6533b859fe1ef96bd12b78a9
RESEARCH PRODUCT
High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras
Jean-baptiste ThomasPierre-jean LaprayPierre Goutonsubject
medicine.medical_specialtySimilarity (geometry)Computer sciencePipeline (computing)Multispectral imageComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONspectral imaging02 engineering and technology[ SPI.SIGNAL ] Engineering Sciences [physics]/Signal and Image processinglcsh:Chemical technology01 natural sciencesBiochemistryArticleAnalytical Chemistry010309 optics[SPI]Engineering Sciences [physics]Color gel0103 physical sciences[ INFO.INFO-TI ] Computer Science [cs]/Image Processing0202 electrical engineering electronic engineering information engineeringmedicine[ SPI ] Engineering Sciences [physics]Computer visionlcsh:TP1-1185Electrical and Electronic EngineeringInstrumentationHigh dynamic rangeComputingMilieux_MISCELLANEOUSbusiness.industryhigh dynamic rangespectral filter arraysAtomic and Molecular Physics and Opticsspectral imaging; spectral filter arrays; high dynamic range; image databaseSpectral imagingNoiseFilter (video)[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]020201 artificial intelligence & image processingArtificial intelligencebusiness[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processingimage databasedescription
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. ©2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
year | journal | country | edition | language |
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2017-06-01 |