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Large Foundation Model Empowered Discriminative Underwater Image Enhancement

IEEE Transactions on Geoscience and Remote Sensing
The underwater color disparity is an important cue for enhancing an underwater image. Applying the underwater color disparity indiscriminately to the entire underwater image tends to give rise to foreground-background crosstalk with either excessive ...
Hao Wang, Kevin Köser, P. Ren
semanticscholar   +1 more source

Underwater image processing

Proceedings of the Thirteenth ACM International Conference on Underwater Networks & Systems, 2018
Aiming at solving the problems of "halo pseudo-color" and detail blur of underwater image by existing algorithm, a new color restoration of multi-scale Retinex(MSRCR) image enhancement algorithm based on guided filter of sobel operator is proposed.
Lu Teng, Feng Xue
openaire   +1 more source

TAFormer: A Transmission-Aware Transformer for Underwater Image Enhancement

IEEE transactions on circuits and systems for video technology (Print)
The attenuation and scattering of different colors of light underwater are wavelength- and distance-dependent, leading to various degradation problems in underwater images. When enhancing underwater images, many deep learning-based methods rely solely on
Yuanyuan Li   +4 more
semanticscholar   +1 more source

Advanced Underwater Imaging

2009
Abstract : The long-term goal of this research is to advance the knowledge necessary to develop wide-swath laser-based underwater imaging systems that provide greater sensitivity over longer ranges than existing systems. In addition, since existing imaging systems are physically incompatible with small form-factor Autonomous Underwater Vehicles (AUVs),
Walter B. Britton   +2 more
openaire   +1 more source

Deep Underwater Image Quality Assessment With Explicit Degradation Awareness Embedding

IEEE Transactions on Image Processing
Underwater Image Quality Assessment (UIQA) is currently an area of intensive research interest. Existing deep learning-based UIQA models always learn a deep neural network to directly map the input degraded underwater image into a final quality score via
Qiuping Jiang   +6 more
semanticscholar   +1 more source

Underwater Image Captioning With AquaSketch-Enhanced Cross-Scale Information Fusion

IEEE Transactions on Geoscience and Remote Sensing
Underwater image captioning bridges the gap between visual perception and semantic understanding of underwater scenes, playing a crucial role in applications such as ocean geoscience and underwater remote sensing.
Huanyu Li   +4 more
semanticscholar   +1 more source

Underwater acoustic imaging

Proceedings of the IEEE, 1979
Underwater acoustic imaging systems are useful in providing underwater observation and inspection capabilities whenever optical systems cannot. Underwater acoustic imaging is a part of the larger field of acoustic imaging, and as such, has its own peculiarities and attributes as compared with the rest of the acoustic imaging field.
openaire   +1 more source

Underwater Image Enhancement via Weighted Wavelet Visual Perception Fusion

IEEE transactions on circuits and systems for video technology (Print)
Underwater images typically suffer from various quality degradation issues due to the scattering and absorption of light, but these degraded-quality underwater images are unbeneficial for analysis and applications.
Weidong Zhang   +6 more
semanticscholar   +1 more source

Non-Uniform Illumination Underwater Image Restoration via Illumination Channel Sparsity Prior

IEEE transactions on circuits and systems for video technology (Print)
Underwater image quality is seriously degraded due to the insufficient light in water. Although artificial illumination can assist imaging, it often brings non-uniform illumination phenomenon.
Guojia Hou   +5 more
semanticscholar   +1 more source

Underwater Image Rendering Survey

2023
The underwater world has gained more attention in research in the last few years. This is related to ocean exploration in many industries. Images are a helpful data source for many tasks in underwater exploration but face several issues related to light behavior in this environment.
Barbosa, Lucas   +1 more
openaire   +1 more source

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