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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/ | |||||||||
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| 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: |
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| 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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