Brown University |
Division of Applied Mathematics

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Division of Applied Mathematics Papers & Technical Reports on
Applied Probability, Pattern Theory, and Statistics
2006
- Ulf Grenander. On the Road to Nowhere. 2006. [pdf]
- Ulf Grenander. Mathematics in Biology. 2006. [PowerPoint]
- A. Amarasingham, T.-L. Chen, S. Geman, M. Harrison, and D. Sheinberg.
Spike count reliability and the Poisson Hypothesis. Journal of Neuroscience, 2006, 26(3):801-809. [pdf]
- Y. Jin and S. Geman. Context and hierarchy in a probabilistic image model. CVPR, 2006.
[pdf]
- S. Geman. Invariance and selectivity in the ventral visual pathway. Journal of Physiology - Paris, 2006 (in press). [pdf]
- E. Cinquemani and M. Micheli.
State Estimation in Stochastic Hybrid Systems
with Sparse Observations.
IEEE Transactions on Automatic Control, 51(8):1337-1342,
August 2006. [pdf]
- I. Kontoyiannis and M. Madiman. Measure Concentration for Compound Poisson Distributions.
Electronic Communications in Probability, Vol. 11, May 2006.
[pdf]
- P. W. Michor and D. Mumford. Riemannian geometries on spaces of plane curves.
Journal of the European Mathematical Society, Vol. 8, No. 1, 2006.
[pdf]
- P. W. Michor and D. Mumford. An overview of the Riemannian metrics on spaces
of curves using the Hamiltonian approach.
To appear in: Applied and Computational Harmonic Analysis (ACHA). arXiv:math.DG/0605009.
[pdf]
- E. Sharon and D. Mumford. 2D-Shape Analysis using Conformal Mapping. International Journal of Computer Vision (IJCV),
Vol. 70, No. 1, October 2006.
[pdf]
2005
- Asohan Amarasingham, Ting-Li Chen, Stuart Geman, Matthew Harrison, David Sheinberg.
Spike Count Reliability and the Poisson Hypothesis. April 2005.
[View]
- Ulf Grenander. MATLAB software for "Patterns of Thought"..
Click here
to download the zip archive. Extract the files into "C:\" to obtain directory "C:\mind05\" and file "C:\mind_data.mat". Start Matlab, at the command line, do "cd C:\mind05", then enter command "think".
- Ulf Grenander. Executable code (Windows) for "Patterns of Thought"..
Click here
to download the zip archive. Extract the files into "C:\" to obtain directory "C:\mind05exe\". Run C:\mind05exe\MCRInstaller.exe to install the Matlab Compliler Runtime Component. Start command prompt, "cd C:\mind05exe", then enter command "think".
- P. W. Michor and D. Mumford. Vanishing geodesic distance on spaces of
submanifolds and diffeomorphisms.
Documenta Mathematica, Vol. 10, 2005.
[pdf]
2004
- Matthew Harrison, Stuart Geman, Elie Bienenstock.
Using Statistics of Natural Images to Facilitate Automatic Receptive Field Analysis.
APPTS Report #04-2, March 2004.
[pdf]
- Matthew Harrison and Stuart Geman.
An Exact Jitter Method using Dynamic Programming.
APPTS Report #04-3, March 2004.
[pdf]
- Ulf Grenander.
A Stochastic Partial Differential Equation for Biological Growth with
Genetically Controlled Cells.
[pdf]
- Ulf Grenander. MODALITIES. Supplement to Patterns of Thought.
[zip] and
[PowerPoint] (Warning: with a slow connection the audio will be delayed considerably).
- Mokshay Madiman and Ioannis Kontoyiannis.
Second Order Properties of Lossy Likelihoods and the MLE/MDL Dichotomy in Lossy Compression.
APPTS Report #04-5, May 2004.
[pdf]
- Asohan Amarasingham.
Statistical methods for the assessment of temporal structure in the activity of the nervous system.
Doctoral Dissertation, Brown University, May 2004.
[pdf]
2003
- Ulf Grenander. Towards a Theory of Natural Scenes,
[ps] and
[pdf].
- Yuri Tarnopolsky.
Molecules and Thoughts: Pattern Complexity and Evolution in Chemical Systems and the Mind,
[pdf].
- Matthew Harrison.
The First Order Asymptotics of Waiting Times between Stationary
Processes under Nonstandard Conditions.
APPTS Report #03-3, April 2003.
[ps]
[pdf]
- Matthew Harrison.
Epi-Convergence of Lossy Likelihoods.
APPTS Report #03-4, April 2003.
[ps]
[pdf]
- Matthew Harrison.
