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IMA Annual Program Year Workshop

Integration of Sensing and Processing

December 5-9, 2005

Organizers:

David Brady

Department of Electrical and Computer Engineering
Duke University
http://www.davidbrady.net/who

Dennis M. Healy, Jr.

Department of Mathematics, University of Maryland,
and Microsystems Technology Office, DARPA
http://www.darpa.mil/mto/people/pms/healy.html

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Description:

The last decade has seen unprecedented advances in the large-scale deployment, coordination, and monitoring of ubiquitous imaging systems in diverse and complex environments and serving a wide variety of purposes. Over the past 50 years a wide variety of novel imaging systems have been developed to work in different regions of the electromagnetic spectrum (from radio waves to X-rays) and which often differ significantly in format and function from the conventional visible imaging systems. These new imaging systems have been developed to serve a huge spectrum of applications ranging from astronomy, microscopy, medicine, and defense. Major government and industry research programs currently seek to develop and demonstrate a true revolution in imaging by implementing an intelligent integration of the advancing capabilities of the individual wavefront, detection, and processing subsystems.

Integration of Sensing and Processing (ISP) will leverage mathematical advances the way an earlier generation exploited mathematical ideas to create the foundations of Digital Signal Processing (DSP). However, in ISP advanced mathematics will play an even larger role, with an impact that now transcends the digital processor subsystem and extends across all sensor/exploitation subsystems. Fundamental advances in information science, optimization across subsystem boundaries, physical layer modeling, and real time adaptive control will be required to enable imaging systems integrating processing functionality directly into the front end of the sensor to support reduction of data dimensionality prior to digitization.

This workshop is being organized to address key issues in ISP, and will bring leading researchers in this emerging field, as well as potential contributors in other related areas.

Schedule
Monday, December 5
8:30a-9:15a Registration and coffee   EE/CS 3-176
9:15a-9:30a Welcome to IMA Douglas N. Arnold (University of Minnesota Twin Cities) EE/CS 3-180
9:30a-10:00a Opening remarks David J. Brady (Duke University), Dennis M. Healy Jr. (University of Maryland) EE/CS 3-180
10:00a-10:30a coffee   EE/CS 3-176
10:30a-11:30a Compressive sampling Emmanuel J. Candes (California Institute of Technology) EE/CS 3-180
11:30a-1:30p lunch    
1:30p-2:30p Closing the loop for ISP using performance prediction D. Gregory Arnold (Air Force Research Laboratory) EE/CS 3-180
2:30p-3:00p coffee   EE/CS 3-180
3:00p-4:00p Target detection using integrated hyper spectral sensing and processing Robert Muise (Lockheed Martin) EE/CS 3-180
4:00p-4:30p Second Chances   EE/CS 3-180
4:40p-4:45p Group Photos    
4:45p-6:00p Poster session and reception
Lind Hall 400
Modified Mumford-Shah model based simultaneous segmentation and registration Jung-Ha An (University of Minnesota Twin Cities)
Distributed compressive sampling: A framework for integrated sensing and processing for signal ensembles Marco F. Duarte (Rice University)
Tomographic hyperspectral imaging without a missing-cone Michael E. Gehm (Duke University)
Self-localization in wireless sensor networks via manifold learning Alfred O. Hero III (University of Michigan)
The Method of Nonflat Time Evolution (MONTE) in PDE-based image restoration Seongjai Kim (Mississippi State University)
Direct reconstruction-segmentation, as motivated by electron microscopy Hstau Liao (University of Minnesota Twin Cities)
A new generation of iterative transform algorithms for phase contrast tomography Russell Luke (University of Delaware)
Thermoacoustic Tomography Sarah K. Patch (University of Wisconsin)
Sub-Pixel Image Registration and Quantitative Parameter Extraction Gustavo Kunde Rohde (Naval Research Laboratory)
Dimensionality reduction and divergence estimation for polarization-resolution trade in SAR images Nitesh Shah (Raytheon Company)
Hyperspectral Image Processing Miguel Velez-Reyes (University of Puerto Rico)
Smaller Infrared Cameras via Superresolution Image Reconstruction Rebecca Willett (Duke University)
Tuesday, December 6
8:30a-9:00a coffee   EE/CS 3-176
9:00a-10:00a Integration of intrinsic geometries of data into the sensing and processing streams Ronald Raphael Coifman (Yale University) EE/CS 3-180
10:00a-10:30a coffee   EE/CS 3-176
10:30a-11:30a Data fusion and multi-cue data matching using diffusion maps Stephane Lafon (Google) EE/CS 3-180
11:30a-1:30p lunch    
1:30p-2:30p On the role of the conditionality principle in dimensionality reduction Carey E. Priebe (Johns Hopkins University) EE/CS 3-180
2:30p-3:00p coffee   EE/CS 3-176
3:00p-4:00p Multi-sensor adaptive ISP   EE/CS 3-180
4:00p-4:30p Second Chances   EE/CS 3-180
Wednesday, December 7
8:30a-9:00a coffee   EE/CS 3-176
9:00a-10:00a The Richardson-Lucy algorithm in image processing Richard E. Blahut (University of Illinois at Urbana-Champaign) EE/CS 3-180
10:00a-10:30a coffee   EE/CS 3-176
10:30a-11:30a Imaging without an imaging system James R. Fienup (University of Rochester) EE/CS 3-180
11:30a-1:30p lunch    
1:30p-2:30p Shaping light waves in three dimensions for integrated computational imaging Rafael Piestun (University of Colorado) EE/CS 3-180
2:30p-3:00p coffee   EE/CS 3-176
3:00p-4:00p Compressive optical spectroscopy David J. Brady (Duke University) EE/CS 3-180
4:00p-4:30p Second Chances   EE/CS 3-180
4:30p-5:45p Poster session (same posters as on Monday)   Lind Hall 400
6:30p-8:00p Workshop dinner   Gardens of Salonika 
Thursday, December 8
8:30a-9:00a coffee   EE/CS 3-176
9:00a-10:00a Dimensionality reduction for integrated sensing and processing Alfred O. Hero III (University of Michigan) EE/CS 3-180
10:00a-10:30a coffee   EE/CS 3-176
10:30a-11:30a Wavelets in biomedical data analysis: Scaling and functional design in applications Brani Vidakovic (Georgia Institute of Technology) EE/CS 3-180
11:30a-1:30p lunch    
1:30p-2:30p Imaging brain activity and chemistry using high magnetic fields Kamil Ugurbil (University of Minnesota Twin Cities) EE/CS 3-180
2:30p-3:00p coffee   EE/CS 3-176
3:00p-4:00p Active learning vs. compressed sensing Robert Nowak (University of Wisconsin) EE/CS 3-180
4:00p-4:30p Second Chances   EE/CS 3-180
7:00p-8:00p IMA Public Lecture: Does Math Matter to Brain Matter? Philip J. Holmes (Princeton University) Willey Hall 125  
Friday, December 9
8:30a-9:00a coffee   EE/CS 3-176
9:00a-10:00a Constrained sensor localization and my wish list on integrated video processing Guillermo R. Sapiro (University of Minnesota Twin Cities) EE/CS 3-180
10:00a-10:30a coffee   EE/CS 3-176
10:30a-11:30a The geometry of color Steven W. Zucker (Yale University) EE/CS 3-180
11:30a-12:00p Second Chances   EE/CS 3-180

