Mathematics in Imaging

26 - 29 June 2017
Hyatt Regency San Francisco, San Francisco, California United States

Mathematical Imaging covers mathematical and computational methods for modeling the physics of imaging methods and for providing stable and resolved solutions to the inverse problem of image reconstruction.
It captures leading edge fundamental developments in imaging science and has applications in photonics, biomedical imaging, astronomy, and remote sensing. Imaging methods are constrained by the experimental data which are corrupted by measurement and medium noises and depend nonlinearly on the imaged object material and geometric parameters. Many of the fundamental problems in image reconstruction methods are shared across different disciplines, including optics, acoustics, seismic imaging, and synthetic aperture radar. These include optimal representations, resolution and stability estimates, optimal design approaches, and model reduction techniques.

Mathematical Imaging provides a platform for a cross fertilization between mathematical, computational, physical, and engineering disciplines related to imaging and inverse problems. Because of the breadth involved, papers highlighting either the interdisciplinary flavor of imaging methodologies or the fundamental mathematical and computational issues in imaging are particularly encouraged.

Topic Categories

  • Inverse scattering, regularization, constraints,  inversion in the multiple scattering regime
  • Shape optimization
  •  Blind deconvolution
  • Coherent imaging systems (holographic imaging, synthetic aperture radar ...)
  • Phaseless imaging (X-ray imaging ...)
  • 3D imaging (tomographies, microscopy ...)
  • Imaging through turbulent, random or highly scattering media
  • Biomedical imaging and hybrid imaging
  • Biomimetic imaging
  • Superresolution
  • Inverse problems related to design of metamaterials, metasurfaces, and cloaking

 


Peter Doerschuk

Cornell University
UNITED STATES
Chair

Anne Sentenac

Fresnel Institut
FRANCE
Chair

Markus Testorf

Dartmouth College
UNITED STATES
Chair


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Advanced Registration 25 May 2017 23:59 EDT
Advanced Registration 25 May 2017
Hotel Reservation 5 June 2017 23:55 EDT
Hotel Reservation 5 June 2017
Schedule at a glance
Alireza Aghasi, IBM Thomas J. Watson Research Center, United States, Blind Deconvolution and Shape Optimization, Invited

Marc Allain, Fresnel Institut, France, Title to Be Announced, Invited

Alexandre Aubry, Institut Langevin, France, Title to Be Announced, Invited

George Barbastathis, Massachusetts Institute of Technology, United States, On the use of deep learning techniques for electromagnetic inverse problems , Invited

Yonina Eldar, Technion Israel Institute of Technology, Israel, Title to Be Announced, Invited

Axel Flinth, Technische Universit├Ąt Berlin, Germany, Title to Be Announced, Invited

Vincent Ginis, Vrije Universiteit Brussel, Belgium, Title to Be Announced, Invited

Vivek Goyal, Boston University, United States, Title to Be Announced, Invited

Michael Hart, University of Arizona, United States, Imaging Through Turbulence, Invited

Ulugbek Kamilov, Mitsubishi Electric Research Laboratorie, United States, Title to Be Announced, Invited

Geoffroy Lerozey , Institut Langevin Paris, Title to Be Announced, Invited

Chrysanthe Preza, University of Memphis, United States, Deconvolution with Varying Point Spread Functions , Invited

Saiprasad Ravishankar, University of Michigan, United States, Data-driven Models and Approaches for Imaging, Invited

Thomas Strohmer, University of California Davis, United States, Title to Be Announced, Invited

Tanja Tarvainen, University of Eastern Finland, Finland, Image reconstruction and uncertainty quantification in photoacoustic tomography, Invited

Lei Tian, Boston University, United States, Title to Be Announced , Invited

Laura Waller, University of California Berkeley, United States, Title to Be Announced, Invited

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OSA - The Optical Society