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Image Enhancement and Restoration Methods for Underwater Images
2014In this chapter, the authors provide an overview of state-of-the-art image enhancement and restoration techniques for underwater images. Underwater imaging is one of the challenging tasks in the field of image processing and computer vision. Usually, underwater images suffer from non-uniform lighting, low contrast, diminished color, and blurring due to
C. J. Prabhakar, P. U. Praveen Kumar
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Underwater Image Restoration Based on An Improved Underwater Image Formation Model
2022 14th International Conference on Wireless Communications and Signal Processing (WCSP), 2022XinNan Fan +4 more
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Model based image restoration of underwater scenes
Annual Meeting Optical Society of America, 1989Underwater images suffer degradation as a result of the noise introduced by the water column between the object and the imaging device. This noise includes such problems as suspended particle scattering and unequal spectral attenuation. These result in a significant degradation of the image.
J. Warren Blaker, Michael V. Morelli
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Underwater-GAN: Underwater Image Restoration via Conditional Generative Adversarial Network
2018Underwater image restoration is still a challenging task until now, because underwater images are degenerated due to the complex underwater imaging environment and poor light condition. The image degeneration includes color distortion, low contrast, and blur.
Xiaoli Yu, Yanyun Qu, Ming Hong
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Color Restoration Method of Underwater Multispectral Images
2017Capturing accurate spectral data in water is challenging due to the heavily non-uniform attenuation of light in water across the visible spectrum. We build a spectrum, restoration method of underwater multispectral images in clear water. Firstly, a model for underwater imaging is established that takes attenuation and interface transmission of water ...
Ping Yang +6 more
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Enhancement and Restoration of Underwater Images
The aim of exploring the deep undersea world map, a picture of high quality without interfering objects is preferred. However, within the water, the image quality tends to be hampered by light scattering, water density, and light attenuation. effects. Besides, the dynamic interference may affect the important underwater map.openaire +1 more source
Towards Domain Adaptation Underwater Image Enhancement and Restoration
Multimedia Systems, 2022Chao Yang +3 more
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UNDERWATER IMAGE RESTORATION USING SYNTHESIZED MODELS
2020K Reshma Sri +4 more
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Automated molecular-image cytometry and analysis in modern oncology
Nature Reviews Materials, 2020Ralph Weissleder, Hakho Lee
exaly