LIST OF CONFIRMED PARTICIPANTS

Name Department Affiliation
Ali Adibi Electrical and Computing Engineering Georgia Institute of Technology
Iman Aganj Department of Electrical and Computer Engineering University of Minnesota Twin Cities
Jung-Ha An Institute for Mathematics and its Applications University of Minnesota Twin Cities
D. Gregory Arnold AFRL/SNAT Air Force Research Laboratory
Douglas N. Arnold Institute for Mathematics and its Applications University of Minnesota Twin Cities
Donald G. Aronson Institute for Mathematics and its Applications University of Minnesota Twin Cities
Amir Averbuch School of Computer Science Tel-Aviv University
Evgeniy Bart Institute for Mathematics and its Applications University of Minnesota Twin Cities
Richard E. Blahut Department of Electrical and Computer Engineering University of Illinois at Urbana-Champaign
Francisco Blanco-Silva Department of Mathematics Purdue University
Brett Borden Physics Department Naval Postgraduate School
Edward Howard Bosch Basic and Applied Research National Geospatial Intelligence Agency
David J. Brady Department of Electrical and Computer Engineering Duke University
Yoram Bresler Coordinated Science Laboratory University of Illinois at Urbana-Champaign
Robert Burridge   Massachusetts Institute of Technology
Emmanuel J. Candes Department of Applied and Computational Mathematics California Institute of Technology
Lawrence Carin Department of Electrical and Computer Engineering Duke University
Qianyong Chen Institute for Mathematics and its Applications University of Minnesota Twin Cities
Margaret Cheney Department of Mathematical Sciences Rensselaer Polytechnic Institute
Marc P. Christensen Department of Electrical Engineering Southern Methodist University
Giulio Ciraolo Dipartimento di matematica Ulisse Dini Università di Firenze
Douglas Cochran Department of Electrical Engineering Arizona State University
Ronald Raphael Coifman Department of Mathematics Yale University
Nicholas Coult   North Country Numerics
Steven Benjamin Damelin Department of Mathematics Georgia Southern University
Anthony J. Devaney Department of Electrical Engineering Northeastern University
Brian DiDonna Institute for Mathematics and its Applications University of Minnesota Twin Cities
Marco F. Duarte Electrical and Computing Engineering Rice University
Yi Fang Department of Mathematics Rensselaer Polytechnic Institute
Michael A. Fiddy Center for Optoelectronics and Optical Communications University of North Carolina - Charlotte
James R. Fienup Institute of Optics University of Rochester
Michael E. Gehm Electrical and Computing Engineering Duke University
Anne Gelb Department of Mathematics Arizona State University
Changfeng Gui Department of Mathematics University of Connecticut
Jooyoung Hahn Division of Applied Mathematics KAIST
Mike Haney Department of Electrical and Computer Engineering University of Delaware
John L. Harer Department of Mathematics Duke University
Gloria Haro Ortega Institute for Mathematics and its Applications University of Minnesota Twin Cities
Dennis M. Healy Jr. Department of Mathematics University of Maryland
Alfred O. Hero III Department of Electrical Engineering and Computer Science University of Michigan
Xiang Huang Department of Mathematics University of Connecticut
Shawn Hunt Electrical and Computer Engineering University of Puerto Rico at Mayaguez
Xiaoming Huo School of Industrial and Systems Engineering Georgia Institute of Technology
Ashoka Jayawardena School of Mathematics, Statistics, and Computer Science University of New England, Australia
Sookyung Joo Institute for Mathematics and its Applications University of Minnesota Twin Cities
Taufiquar Khan Department of Mathematics Clemson University
Seongjai Kim Department of Mathematics and Statistics Mississippi State University
Timothy J. Klausutis Seeker Image and Signal Processing Air Force Research Laboratory
Janice Kruse Radiology University of Minnesota Twin Cities
Matthias Kurzke Institute for Mathematics and its Applications University of Minnesota Twin Cities
