Probability and Statistics in Complex Systems:
Genomics, Networks, and Financial Engineering,
September 1, 2003 - June 30, 2004
IMA
"Hot Topics" Workshop:
Adaptive
Sensing and Multimode Data Inversion
June
27-30, 2004
With
partial funding from DARPA
and Army
Research Office
Organizers:
Lawrence
Carin
Department. of Electrical and Computer Engineering
Duke University
lcarin@ee.duke.edu
http://www.ee.duke.edu/~lcarin/
George
Papanicolaou
Department of Mathematics
Stanford University
http://georgep.stanford.edu
Fadil Santosa
School of Mathematics
University of Minnesota
santosa@math.umn.edu
http://www.math.umn.edu/~santosa/
Michael S. Vogelius
Department of Mathematics
Rutgers University
vogelius@math.rutgers.edu
http://www.math.rutgers.edu/~vogelius
Description:
There has been much progress in the development of theory and
effective methods for solving inverse problems for acoustics,
electromagnetic waves, and elastic waves. However, most of the
progress has been made in situations where the measurement setup
is "static", that is, it does not adaptively change as the probing
proceeds. Moreover, very little work has been done in situations
where the measurements are truly multimodal.
The research in adaptive sensing and multimode data inversion
is only beginning. Adaptive sensing starts out by probing the
unknown with a set initial pattern, but the pattern then adaptively
changes in response to the information acquired. An example
of such a system is the distinguishability method in electrical
impedance imaging. Multimode data leverages information available
through different physical probes and sensors, and can potentially
contain much more information than data coming from a single
modality. An important example of the need for multimode data
inversion is in detection of unexploded ordinance/anti-personnel
mines.
The purpose of this workshop is to gather researchers who work
in electromagnetic, acoustic and elastic inverse problems as
well as pioneers in the area of adaptive sensing and multimode
inversion to address computational, theoretical, and practical
challenges of dealing with adaptivity and multimode inversion.
Invited talks will address recent development in inverse problems,
forward modeling for single and multi-modality, adaptive methods,
optimal experimental design, and in new approaches to inversion
of multimode data.
|
"HOT
TOPICS" WORKSHOP SCHEDULE |
|
|
SUNDAY,
JUNE 27
All
talks are in 305 LIND HALL unless otherwise noted. |
| 8:30-9:15 |
Coffee
and Registration |
400
Lind Hall |
| 9:15-9:30 |
Douglas
N. Arnold,
Fadil Santosa, and
Organizers |
Welcome
and Introduction |
| 9:30-10:00 |
George
C. Papanicolaou
Stanford University |
Adaptive
Multiresolution Interferometry |
| 10:00-10:30 |
Lawrence
Carin
Duke University |
Semi-Supervised
and Adaptive Multi-Aspect Sensing of General Targets
|
| 10:30-11:00
|
Coffee
Break |
400
Lind Hall |
| 11:00-11:30 |
Karl
J. Langenberg
University of Kassel |
Electromagnetic
and Elastic Wave Scattering and Imaging for Multi-Mode Non-Destructive
Testing |
| 11:30-12:00 |
David
Isaacson
Rensselaer Polytechnic Institute |
Adaptive
Current Tomography |
| 12:00-2:00
|
Lunch
Break |
| 2:00-2:30
|
Liliana
Borcea
Rice University |
Coherent
Interferometric Array Imaging in Clutter, Part I Theory
|
| 2:30-3:00 |
Chrysoula
Tsogka
Stanford University |
Coherent
Interferometric Array Imaging in Clutter, Part II Numerical
Results |
| 3:00-3:30
|
Coffee
Break |
400
Lind Hall |
| 3:30-4:15 |
SECOND
CHANCES,
i.e., speakers of the day respond to further questions,
suggestions, re-frame their main points, look toward future
directions. |
MONDAY,
JUNE 28
All
talks are in RAPSON HALL 100 AUDITORIUM unless otherwise
noted.