The Convergence of Lossy Maximum Likelihood Estimators.
APPTS Report #03-5, July 2003.
[ps]
[pdf]
- Wei Wu, Ann B. Lee and David Mumford.
A Hierarchical Model for Minimum Entropy Data Partitioning.
APPTS Report #03-6, October 2003.
[pdf]
- Asohan Amarasingham, Ting-Li Chen, Stuart Geman, and Matthew
Harrison.
Notes on a Spike Count Variability Test.
APPTS Report #03-8, September 2003.
[pdf]
2002
- Kim S. Pedersen and Ann B. Lee.
Toward a Full Probability Model of Edges in Natural Images.
APPTS Report #02-1, January 2002.
[ps]
[pdf]
- Ulf Grenander.
A Useful Hint? Tech. Rep. D.A.M., Brown University.
[doc]
- Ulf Grenander.
Computer Understanding of Natural Scenes.
[ps]
[pdf]
- Ulf Grenander.
Clutter17. Non-Diffeomorphic Background Deformations.
[ps]
[pdf]
- Ulf Grenander.
Heuristic Inference in Sensory Perception with
an Application to Computer Vision.
[ps]
[pdf]
- V. Castelli and I. Kontoyiannis.
An Efficient Recursive Partitioning Algorithm
for Classification, Using Wavelets. APPTS Report
#02-7, September 2002.
[ps]
[pdf]
- M. Micheli and M. I. Jordan
Random Sampling of a Continiuous-time Stochastic
Dynamical System. APPTS Report
#02-8, October 2002.
[pdf]
- Tai Sing Lee and David Mumford.
Hierarchical Bayesian Inference in the Visual Cortex.
APPTS Report #02-9, November 2002.
[pdf]
- D. Mumford.
Pattern Theory: the Mathematics of Perception.
APPTS Report #02-10, August 2002.
[pdf]
- C. Lu, Y. Cao and D. Mumford.
Surface Evolution under Curvature Flows.
Journal of Visual Communication and Image Representation, Vol. 13, 65-81, 2002.
[pdf]
2001
- I. Kontoyiannis and J. Zhang.
Arbitrary source models and
Bayesian codebooks in rate-distortion
theory. APPTS Report #01-1, April 2001.
[ps]
[pdf]
- A. Dembo and I. Kontoyiannis.
Source coding, large deviations,
and approximate pattern matching.
APPTS Report #01-2, April 2001.
[ps]
[pdf]
- Ann B. Lee, Kim S. Pedersen and David Mumford.
The Nonlinear Statistics of High-Contrast
Patches in Natural Images.
APPTS Report #01-3, June 2001 (Revised Dec 2001).
[ps]
[pdf]
- Anuj Srivastava, Xiuwen Liu and Ulf Grenander.
Universal analytical forms for modeling
image probabilities.
APPTS Report #01-4, November 2001.
[ps]
[pdf]
- I. Kontoyiannis and A.D. Sezer.
A remark on unified error exponents:
Hypothesis testing,
data compression and measure
concentration. APPTS Report #01-5, November 2001.
[ps]
[pdf]
- I. Kontoyiannis.
Pattern matching and lossy data
compression on random fields.
APPTS Report #01-6, November 2001.
[ps]
[pdf]
- I. Kontoyiannis and P. Harremoes.
Entropy and the law of small numbers.
APPTS Report #01-7, December 2001.
[ps]
[pdf]
- Oddvar Husby and Ulf Grenander.
A Model for Recognition of 3D Non-dense
Objects in Range images.
[ps]
[pdf]
1999
- U. Grenander, Clutter 5, Tech. Rep., March 1999. [ps]
- U. Grenander, Clutter 6, Tech. Rep., April 1999. [ps]
1998-99
Some more publications from 1998-99 can
be found here.
Earlier publications:
Can be obtained from the
web pages of the individual members of the group.
CD-ROMs
The following CD-ROMs can be obtained without cost by writing
to wntrbtm@dam.brown.edu
-
Evolving Anatomies, by Ulf Grenander and Larisa Matejic.
It presents some elementary ideas about Computational Anatomy.
-
Automated Target Recognition, by Anuj Srivastava and
Ulf Grenander. Slightly more difficult, deals with object recognition.
-
Windows on the World, by Ulf Grenander. An invitation to work
on a mathematical theory of the mind. Advanced.
-
A CD-ROM presenting a universal law for natural scenes can be obtained by
writing to anuj@stat.fsu.edu:
A. Srivastava, U. Grenander and X. Liu: NATURAL IMAGE STATISTICS. BESSEL K FORMS
.
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