HDR Imaging Pipeline for Spectral Filter Array Cameras
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Titre | HDR Imaging Pipeline for Spectral Filter Array Cameras |
Type de publication | Conference Paper |
Year of Publication | 2017 |
Auteurs | Thomas J-B, Lapray P-J, Gouton P |
Editor | Sharma P, Bianchi FM |
Conference Name | IMAGE ANALYSIS, SCIA 2017, PT II |
Publisher | Norsk Forening Bildebehandling Monstergjenkjenning; Univ Tromso; UiT Machine Learning Grp; IAPR; Res Council Norway; Norsk Regnesentral; SINTEF |
Conference Location | GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND |
ISBN Number | 978-3-319-59129-2; 978-3-319-59128-5 |
Mots-clés | High Dynamic Range, Imaging pipeline, Multispectral imaging, Spectral filter arrays |
Résumé | Multispectral single shot imaging systems can benefit computer vision applications in needs of a compact and affordable imaging system. Spectral filter arrays technology meets the requirement, but can lead to artifacts due to inhomogeneous intensity levels between spectral channels due to filter manufacturing constraints, illumination and object properties. One solution to solve this problem is to use high dynamic range imaging techniques on these sensors. We define a spectral imaging pipeline that incorporates high dynamic range, demosaicing and color image visualization. Qualitative evaluation is based on real images captured with a prototype of spectral filter array sensor in the visible and near infrared. |
DOI | 10.1007/978-3-319-59129-2_34 |