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UIE

Underwater image enhancement is a technique used to improve the quality of underwater images. Due to the unique properties of the underwater environment, images captured underwater often suffer from degradation caused by absorption and scattering of light. These effects can result in low contrast, blurred images with a dominant blue or green color cast. Enhancement techniques aim to correct these issues and improve the visibility within the image. These methods can include color correction to remove the color cast, contrast enhancement to improve the visibility of underwater objects, and dehazing techniques to reduce the scattering effect. These enhancements are crucial in various applications, including underwater exploration, marine biology research, underwater archaeology, and in improving the performance of underwater vision systems used in autonomous underwater vehicles.

Papers

Showing 1120 of 56 papers

TitleStatusHype
Toward Sufficient Spatial-Frequency Interaction for Gradient-aware Underwater Image EnhancementCode1
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image EnhancementCode1
FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color EncoderCode1
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real ImagesCode1
Twice Mixing: A Rank Learning based Quality Assessment Approach for Underwater Image EnhancementCode1
Reinforced Swin-Convs Transformer for Underwater Image EnhancementCode1
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image EnhancementCode1
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language ModelCode1
O-Mamba: O-shape State-Space Model for Underwater Image EnhancementCode1
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