학술논문

Underwater image enhancement by attenuation inversionwith quaternions
Document Type
Conference
Source
2009 IEEE International Conference on Acoustics, Speech and Signal Processing Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on. :1177-1180 Apr, 2009
Subject
Signal Processing and Analysis
Components, Circuits, Devices and Systems
Image enhancement
Attenuation
Quaternions
Optical attenuators
Optical scattering
Light scattering
Layout
Pixel
Particle scattering
Color
Underwater images
Images enhancement
Colorimetry
Language
ISSN
1520-6149
2379-190X
Abstract
In this paper, an underwater image enhancement method using quaternions is presented. This work aims to improve color rendition and contrast of the objects, as if the scene has been taken out of water. This method is based on light attenuation inversion after processing a color space contraction using quaternions. Applied to the white, the attenuation gives a hue vector caracterizing the water color. Using this reference axis, geometrical transformations into the color space are computed with quaternions. Pixels of water areas of processed images are moved to gray or colors with a low saturation whereas the objects remain fully colored. Thus, the contrast of the observed scene is significantly improved and the difference between the background and the rest of the image is increased, giving a first approach towards a pre-segmentation step.