Computational and Analytical Aspects of Image Reconstruction
(July 13-17, 2015)

Description

The mathematical study of image reconstruction problems can have a huge impact on human life. More efficient mathematical algorithms for X-ray tomography and more accurate mathematical models in seismic or hybrid imaging can lead to better imaging devices in fields such as medicine and remote sensing. Developing the underlying mathematics, including the analysis of reconstruction stability, regularization, singularity characterization, and efficient algorithms, may lead to fewer false positives in fields such as medical, seismic and radar imaging.

This topical workshop will bring together international experts working in computational and analytical aspects of image reconstruction (including but not limited to electron-microscope tomography, hybrid imaging, radar and sonar, full waveform inversion of seismic imaging and X-ray CT) as well as postdoctoral fellows and graduate students. There will be multiple introductory-level talks for early-career researchers and non-specialists in the area on both the mathematics involved and the scientific and industrial applications. Speakers and participants from industry will be included to strengthen the practical aspects of the workshop.

APPLY NOW TO PARTICIPATE
Application review will begin on March 9, 2015.

Organizing Committee

Output of iterations of a Mumford-Shah level set-based method for simultaneous reconstruction and segmentation of a torso phantom from noisy CT data. Images courtesy of Esther Klann relating to work in E. Klann, R. Ramlau, and W. Ring, Inverse Problems and Imaging, Vol. 5 (2011), 137-166.

  • David Isaacson*
    (RPI)
  • Ming Jiang*
    (Beijing (Peking) University)
  • Mirza Karamehmedovic
    (Technical University of Denmark)
  • Alexander Katsevich*
    (University of Central Florida)
  • Esther Klann
    (Technische Universität Berlin )
  • Andrew Knyazev
    (MERL)
  • Holger Kohr
    (KTH Royal Institute of Technology)
  • Venkateswaran Krishnan
    (Centre for Applicable Mathematics)
  • Manish Kumar
    (BITS Pilani)
  • Leonid Kunyansky*
    (University of Arizona)
  • Oleg Kuybeda *
    (National Institutes of Health (NIH))
  • Youzuo Lin
    (Los Alamos National Laboratory)
  • Alexander Mamonov *
    (Schlumberger)
  • Leopold Matamba Messi
    (Ohio State University)
  • Rohit Mishra
    (Tata Institute of Fundamental Research)
  • Shari Moskow *
    (Drexel University)
  • Jennifer Mueller*
    (Colorado State University)
  • Frank Natterer*
    (Westfälische Wilhelms-Universität Münster)
  • Linh Nguyen *
    (University of Idaho)
  • Cliff Nolan*
    (University of Limerick)
  • Sarah Patch*
    (University of Wisconsin)
  • Olga Podgornova*
    (Schlumberger)
  • Zenith Purisha
    (University of Helsinki, Finland)
  • Lingyun Qiu
    (University of Minnesota)
  • Michael Quellmalz
    (TU Chemnitz)
  • Todd Quinto
    (Tufts University)
  • . Rakesh*
    (University of Delaware)
  • Ronny Ramlau*
    (Johannes Kepler Universität Linz)
  • Rasmus Rasmussen
    (Technical University of Denmark)
  • Joel Rosiene
    (Eastern Connecticut State University)
  • Kamran Sadiq
    (Johann Radon Institute for Computational and Applied Mathematics )
  • Otmar Scherzer *
    (Johann Radon Institute for Computational and Applied Mathematics )
  • Remco Schoenmakers*
    (FEI Netherlands )
  • Thomas Schuster*
    (Universität des Saarlandes)
  • Eric Stachura
    (Temple University)
  • Plamen Stefanov *
    (Purdue University)
  • Andrew Thaler
    (Institute for Mathematics and its Applications)
  • Bastian von Harrach *
    (Universität Stuttgart)
  • Henning Voss
    (Weill Cornell Medical College)
  • Ming Yan
    (University of California, Los Angeles)
  • He Yang
    (Stanford University)
  • Mikhail Zaslavsky*
    (Schlumberger Cambridge Research)
  • Jian-Zhou Zhang
    (Sichuan University)
  • Ting Zhou *
    (Massachusetts Institute of Technology)
Monday July 13, 2015
Time Description Speaker Location Abstracts Slides
8:30 - 8:55Registration11th Floor Collabortative Space
8:55 - 9:00WelcomeICERM Director11th Floor Lecture Hall
9:00 - 9:45TBAMargaret Cheney, Colorado State University11th Floor Lecture Hall
10:00 - 10:45TBATBA11th Floor Lecture Hall
10:45 - 11:15Coffee/Tea Break11th Floor Collaborative Space
11:15 - 12:00TBACliff Nolan, University of Limerick11th Floor Lecture Hall
12:15 - 1:45Break for Lunch
1:45 - 2:45Creative Time 11th Floor Lecture Hall
2:45 - 3:15Monostatic SAR with in ection pointsRaluca Felea, Rochester Institute of Technology11th Floor Lecture Hall
PDF
3:15 - 3:45Coffee/Tea Break11th Floor Collaborative Space
3:45 - 4:15Spherical means, Radon Transforms and Carleman estimatesRakesh, University of Delaware11th Floor Lecture Hall
PDF
4:30 - 5:00TBALinh Nguyen, University of Idaho11th Floor Lecture Hall
5:00 - 6:30Welcome Reception11th Floor Collaborative Space