Rapson Hall is the new copper colored building located at
89 Church Street SE. |
| 9:00-9:30 |
Coffee |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 9:30-10:00 |
Michael
S. Vogelius
The State University of New Jersey |
Effective
Imaging of Small Inhomogeneities |
| 10:00-10:30 |
Fernando
Reitich
University of Minnesota |
A
New High-Order High-Frequency Integral Equation Method -
for the Solution of Wave Scattering Problems |
| 10:30-11:00 |
Coffee
Break |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 11:00-11:30 |
Alfred
O. Hero III
University of Michigan |
Non-Myopic
Strategies Adaptive Multi-Modal Sensor Management for Target
Tracking and Acquisition |
| 11:30-12:00 |
Margaret
Cheney
Rensselaer Polytechnic Institute |
Optimal
Measurements, Time-Reversal, and Frequency Tuning
Slides:
pdf
|
| 12:00-2:00 |
Lunch
Break |
| 2:00-2:30 |
Bart
Truyen
Vrije Universiteit Brussel (VUB) |
The
Residual Least Squares Method, a New Variational Approach
to Electrical Impedance Tomography Part I. Problem Formulation,
Solution Method, and Properties |
| 2:30-3:00 |
Parcival
Bourgeois
Vrije Universiteit Brussel (VUB) |
The
Residual Least Squares Method, a New Variational Approach
to Electrical Impedance Tomography Part II. Computational
considerations |
| 3:00-3:30
|
Coffee
Break |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 3:30-4:15
|
SECOND
CHANCES,
i.e., speakers of the day respond to further questions,
suggestions, re-frame their main points, look toward future
directions. |
| 4:15
|
IMA
Tea and more (with POSTER SESSION)
400 LIND HALL
David
Castañón
Boston University |
Multimodal
Data Fusion for Atherosclerotic Plaque Imaging
Slides:
pdf
|
Leslie M. Collins
Duke University |
Uncertainty
Mitigation Using Adaptive Multi-Modality Processing
|
Joaquim
Fortuny Guasch
DG Joint Research Centre |
Retrieval
of Biophysical Parameters Using Polarimetric Interferometry
Techniques: Theory and Experimental Results |
| Bojan
Guzina, Ivan
Chikichev (UofM), Marc
Bonnet (Ecole Polytechnique, Palaiseau,
France) |
On
the Use of Topological Sensitivity for Inverse Scattering
Problems |
| Bojan
Guzina (UofM), Sylvain
Nintcheu (Oakridge Nat. Lab.), Andrew
Madyarov (UofM) |
A
Linear Sampling Method for Near-Field Inverse Problems
in Elastodynamics
Poster:
pdf
|
Alfred
O. Hero III
University of Michigan |
Analysis
of a Multistatic Adaptive Target Illumination and
Detection Approach (MATILDA) to Time Reversal Imaging
Slides:
pdf |
Edwin
A. Marengo
Northeastern University |
Time-Reversal
Imaging with MUSIC Including Multiple Scattering |
Eric
Miller
Northeastern University |
Geometric
Methods for Multi-Parameter, Multi-Source Inverse
Problems |
James
Stiles
University of Kansas |
Adaptive
Transmit Signal Coding for Multimode Radar |
|
TUESDAY,
JUNE
29
All
talks are in RAPSON HALL 100 AUDITORIUM unless otherwise
noted.
Rapson Hall is the new copper colored building
located at 89 Church Street SE. |
| 9:00-9:30 |
Coffee |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 9:30-10:00 |
John
Sylvester
University of Washington |
Deductions
About Size and Location Based On Scattering Data
Slides:
pdf
|
| 10:00-10:30 |
Yen-Hsi
Richard Tsai
Princeton University |
A
Level Set Framework for Visibility Related Variational Problems
|
| 10:30-11:00 |
Coffee
Break |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 11:00-11:30 |
James
H. McClellan
Georgia Institute of Technology |
Processing
Algorithms for Near Field Imaging of Buried Targets |
| 11:30-12:00 |
Waymond
R. Scott, Jr.
Georgia Institute of Technology |
Experimental
Investigation of Techniques for the Detection of Near
Surface Targets in Cluttered Media
Slides:
pdf
|
| 12:00-2:00 |
Lunch
Break |
| 2:00-2:30
|
Gregoire
Derveaux
Stanford University |
Near-Field
Imaging: A Study of the SNR Issue
Slides:
pdf
|
| 2:30-3:00 |
Jochen
Schulz
University of Goettingen |
A
Multiwave Range Test for Obstacle Reconstructions With
Unknown Physical Properties
Slides:
pdf
|
| 3:00-3:30
|
Coffee
Break |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 3:30-4:15
|
SECOND
CHANCES,
i.e., speakers of the day respond to further questions,
suggestions, re-frame their main points, look toward future
directions. |
| 6:00 |
Workshop
Dinner |
Orchid
Cafe
(Thai Cuisine)
304 Oak Street
Minneapolis
phone: 612-331-4061 |
WEDNESDAY,
JUNE
30
All talks are in RAPSON HALL 100 AUDITORIUM unless otherwise
noted.
