Reconstruction Methods in THz Single-Pixel Imaging

Burger M, Föcke L, Nickel L, Jung P, Augustin S (2019)

Publication Type: Book chapter / Article in edited volumes

Publication year: 2019

Publisher: Springer International Publishing

Edited Volumes: Compressed Sensing and Its Applications

Series: Applied and Numerical Harmonic Analysis

Pages Range: 263-290

DOI: 10.1007/978-3-319-73074-5_9

Abstract

The aim of this paper is to discuss some advanced aspects of image reconstruction in single-pixel cameras, focusing in particular on detectors in the THz regime. We discuss the reconstruction problem from a computational imaging perspective and provide a comparison of the effects of several state-of-the-art regularization techniques. Moreover, we focus on some advanced aspects arising in practice with THz cameras, which lead to nonlinear reconstruction problems: the calibration of the beam reminiscent of the Retinex problem in imaging and phase recovery problems. Finally, we provide an outlook to future challenges in the area.

Authors with CRIS profile

Martin Burger Lehrstuhl für Angewandte Mathematik (Modellierung und Numerik) Lea Föcke Lehrstuhl für Angewandte Mathematik (Modellierung und Numerik)

Involved external institutions

Technische Universität Berlin DE Germany (DE) Humboldt-Universität zu Berlin DE Germany (DE) Westfälische Wilhelms-Universität (WWU) Münster DE Germany (DE)

How to cite

APA:

Burger, M., Föcke, L., Nickel, L., Jung, P., & Augustin, S. (2019). Reconstruction Methods in THz Single-Pixel Imaging. In Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen (Eds.), Compressed Sensing and Its Applications. (pp. 263-290). Springer International Publishing.

MLA:

Burger, Martin, et al. "Reconstruction Methods in THz Single-Pixel Imaging." Compressed Sensing and Its Applications. Ed. Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen, Springer International Publishing, 2019. 263-290.

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