MS-Tu-D-48
Regularization of Inverse Problems in Imaging Sciences: Theoretical and Numerical Aspects - Part I of II
For Part II, see MS-Tu-E-48

Date: August 11
Time: 13:30--15:30
Room: 212B

(Note: Click title to show the abstract.)

Organizer:
Fadili, Jalal (CNRS & ENSICaen)
Peyre, Gabriel (CNRS & Universite Paris-Dauphine)
Zhang, Xiaoqun (Shanghai Jiao Tong Univ.)

Abstract: Inverse problems have become a central theme in various fields of sciences and engineering such as imaging sciences. This field draws from various mathematical disciplines including linear algebra, differential geometry, harmonic analysis, functional analysis, mathematical physics, numerical analysis, optimization, PDE¡¯s, stochastic and statistical methods. The fields of application encompass medical and astronomical imaging, radar, optics, etc. The goal of the mini-symposium is to present recent theoretical, numerical and applicative advances in these fields. It will focus on ill-posed inverse problems, variational regularization theory, recovery guarantees, and numerical algorithms to solve the corresponding optimization problems.


MS-Tu-D-48-1
13:30--14:00
Disparity and Optical Flow Partitioning Using Extended Potts Priors
Fitschen, Jan Henrik (Univ. of Kaiserslautern)


MS-Tu-D-48-2
14:00--14:30
Edge-preserving regularization for electrical impedance tomography
Siltanen, Samuli (Univ. of Helsinki)


MS-Tu-D-48-3
14:30--15:00
Low Complexity Regularization of Linear Inverse Problems
Fadili, Jalal (CNRS & ENSICaen)


MS-Tu-D-48-4
15:00--15:30
Multiscale adaptive learning algorithms for high-dimensional data
Liao, Wenjing (Duke Univ. & SAMSI)
Maggioni, Mauro (Duke Univ.)

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Footnote:
Code: Type-Date-Time-Room No.
Type : IL=Invited Lecture, SL=Special Lectures, MS=Minisymposia, IM=Industrial Minisymposia, CP=Contributed Papers, PP=Posters
Date: Mo=Monday, Tu=Tuesday, We=Wednesday, Th=Thursday, Fr=Friday
Time : A=8:30-9:30, B=10:00-11:00, C=11:10-12:10, BC=10:00-12:10, D=13:30-15:30, E=16:00-18:00, F=19:00-20:00, G=12:10-13:30, H=15:30-16:00
Room No.: TBA