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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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Abstracts and Talk Materials Dining Guide
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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

NameDepartmentAffiliation
Ali AdibiDepartment of Electrical and Computer Engineering Georgia Institute of Technology
Iman AganjDepartment of Electrical and Computer Engineering University of Minnesota
Jungha AnInstitute for Mathematics and its Applications University of Minnesota
D. Gregory ArnoldAir Force Research Laboratory US Air Force Research Laboratory
Douglas N. ArnoldSchool of Mathematics University of Minnesota
Donald G. AronsonSchool of Mathematics University of Minnesota
Amir AverbuchSchool of Computer Science Tel Aviv University
Evgeniy BartInstitute for Mathematics and its Applications University of Minnesota
Richard E. BlahutCoordinated Science Laboratory University of Illinois at Urbana-Champaign
Francisco Blanco-SilvaDepartment of Mathematics Purdue University
Brett BordenDepartment of Physics Naval Postgraduate School
Edward Howard BoschBasic and Applied Research National Geospatial Intelligence Agency
David J. BradyDepartment of Electrical and Computer Engineering Duke University
Yoram BreslerCoordinated Science Laboratory University of Illinois at Urbana-Champaign
Robert BurridgeDepartment of Earth, Atmospheric and Planetary Sciences Massachusetts Institute of Technology
Emmanuel J. CandèsDepartment of Applied and Computational Mathematics California Institute of Technology
Lawrence CarinDepartment of Electrical and Computer Engineering Duke University
Qianyong ChenInstitute for Mathematics and its Applications University of Minnesota
Margaret CheneyDepartment of Mathematical Sciences Rensselaer Polytechnic Institute
Marc P. ChristensenDepartment of Electrical Engineering Southern Methodist University
Giulio CiraoloDipartimento di matematica Ulisse Dini Università di Firenze
Douglas CochranDepartment of Electrical Engineering Arizona State University
Ronald Raphael CoifmanDepartment of Mathematics Yale University
Nicholas Coult North Country Numerics
Steven Benjamin DamelinDepartment of Mathematical Sciences Georgia Southern University
Anthony J. DevaneyDepartment of Electrical Engineering Northeastern University
Brian DiDonnaInstitute for Mathematics and its Applications University of Minnesota
Marco F. DuarteDepartment of Electrical and Computer Engineering Rice University
Yi FangDepartment of Mathematics Rensselaer Polytechnic Institute
Michael A. FiddyCenter for Optoelectronics and Optical Communications University of North Carolina - Charlotte
James R. FienupInstitute of Optics University of Rochester
Michael E. GehmDepartment of Electrical and Computer Engineering Duke University
Anne GelbDepartment of Mathematics Arizona State University
Changfeng GuiDepartment of Mathematics University of Connecticut
Jooyoung HahnDivision of Applied Mathematics Korea Advanced Institute of Science and Technology (KAIST)
Mike HaneyDepartment of Electrical and Computer Engineering University of Delaware
John L. HarerDepartment of Mathematics Duke University
Gloria Haro OrtegaInstitute for Mathematics and its Applications University of Minnesota
Dennis M. HealyDepartment of Mathematics University of Maryland
Alfred O. Hero IIIDepartment of Electrical Engineering and Computer Science University of Michigan
Xiang HuangDepartment of Mathematics University of Connecticut
Shawn HuntDepartment of Electrical and Computer Engineering University of Puerto Rico
Xiaoming HuoSchool of Industrial and Systems Engineering Georgia Institute of Technology
Ashoka JayawardenaSchool of Mathematics, Statistics and Computer Science University of New England
Sookyung JooInstitute for Mathematics and its Applications University of Minnesota
Taufiquar KhanDepartment of Mathematics Clemson University
Seongjai KimDepartment of Mathematics and Statistics Mississippi State University
Timothy J. KlausutisSeeker Image and Signal Processing US Air Force Research Laboratory
Janice KruseDepartment of Radiology University of Minnesota
Matthias KurzkeInstitute for Mathematics and its Applications University of Minnesota
Song-Hwa KwonInstitute for Mathematics and its Applications University of Minnesota
Stephane Lafon Google Inc.
