Details
| Originalsprache | Englisch |
|---|---|
| Titel des Sammelwerks | EOS Annual Meeting (EOSAM 2020) |
| Herausgeber/-innen | H. Michinel, M. F. Costa, O. Fraazao |
| Herausgeber (Verlag) | EDP Sciences |
| Seitenumfang | 2 |
| Publikationsstatus | Veröffentlicht - 20 Aug. 2020 |
Publikationsreihe
| Name | EPJ Web of Conferences |
|---|---|
| Herausgeber (Verlag) | EDP Sciences |
| Band | 238 |
| ISSN (Print) | 2101-6275 |
| ISSN (elektronisch) | 2100-014X |
Abstract
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EOS Annual Meeting (EOSAM 2020). Hrsg. / H. Michinel; M. F. Costa; O. Fraazao. EDP Sciences, 2020. (EPJ Web of Conferences; Band 238).
Publikation: Beitrag in Buch/Bericht/Sammelwerk/Konferenzband › Aufsatz in Konferenzband › Forschung
}
TY - GEN
T1 - Super-resolution for 2.5D height data of microstructured surfaces using the vdsr network
AU - Siemens, Stefan
AU - Kästner, Markus
AU - Reithmeier, Eduard
PY - 2020/8/20
Y1 - 2020/8/20
N2 - In this work super-resolution imaging is used to enhance 2.5D height data of thermal sprayed Al2O3 ceramics with stochastically microstructured surfaces. The data is obtained by means of a confocal laser scanning microscope. By implementing and training a Very Deep Super-Resolution neural network to generate residual images an improvement of the peak signal-to-noise ratio and structural similarity index can be observed when compared to classic interpolation methods.
AB - In this work super-resolution imaging is used to enhance 2.5D height data of thermal sprayed Al2O3 ceramics with stochastically microstructured surfaces. The data is obtained by means of a confocal laser scanning microscope. By implementing and training a Very Deep Super-Resolution neural network to generate residual images an improvement of the peak signal-to-noise ratio and structural similarity index can be observed when compared to classic interpolation methods.
U2 - 10.1051/epjconf/202023806014
DO - 10.1051/epjconf/202023806014
M3 - Conference contribution
T3 - EPJ Web of Conferences
BT - EOS Annual Meeting (EOSAM 2020)
A2 - Michinel, H.
A2 - Costa, M. F.
A2 - Fraazao, O.
PB - EDP Sciences
ER -