Song-Hwa Kwon Institute for Mathematics and its Applications University of Minnesota Twin Cities
Stephane Lafon   Google
Chang-Ock Lee Division of Applied Mathematics KAIST
Debra Lewis Institute for Mathematics and its Applications University of Minnesota Twin Cities
Hstau Liao Institute for Mathematics and its Applications University of Minnesota Twin Cities
Wanzhan Liu Center for Magnetic Resonance Research University of Minnesota Twin Cities
Bradley J. Lucier Department of Mathematics Purdue University
Russell Luke Department of Mathematical Sciences University of Delaware
Mona Mahmoudi Department of Electrical Engineering University of Minnesota Twin Cities
Alison Malcolm Institute for Mathematics and its Applications University of Minnesota Twin Cities
Sunil Menon Innovation Center Eaton
George Michailidis Department of Statistics University of Michigan
Steen Moeller Department of Radiology University of Minnesota Twin Cities
Vassilios Morellas   Honeywell
Robert Muise   Lockheed Martin
Shailesh Kumar Musley New Therapies Research Department Medtronic
Robert Nowak Department of Electrical and Computer Engineering University of Wisconsin
Peter J. Olver School of Mathematics University of Minnesota Twin Cities
Joseph A. O'Sullivan Electrical and Systems Engineering Washington University - St. Louis
Winston Ou   University of Minnesota Twin Cities
Sarah K. Patch Department of Physics University of Wisconsin - Milwaukee
Rafael Piestun Department of Electrical and Computer Engineering University of Colorado
Thomas Posbergh Department of Electrical Engineering and Computer Science University of Minnesota Twin Cities
Kevin Priddy AFRL/SNAT Air Force Research Laboratory
Carey E. Priebe Department of Applied Mathematics and Statistics Johns Hopkins University
Gregory J. Randall Instituto de Ingenieria Electrica Universidad de la Republica
Walter Richardson Jr. Department of Mathematical Sciences University of Texas - San Antonio
Michael Dirk Robinson Chief Scientist Office Ricoh Innovations
Gustavo Kunde Rohde Optical Sciences Division Naval Research Laboratory
Fadil Santosa School of Mathematics University of Minnesota Twin Cities
Guillermo R. Sapiro Department of Electrical and Computer Engineering University of Minnesota Twin Cities
Arnd Scheel Institute for Mathematics and its Applications University of Minnesota Twin Cities
Timothy Schulz Department of Electrical Engineering Michigan Technological University
Kevin Schweiker Engineering Department Freestyle Technologies, Inc.
Tom L. Scofield Department of Mathematics and Statistics Calvin College
Nitesh Shah Raytheon Missile Systems Raytheon Company
Tatiana Soleski Institute for Mathematics and its Applications University of Minnesota Twin Cities
Vladimir Sverak School of Mathematics University of Minnesota Twin Cities
Alan Thomas Department of Mathematical Sciences Clemson University
Carl Toews Institute for Mathematics and its Applications University of Minnesota Twin Cities
Kamil Ugurbil Center for MR Research University of Minnesota Twin Cities
Miguel Velez-Reyes Laboratory for Applied Remote Sensing and Image Processing University of Puerto Rico at Mayaguez
Brani Vidakovic School of Industrial and Systems Engineering Georgia Institute of Technology
Jingyue Wang Department of Mathematics Purdue University
Xiaoqiang Wang Institute for Mathematics and its Applications University of Minnesota Twin Cities
Martin Welk Mathematical Image Analysis Group University of the Saarland
Rebecca Willett Electrical and Computer Engineering Duke University
Hong Xiao Department of Mathematics University of California - Davis
Jeong-Rock Yoon Department of Mathematical Sciences Clemson University
Yuncheng You Department of Mathematics University of South Florida
Ofer Zeitouni School of Mathematics University of Minnesota Twin Cities
Zhijun Zhao Electrical and Computer Engineering University of Illinois at Urbana-Champaign
Steven W. Zucker Computer Science and Electrical Engineering Yale University

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