Chang-Ock LeeDivision of Applied Mathematics Korea Advanced Institute of Science and Technology (KAIST)
Debra LewisInstitute for Mathematics and its Applications University of Minnesota
Hstau Y LiaoInstitute for Mathematics and its Applications University of Minnesota
Wanzhan LiuCenter for Magnetic Resonance Research University of Minnesota
Bradley J. LucierDepartment of Mathematics Purdue University
Russell LukeDepartment of Mathematical Sciences University of Delaware
Mona MahmoudiDepartment of Electrical Engineering University of Minnesota
Alison MalcolmInstitute for Mathematics and its Applications University of Minnesota
Sunil MenonInnovation Center Eaton Corporation
George MichailidisDepartment of Statistics University of Michigan
Steen MoellerDepartment of Radiology University of Minnesota
Vassilios Morellas Honeywell
Robert Muise Lockheed Martin
Shailesh Kumar MusleyNew Therapies Research Department Medtronic
Robert NowakDepartment of Computer Science University of Wisconsin
Peter J. OlverSchool of Mathematics University of Minnesota
Joseph A. O'SullivanDepartment of Electrical and Systems Engineering Washington University
Winston OuInstitute for Mathematics and its Applications University of Minnesota
Sarah K. PatchDepartment of Physics University of Wisconsin
Rafael PiestunDepartment of Electrical and Computer Engineering University of Colorado
Thomas PosberghDepartment of Electrical Engineering and Computer Science University of Minnesota
Kevin PriddyAir Force Research Laboratory US Air Force Research Laboratory
Carey E. PriebeDepartment of Applied Mathematics and Statistics Johns Hopkins University
Gregory J. RandallInstituto de Ingenieria Electrica University of the Republic
Walter RichardsonDepartment of Mathematical Sciences University of Texas
Michael Dirk RobinsonChief Scientist Office Ricoh
Gustavo Kunde RohdeOptical Sciences Division Naval Research Laboratory
Fadil SantosaInstitute for Mathematics and its Applications University of Minnesota
Guillermo R. SapiroDepartment of Electrical and Computer Engineering University of Minnesota
Arnd ScheelSchool of Mathematics University of Minnesota
Timothy SchulzDepartment of Electrical Engineering Michigan Technological University
Kevin Schweiker Freestyle Technologies, Inc.
Tom L. ScofieldDepartment of Mathematics and Statistics Calvin College
Nitesh ShahRaytheon Missile Systems Raytheon Company
Tatiana SoleskiInstitute for Mathematics and its Applications University of Minnesota
Vladimir SverakSchool of Mathematics University of Minnesota
Alan ThomasDepartment of Mathematical Sciences Clemson University
Carl ToewsInstitute for Mathematics and its Applications University of Minnesota
Kamil UgurbilCenter for MR Research University of Minnesota
Miguel Velez-ReyesElectrical and Computer Engineering Department University of Puerto Rico
Brani VidakovicSchool of Industrial and Systems Engineering Georgia Institute of Technology
Jingyue WangDepartment of Mathematics Purdue University
Xiaoqiang WangInstitute for Mathematics and its Applications University of Minnesota
Martin WelkMathematical Image Analysis Group Universität des Saarlandes
Rebecca WillettDepartment of Electrical and Computer Engineering Duke University
Hong XiaoDepartment of Mathematics University of California, Davis
Jeong-Rock YoonDepartment of Mathematical Sciences Clemson University
Yuncheng YouDepartment of Mathematics University of South Florida
Ofer ZeitouniMathematics Department University of Minnesota
Zhijun ZhaoDepartment of Electrical and Computer Engineering University of Illinois at Urbana-Champaign
Steven W. ZuckerDepartment of Computer Science and Electrical Engineering Yale University