
Theoretic Methods in Computer
Vision, May 1999.
-
—. Computer Science. CMU,
Apr. 1999.
-
—. DIMACS Workshop on
Large Scale Discrete
Optimization in Robotics and
Vision, March 1999.
-
—. Cornell Center for Applied
Mathematics, Feb. 1999.
-
—. Computer Science,
Stanford, Nov 1998.
-
—. NYU, Nov 1998. Publications
-
Comparing images using joint
histograms. ACM Journal of
Multimedia Systems 7, 3
(1999), 234-240 (with G.
Pass).
- A feature-based algorithm for
detecting and classifying
production effects. ACM
Journal of Multimedia
Systems 7, 2 (1999), 119-128
(with J. Miller and K. Mai).
-
A variable window approach to
early vision. IEEE Transactions
on Pattern Analysis and
Machine Intelligence 20, 12
(1998), 1283-1294 (with Y.
Boykov and O. Veksler).
|