Tuesday July 14, 2015
Time Description Speaker Location Abstracts Slides
9:00 - 9:45Multi-parameter full waveform inversion of borehole seismic dataOlga Podgornova, Schlumberger 11th Floor Lecture Hall
PDF
10:00 - 10:45Full waveform inversion and imaging in model reduction framework in seismic explorationMikhail Zaslavsky, Schlumberger Cambridge Research11th Floor Lecture Hall
PDF
10:45 - 11:15Coffee/Tea Break11th Floor Collaborative Space
11:15 - 12:00Reconstruction algorithms in time domain sonic imagingFrank Natterer, Westfälische Wilhelms-Universität Münster11th Floor Lecture Hall
PDF
12:15 - 2:00Break for Lunch
2:00 - 2:30Vector tomography in cone beam and inhomogeneous geometriesThomas Schuster, Universität des Saarlandes11th Floor Lecture Hall
PDF
2:30 - 3:302-min.poster presentations then poster session11th Floor Lecture Hall
3:30 - 3:50Coffee/Tea Break11th Floor Collaborative Space
3:50 - 4:20Model order reduction for the numerical solution of diffusive inverse problems.Alexander Mamonov, University of Houston11th Floor Lecture Hall
PDF

Wednesday July 15, 2015
Time Description Speaker Location Abstracts Slides
9:00 - 9:45Introduction to Problems in Electrical Impedance TomographyDavid Isaacson, RPI11th Floor Lecture Hall
PDF
10:00 - 10:45Direct Reconstruction Algorithms for Real-Time Patient Imaging with Electrical Impedance TomographyJennifer Mueller, Colorado State University11th Floor Lecture Hall
PDF
10:45 - 11:15Coffee/Tea Break11th Floor Collaborative Space
11:15 - 12:00Monotonicity-based methods for elliptic inverse coefficient problemsBastian von Harrach, Universität Stuttgart11th Floor Lecture Hall
PDF
12:15 - 2:00Break for Lunch
2:00 - 3:00Creative time
3:00 - 3:30The Perturbation of Transmission Eigenvalues for Inhomogeneous Media in the Presence of Small Penetrable InclusionsShari Moscow, Drexel University11th Floor Lecture Hall
PDF
3:30 - 3:50Coffee/Tea Break11th Floor Collaborative Space
3:50 - 4:20TBATing Zhou, Massachusetts Institute of Technology11th Floor Lecture Hall
4:30 - 5:00Virtual Hybrid Edge DetectionAllan Greenleaf, University of Rochester11th Floor Lecture Hall
PDF

Thursday July 16, 2015
Time Description Speaker Location Abstracts Slides
9:00 - 9:45Accelerated statistical image reconstruction for X-ray CTJeff Fessler, University of Michigan11th Floor Lecture Hall
PDF
10:00 - 10:45Stability of the interior problem of tomography and the spectral properties of the Finite Hilbert transform.Alexander Katsevich, University of Central Florida11th Floor Lecture Hall
PDF
10:45 - 11:15Coffee/Tea Break11th Floor Collaborative Space
11:15 - 12:00How to make tomography practical- several FEI use casesRemco Schoenmakers, FEI Netherlands 11th Floor Lecture Hall
PDF
12:15 - 2:00Break for Lunch
2:00 - 2:30Maximizing recovery of information from noisy cryo-EM imagesOleg Kuybeda, National Institutes of Health (NIH)11th Floor Lecture Hall
PDF
2:30 - 2:50Creative TimeDr. Kuybeda talks about NIH imaging problems11th Floor Lecture Hall
3:00 - 3:20Creative timeDr. Schoenmaker's discussion of FEI problems 11th Floor Lecture Hall
3:30 - 3:50Coffee/Tea Break11th Floor Collaborative Space
3:50 - 4:20Object motion in tomographic imagingBernadette Hahn, Universität des Saarlandes11th Floor Lecture Hall
PDF
4:30 - 5:00Tomography for Image Improvement of Large Astronomical TelescopesRonny Ramlau, Johannes Kepler Universität Linz11th Floor Lecture Hall
PDF

Friday July 17, 2015
Time Description Speaker Location Abstracts Slides
9:00 - 9:45Edge detection for solving hybrid inverse problemsOtmar Scherzer, Johann Radon Institute for Computational and Applied Mathematics 11th Floor Lecture Hall
PDF
10:00 - 10:45Inversion of the spherical means transform with centers lying on corner-like surfaces by reduction to the classical Radon transformLeonid Kunyansky, University of Arizona11th Floor Lecture Hall
PDF
10:45 - 11:15Coffee/Tea Break11th Floor Collaborative Space
11:15 - 12:00Thermoacoustics and the Spherical Radon TransformSarah Patch, University of Wisconsin11th Floor Lecture Hall
PDF
12:15 - 2:00Break for Lunch
2:00 - 2:30Reconstructing a function from its conical radon transform.Rim Gouia, American University of Sharjah11th Floor Lecture Hall
PDF
2:30 - 3:00Coffee/Tea Break11th Floor Collaborative Space
3:00 - 3:45Recap11th Floor Lecture Hall