High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras

Abstract : Spectral filter arrays imaging exhibits a strong similarity with color filter arrays. This permits us to embed this technology in practical vision systems with little adaptation of the existing solutions. In this communication, we define an imaging pipeline that permits high dynamic range (HDR)-spectral imaging, which is extended from color filter arrays. We propose an implementation of this pipeline on a prototype sensor and evaluate the quality of our implementation results on real data with objective metrics and visual examples. We demonstrate that we reduce noise, and, in particular we solve the problem of noise generated by the lack of energy balance. Data are provided to the community in an image database for further research.
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https://hal-univ-bourgogne.archives-ouvertes.fr/hal-01553091
Contributeur : Le2i - Université de Bourgogne <>
Soumis le : lundi 3 juillet 2017 - 14:16:33
Dernière modification le : samedi 14 juillet 2018 - 01:06:05

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Pierre Lapray, Jean-Baptiste Thomas, Pierre Gouton. High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras. Sensors, MDPI, 2017, 17 (6), pii: E1281. 〈https://www.ncbi.nlm.nih.gov/pubmed/28587192〉. 〈10.3390/s17061281〉. 〈hal-01553091〉

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