Matt's Research Page
My current interests are human and computer vision, face
recognition, connectionist modeling, and neuropsychology.
I am a member of Gary's
Unbelievable Research Unit (GURU), the UCSD Institute for Neural Computation,
the Cognitive Science
Society, and the
Cognitive Neuroscience
Society.
Below are downloadable papers and a few interesting links.
Publications, tech reports, and submitted manuscripts
NOTE: I don't update this page any more. For the most up-to-date
list, please go to my home page at AIT.
- Dailey, M.N. (2002) Computational Models of High-Level
Visual Perception and Recognition. Ph.D. Thesis,
University of California, San Diego.
[Here is the thesis in PDF.]
- Dailey, M.N., Cottrell, G.W., Padgett, C., & Adolphs, R.
(2002), EMPATH: A neural network that categorizes facial expressions.
Journal of Cognitive Neuroscience, 14(8):1158-1173.
[Here is a reprint in PDF.]
- Dailey, M.N., Cottrell, G.W., & Adolphs, R. (2000),
A six-unit network is all you need to discover happiness. In
Proceedings of the Twenty-Second Annual Conference of the Cognitive
Science Society.
[Here is the paper in gzipped
postscript or PDF, and
here are my slides (PDF).]
- Cottrell, G.W., Dailey, M.N., Padgett, C., &
Adolphs, R. (2000). Is all face processing holistic?
The view from UCSD. To appear in Wenger, M. and Townsend, J.
(Eds.), Computational, geometric, and process perspectives
on facial cognition: Contexts and challenges. Lawrence
Erlbaum Associates: Mahwah, NJ.
[Here is a preprint of the chapter in PDF.]
- Dailey, M.N. & Cottrell, G.W. (1999),
"PCA = Gabor for Expression Recognition." UCSD Computer
Science and Engineering Technical Report CS-629, August 1999.
[Here is a PDF version.]
- Dailey, M.N. & Cottrell, G.W. (1999),
"Organization of Face and Object Recognition in Modular Neural
Networks." Neural Networks 12(7-8):1053-1074.
[Here is a reprint version of the paper in PDF.]
- Dailey, M.N. & Cottrell, G.W. (1999),
"Prosopagnosia in modular neural network models."
In Reggia, J., Ruppin, E., & Glanzman, D., Eds.,
Disorders if Brain, Behavior, and Cognition: the Neurocomputational
Perspective, Progress in Brain Research series, Vol 121.
Amsterdam: Elsevier, pp. 165-184.
[Here is a preprint in gzipped
Postscript and PDF.]
Note: this paper is subsumed by the journal paper above.
- Dailey, M.N., Cottrell, G.W., & Busey, T.A. (1999),
"Facial memory is kernel density estimation (almost)."
Advances in Neural Information Processing Systems 11,
Cambridge, MA: MIT Press, pp. 24-30.
[View the abstract (HTML) or download
the submitted paper (gzipped
Postscript)]
- Dailey, M.N., Cottrell, G.W., & Busey, T.A. (1998),
"Eigenfaces for familiarity." In Proceedings of the
Twentieth Annual Conference of the Cognitive Science Society,
Mahwah, NJ: Erlbaum, pp. 273-278.
[View the abstract (HTML) or download the
paper (gzipped Postscript)]
- Dailey, M.N. & Cottrell, G.W. (1998), "Task and
spatial frequency effects on face specialization." In
Advances in Neural Information Processing Systems 10,
Cambridge, MA: MIT Press, pp. 17-23.
[View abstract, download
paper, or see
VERY simple demo]
- Dailey, M.N., Cottrell, G.W., & Padgett, C. (1997),
"A mixture of experts model exhibiting prosopagnosia."
In Proceedings of the Nineteenth Annual Conference of the Cognitive Science
Society, Hillsdale, NJ: Erlbaum, pp. 155-160.
[View the abstract (HTML) or download the
paper (gzipped Postscript)]
Talks/Posters
- Dailey, M.N., Lyons, M.J., Kamachi, M., Ishi, H., Gyoba, J.,
& Cottrell, G.W. (2002), "Cultural Differences in Facial
Expression Classification." Ninth Annual Meeting of the Cognitive
Neuroscience Society, San Francisco, Apr. 16, 2002.
- Dailey, M.N. & Cottrell, G.W. (2000),
"Classifying Static Facial Expressions." Invited talk at the
NIPS 2000 Workshop
on Affective Computing, Breckenridge, CO, Dec 2,
2000.
- Dailey, M.N. & Cottrell, G.W. (1999),
"A Neural Network Model for Human Facial Expression
Recognition." Invited talk at IJCNN '99, Washington, D.C.,
July 13, 1999.
[Download my slides as gzipped
postscript.]
- Dailey, M.N., Cottrell, G.W., & Busey, T.A. (1998),
"Facial memory is kernel density estimation (almost)."
In Proceedings of the Fifth Joint Symposium on Neural
Computation, U.C. San Diego: Institute for Neural Computation, pp.
39-45. UCSD, May 16, 1998.
[Download my slides (gzipped
Postscript) or the paper. The
paper is nearly isomorphic to the NIPS*98 paper.]
- Dailey, M.N. & Cottrell, G.W. (1998),
"Task and spatial frequency effects on face specialization."
Fifth Annual Meeting of the Cognitive Neuroscience Society,
San Francisco, Apr. 5, 1998.
[Download the poster as gzipped
Postscript or as PDF.]
- Dailey, M.N. (1998), "How are faces special?"
23rd Annual Interdisciplinary Conference, Jackson Hole, WY, Feb. 4,
1998.
- Dailey, M.N. & Cottrell, G.W. (1997),
"Learning a specialization for face recognition: The effect of
spatial frequency."
In Proceedings of the Fourth Joint Symposium on Neural Computation,
U.C. San Diego: Institute for Neural Computation, pp. 60-67.
[View the abstract (HTML) or download the
paper (gzipped Postscript)]
Note: This is an early, slightly longer, version of the NIPS 97 paper.
Links
Older Stuff
I did my M.S. in computer science at North Carolina State University,
and was briefly a member of James
Lester's research group, now called the IntelliMedia
Initiative. Check 'em out!
- Dailey, M.N., Miller, G.S., & Lester, J.C. (1996),
"Exploiting stereotypes to eliminate strategic bias."
In Proceedings of the Fifth International Conference on User
Modeling, pp. 201-203, Kailua-Kona, Hawaii.
[View the abstract (HTML) or download the
paper (gzipped Postscript)]
- Dailey, M.N. (1995), "Intelligent Interfaces and Complex
Analysis Tasks: A Knowledge-Based Interface for Biological Sequence
Analysis." M.S. Thesis, Department of Computer Science, North
Carolina State University.
[View the abstract (HTML) or download the
thesis (gzipped Postscript)]