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Color reproduction from low-SNR multispectral images using spatio-spectral Wiener estimation
- Source :
- Optics express. 16(6)
- Publication Year :
- 2008
-
Abstract
- It is possible to capture images with high-fidelity color by using a spectrum-based color image reproduction method that estimates the spectral information of objects from a multispectral image along with information from illumination. When multispectral images do not have a sufficient signal-to-noise ratio (SNR), the accuracy of the spectral and color estimation will be reduced. To improve color estimation accuracy, this paper proposes a spatio-spectral Wiener estimation, which uses spatial correlation as well as spectral correlation. In order to show the effectiveness of the proposed method, computer simulations and an experiment are carried out using a six-channel video camera. As a result, it is assured that the proposed method improves color estimation accuracy and suppresses color noise.
- Subjects :
- medicine.medical_specialty
Color histogram
Computer science
Multispectral image
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Video Recording
Color
Video camera
Multispectral pattern recognition
law.invention
Optics
law
Digital image processing
Image Interpretation, Computer-Assisted
medicine
Image resolution
Lighting
Demosaicing
business.industry
Color image
Spectrum Analysis
Signal Processing, Computer-Assisted
Image Enhancement
Atomic and Molecular Physics, and Optics
Spectral imaging
Imaging spectroscopy
Computer Science::Computer Vision and Pattern Recognition
Colorimetry
business
Algorithms
Subjects
Details
- ISSN :
- 10944087
- Volume :
- 16
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Optics express
- Accession number :
- edsair.doi.dedup.....6aac9da3e0f70cbdf05ae0acfa49ff69