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Illumination-robust multispectral demosaicing
- Source :
- 7th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA 2017), 7th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA 2017), Nov 2017, Montreal, Canada. pp.1-6, ⟨10.1109/IPTA.2017.8310135⟩, The sixth IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA), The sixth IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2017, Montreal, Canada. 2018, 〈10.1109/IPTA.2017.8310135〉, IPTA
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- International audience; Snapshot multispectral cameras that are equipped with filter arrays acquire a raw image that represents the radiance of a scene over the electromagnetic spectrum at video rate. These cameras require a demosaicing procedure to estimate a multispectral image with full spatio-spectral definition. Such a procedure is based on spectral correlation properties that are sensitive to illumination. In this paper, we first highlight the influence of illumination on demosaicing performances. Then we propose camera-, illumination-, and raw image-based normalisations that make demosaicing robust to illumination. Experimental results on state-of-the-art demosaicing algorithms show that such normalisations improve the quality of multispectral images estimated from raw images acquired under various illuminations.
- Subjects :
- Demosaicing
Index Terms Image demosaicing
Computer science
Electromagnetic spectrum
business.industry
Multispectral image
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Hyperspectral imaging
Spectral correlation
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
02 engineering and technology
[ INFO.INFO-CV ] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
Multispectral filter array
01 natural sciences
010309 optics
Illumination
0103 physical sciences
0202 electrical engineering, electronic engineering, information engineering
Radiance
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
business
Snapshot camera
ComputingMethodologies_COMPUTERGRAPHICS
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 7th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA 2017), 7th IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA 2017), Nov 2017, Montreal, Canada. pp.1-6, ⟨10.1109/IPTA.2017.8310135⟩, The sixth IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA), The sixth IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2017, Montreal, Canada. 2018, 〈10.1109/IPTA.2017.8310135〉, IPTA
- Accession number :
- edsair.doi.dedup.....9e5a271eb97ce514b3e0ca81210acb0a
- Full Text :
- https://doi.org/10.1109/IPTA.2017.8310135⟩