Paper published on a website (Scientific congresses and symposiums)
Terahertz off-axis digital holography reconstruction using inverse problem resolution with the Alternating Direction Method of Multipliers
Kirkove, Murielle; Zhao, Yuchen; Leblanc, Olivier et al.
2024SPIE Photonics Europe
Peer reviewed
 

Files


Full Text
Presentation.pdf
Author postprint (2.18 MB)
Download

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
Digital holography; Image reconstruction techniques; Inverse problem; Terahertz imaging.
Abstract :
[en] THz digital holography with camera sensor in off-axis configuration suffers from difficult recording conditions. In order to obtain a high resolution on the object, the latter must be close to the sensor, yielding high recording angles. It was already shown that iterative reconstruction methods can be used to limit the impact of spurious fringes obtained in such schemes. In this paper, we propose an inverse problem-based reconstruction technique that jointly reconstructs the object field and the amplitude of the reference field. Regularization in the wavelet domain promotes a sparse object solution. A single objective function combining the data-fidelity and regularization terms is optimized with a dedicated algorithm based on an ADMM framework. Each iteration alternates between two consecutive optimizations using projections operating on each solution and one soft thresholding operator applying to the object solution. The method is preceded by a windowing process to alleviate artifacts due to the mismatch between camera frame truncation and periodic boundary conditions assumed to implement convolution operators. Experiments demonstrate the effectiveness of the method.
Disciplines :
Physical, chemical, mathematical & earth Sciences: Multidisciplinary, general & others
Computer science
Author, co-author :
Kirkove, Murielle  ;  Université de Liège - ULiège > Centres généraux > CSL (Centre Spatial de Liège)
Zhao, Yuchen ;  Université de Liège - ULiège > Centres généraux > CSL (Centre Spatial de Liège)
Leblanc, Olivier;  UCL - Catholic University of Louvain [BE]
Jacques, Laurent;  UCL - Catholic University of Louvain [BE]
Georges, Marc ;  Université de Liège - ULiège > Centres généraux > CSL (Centre Spatial de Liège)
Language :
English
Title :
Terahertz off-axis digital holography reconstruction using inverse problem resolution with the Alternating Direction Method of Multipliers
Publication date :
09 April 2024
Event name :
SPIE Photonics Europe
Event place :
Strasbourg, France
Event date :
from 7 to 11 April 2024
Audience :
International
Peer reviewed :
Peer reviewed
Available on ORBi :
since 28 May 2024

Statistics


Number of views
43 (8 by ULiège)
Number of downloads
38 (2 by ULiège)

Bibliography


Similar publications



Contact ORBi