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Dehaze-attention: enhancing image dehazing with a multi-scale, attention-based deep learning framework. [PDF]
Sci RepHuang H, Ho GTS, Geda MW, Li M, Tang YM.
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A vision transformer based CNN for underwater image enhancement ViTClarityNet. [PDF]
Sci RepFathy ME +3 more
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Construction of a High-Precision Underwater 3D Reconstruction System Based on Line Laser. [PDF]
Sensors (Basel)Xu H, Zeng Y, Qiu M, Wang X.
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Underwater image restoration via Stokes decomposition
Optics Letters, 2022In this Letter, we present a Stokes imaging-based method to restore objects and enhance image contrast in turbid water. In the system, a light source illuminates the objects with two orthometric polarization states; based on a new Stokes decomposition model, the recorded images are converted to Stokes maps and subsequently restored to a clear image ...
Xiaobo Li +4 more
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Multi-frame underwater image restoration
SPIE Proceedings, 2011Ability to image underwater is highly desired for scientific and military applications, including optical communications, submarine awareness, diver visibility, and mine detection. Underwater imaging is severely impaired by scattering and optical turbulence associated with refraction index fluctuations.
A. V. Kanaev, W. Hou, S. Woods
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Self-Tuning Underwater Image Restoration
IEEE Journal of Oceanic Engineering, 2006A self-tuning image restoration filter based on a simplified version of the Jaffe-McGlamery underwater image formation model is presented. Optimal values of the filter parameters are estimated automatically for each individual image by optimizing a quality criterion based on a global contrast measure.
E. Trucco, A.T. Olmos-Antillon
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Restoring turbulence-degraded underwater images
SPIE Newsroom, 2012Abstract : Underwater imaging is essential for a variety of scientific and military applications, such as optical communications, situational awareness, diver visibility, and mine detection. Unfortunately underwater imaging is severely impaired by scattering and optical turbulence associated with refraction index fluctuations.
Andrey Kanaev, Weilin Hou
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Estimation-based approach for underwater image restoration
Optics Letters, 2011For underwater image restoration, modeling of PSF relies on a priori knowledge of the inherent optical properties under water. But full knowledge-based restoration could be corrupted by the complexity and instability of the application environments. Concerned with representation of the backscattering noise of underwater image, this Letter proposes a ...
Guoyu, Wang, Bing, Zheng, Fei Fei, Sun
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Deep Underwater Image Restoration and Beyond
IEEE Signal Processing Letters, 2020Underwater image restoration is a challenging problem due to the multiple distortions. Degradation in the information is mainly due to the 1) light scattering effect 2) wavelength dependent color attenuation and 3) object blurriness effect. In this letter, we propose a novel end-to-end deep network for underwater image restoration. The proposed network
Akshay Dudhane +3 more
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