Rapson Hall is the new copper colored building
located at 89 Church Street SE. |
| 9:00-9:30 |
Coffee |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 9:30-10:00 |
Qing
H. Liu
Duke University |
Multimodality
Inversion for Image Reconstruction of Objects Buried in
Multilayered Media with Radar and Seismic Measurements
Slides:
pdf
|
| 10:00-10:30 |
David
Castanon
Boston University |
Non-Myopic
Approaches to Adaptive Sensing: Challenges and New Results
Slides:
pdf
|
| 10:30-11:00 |
Coffee
Break |
Just
outside Rapson Hall 100
The talks, however *are* in the auditorium. |
| 11:00-11:30 |
Bojan
Guzina
University of Minnesota |
An
Alternate Course to 3D Seismic Imaging |
| 11:30-12:00 |
Tim
Zajic
Lockheed Martin MS2 Tactical Systems
|
Probabilistic
Objective Functions for Sensor Management |
| 12:00 |
Closing |
LIST OF CONFIRMED PARTICIPANTS
| Name |
Department |
Affiliation |
| Gordon J. Alexander |
|
University of Minnesota |
| Douglas N. Arnold |
Institute for Mathematics and its Applications |
University of Minnesota |
| Gerard Awanou |
Institute for Mathematics and its Applications |
University of Minnesota |
| Keith Berrier |
|
Rice University |
| Marc Bonnet |
Laboratory of Mechanics of the Solids |
Ecole Polytechnique |
| Liliana Borcea |
Computational and Applied Mathematics |
Rice University |
| Parcival Bourgeois |
"ETRO, Faculty of Applied Sceinces" |
Vrije Universiteit Brussel |
| Yves Capdeboscq |
|
Universite de Rennes |
| Lawrence Carin |
Department of Elecrical and Computer Engineering |
Duke University |
| David Castanon |
ENG Electrical & Computer Engineering |
Boston University |
| Margaret Cheney |
Department of Mathematical Sciences |
Rensselaer Polytechnic Institute |
| Ivan Chikichev |
Department of Civil Engineering |
University of Minnesota |
| Vassilios Christopoulos |
Department of Computer Science and Engineering |
University of Minnesota |
| Douglas Cochran |
|
DARPA/DSO |
| Leslie Collins |
Department of Elecrical and Computer Engineering |
Duke University |
| Stephen F. Davis |
Department of Mathematics |
U.S. Army Research Office |
| Gregoire Derveaux |
Department of Mathematics |
Stanford University |
| Emad S. Ebbini |
Department of Electrical and Computer Engineering |
University of Minnesota |
| Joaquim Fortuny |
Humanitarian Security Unit |
European Joint Research Centre |
| Bojan Guzina |
Department of Civil Engineering |
University of Minnesota |
| Chuan-Hsiang Han |
Ford Company |
University of Minnesota |
| Alfred Hero |
Department of Electrical Engineering & Computer Science |
University of Michigan |
| David Isaacson |
Department of Mathematical Sciences |
Rensselaer Polytechnic Institute |
| Mark Kolba |
Department of Elecrical and Computer Engineering |
Duke University |
| Karl Langenberg |
|
Gesamthochschule Kassel-Universitat |
| Guang-Tsai Lei |
Physiology and Bio-Physics |
Mayo Clinic |
| Qing H. Liu |
Department of Elecrical and Computer Engineering |
Duke University |
| Andrew Madyarov |
Department of Civil Engineering |
University of Minnesota |
| Edwin Marengo |
Department of Elecrical and Computer Engineering |
Northeastern University |
| James McClellan |
Department of Elecrical and Computer Engineering |
Georgia Institute of Technology |
| Richard P. McGehee |
School of Mathematics |
University of Minnesota |
| Douglas Miller |
|
Schlumberger-Doll Research |
| Eric L. Miller |
Department of Electrical and Computer Engineering |
Northeastern University |
| Steen Moeller |
Department of Radiology |
University of Minnesota |
| Anastasios Mourikis |
Department of Computer Science and Engineering |
University of Minnesota |
| George C. Papanicolaou |
Department of Mathematics |
Stanford University |
| Fernando Reitich |
Department of Mathematics |
University of Minnesota |
| Paul E. Sacks |
Department of Mathematics |
Iowa State University |
| Fadil Santosa |
Institute for Mathematics and its Applications |
University of Minnesota |
| Jochen Schulz |
Institute for Numerical & Applied Mathematics |
University of Goettingen |
| Waymond Scott |
Department of Elecrical and Computer Engineering |
Georgia Institute of Technology |
| James Stiles |
Department of Electrical Engineering & Computer Science |
University of Kansas |
| John Sylvester |
Department of Mathematics |
University of Washington |
| Bart Truyen |
Department of Electronics and Information Processing (ETRO) |
Vrije Universiteit Brussel (VUB) |
| Richard Tsai |
|
Princeton University |
| Chrysoula Tsogka |
Department of Mathematics |
Stanford University |
| Michael Vogelius |
Department of Mathematics |
Rutgers |
| Rob Williams |
ATR / Fusion Algorithms Branch |
AFRL/SNAT |
| Andrew Yagle |
Department of Electrical Engineering and Computer Science |
University of Michigan |
| Tim Zajic |
Sensors and Signal Processing |
Lockheed Martin |
Photo
Gallery Material
from Talks Abstracts
"Hot
Topics" Workshops
|
