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A plug-n-play framework and acquisition methodology for remote exploration systems with single pixel cameras

Bhattacharjee, Protim and Börner, Anko (2019) A plug-n-play framework and acquisition methodology for remote exploration systems with single pixel cameras. In: Proceedings of SPIE - The International Society for Optical Engineering, 11062 (2019), pp. 1106217-1. SPIE Digital Optical Technologies, 2019, München, Deutschland. DOI: 10.1117/12.2525322

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Abstract

Imaging in deep infrared and terahertz region of the electromagnetic spectrum is difficult due to the unavailability of large sensor arrays. This can be mitigated by using single pixel detectors or radiometers along with a spatial light modulator. A framework for design and analysis of such imaging radiometer systems is presented. Remote exploration systems in space, deep ocean or disaster situations have limited power and computational resources. This puts a cap on the measurement budget of such systems. Apart from being power limited the exploration system must act on its own without external help. A three step sampling procedure involving image segmentation and compressive sampling is proposed which assigns the measurement budget based on coarse reconstructions of the scene. The sampling procedure is simulated using the framework and the effect of various system parameters on the final data output is analyzed. Simulations are performed to illustrate the capability of the framework to design such imaging systems and to study the trade offs between the optical, electrical and software domain.

Item URL in elib:https://elib.dlr.de/126562/
Document Type:Conference or Workshop Item (Speech)
Title:A plug-n-play framework and acquisition methodology for remote exploration systems with single pixel cameras
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Bhattacharjee, ProtimDLR, Institut für Optische SensorsystemeUNSPECIFIED
Börner, Ankodlr, institut für optische sensorsystemeUNSPECIFIED
Date:June 2019
Journal or Publication Title:Proceedings of SPIE - The International Society for Optical Engineering
Refereed publication:No
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
Volume:11062
DOI :10.1117/12.2525322
Page Range:pp. 1106217-1
Series Name:Proceedings of SPIE
Status:Published
Keywords:single pixel camera, compressive sensing, multi level sampling, autonomous exploration system, imaging radiometer
Event Title:SPIE Digital Optical Technologies, 2019
Event Location:München, Deutschland
Event Type:international Conference
Organizer:SPIE
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben Optische Technologien und Anwendungen
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Optical Sensor Systems > Real-Time Data Processing
Deposited By: Dombrowski, Ute
Deposited On:09 Jul 2019 07:08
Last Modified:05 Aug 2019 13:30

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