Application of compressive sensing for image acquisition in different environments

Giorgio Pariani; Luca Oggioni; Michele Frangiamore; Lorenzo Cabona; Paola Galli; Alessio Zanutta; Andrea Bianco

doi:10.1117/12.2622301

20 May 2022 Application of compressive sensing for image acquisition in different environments

Giorgio Pariani, Luca Oggioni, Michele Frangiamore, Lorenzo Cabona, Paola Galli, Alessio Zanutta, Andrea Bianco

Proceedings Volume PC12136, Unconventional Optical Imaging III; PC121361B (2022) https://doi.org/10.1117/12.2622301
Event: SPIE Photonics Europe, 2022, Strasbourg, France

Conference Poster

Abstract

Compressive sensing (CS) is a new acquisition technique that can potentially open the way to multi- and hyper-spectral imaging in wide spectral regions with a simplified optical scheme. In this framework, we are studying different approaches applied to Earth observation in different contexts. We describe the design of a vis-NIR telescope, where the image sampling is performed in its focal plane with a Digital Micromirror Device (DMD), and the hyperspectral acquisition is made possible by a compact spectrometer with a multispectral detector. We show the approach for a pushbroom multispectral acquisition from space, working in both the visible and thermal bands, to monitor the status of the cryosphere. Finally, we describe a compact wideband system working in the 0.4- 2.5 micron spectral range, based on three parallel spectrometers, where the acquisition is performed with a pushbroom scanning and a rotating coding mask. Opportunities and constraints given by the CS approach in these different contexts are highlighted.

Citation Download Citation

Giorgio Pariani, Luca Oggioni, Michele Frangiamore, Lorenzo Cabona, Paola Galli, Alessio Zanutta, and Andrea Bianco "Application of compressive sensing for image acquisition in different environments", Proc. SPIE PC12136, Unconventional Optical Imaging III, PC121361B (20 May 2022); https://doi.org/10.1117/12.2622301

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available