Prediction of Adaptive Exposure Time in Hyperspectral Bands for Industrial Cameras
| dc.contributor.author | Dogan, Yahya | |
| dc.contributor.author | Atas, Musa | |
| dc.date.accessioned | 2024-12-24T19:23:55Z | |
| dc.date.available | 2024-12-24T19:23:55Z | |
| dc.date.issued | 2015 | |
| dc.department | Siirt Üniversitesi | |
| dc.description | 23nd Signal Processing and Communications Applications Conference (SIU) -- MAY 16-19, 2015 -- Inonu Univ, Malatya, TURKEY | |
| dc.description.abstract | In this study, a new method for exposure time correction for hyperspectral imaging is introduced. Initially, hardware setup was established. Then, a look-up table holds the minimum and maximum exposure times for each band was built. By using the developed image acquisition system, images having different exposure times for each hyperspectral band were acquired. After that, various features that can represent the exposure state were identified and a dataset was established. Prediction performance of the proposed method was cross validated by artificial neural network and outcomes were interpreted. It is observed that, by using the proposed method desired exposure quality can be determined with 99% accuracy. | |
| dc.description.sponsorship | Dept Comp Engn & Elect & Elect Engn,Elect & Elect Engn,Bilkent Univ | |
| dc.identifier.endpage | 660 | |
| dc.identifier.isbn | 978-1-4673-7386-9 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.startpage | 657 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12604/5759 | |
| dc.identifier.wos | WOS:000380500900143 | |
| dc.identifier.wosquality | N/A | |
| dc.indekslendigikaynak | Web of Science | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 2015 23rd Signal Processing and Communications Applications Conference (Siu) | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | KA_20241222 | |
| dc.subject | exposure time | |
| dc.subject | exposure correction | |
| dc.subject | exposure time prediction | |
| dc.subject | image processing | |
| dc.subject | artificial neural network | |
| dc.title | Prediction of Adaptive Exposure Time in Hyperspectral Bands for Industrial Cameras | |
| dc.type | Conference Object |
