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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 125 of 56 papers

TitleStatusHype
Adaptive Dual-domain Learning for Underwater Image EnhancementCode2
Crab: A Unified Audio-Visual Scene Understanding Model with Explicit CooperationCode2
Underwater Image Enhancement by Diffusion Model with Customized CLIP-ClassifierCode2
UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video EnhancementCode2
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information ExtractionCode2
YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information ExtractionCode2
Unified Structure Generation for Universal Information ExtractionCode2
Underwater Image Enhancement with Cascaded Contrastive LearningCode1
Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit ModelsCode1
O-Mamba: O-shape State-Space Model for 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
Underwater Variable Zoom: Depth-Guided Perception Network for Underwater Image EnhancementCode1
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image EnhancementCode1
UIEDP:Underwater Image Enhancement with Diffusion PriorCode1
Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image RestorationCode1
RAUNE-Net: A Residual and Attention-Driven Underwater Image Enhancement MethodCode1
Toward Sufficient Spatial-Frequency Interaction for Gradient-aware Underwater Image EnhancementCode1
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
Schema-adaptable Knowledge Graph ConstructionCode1
CodeIE: Large Code Generation Models are Better Few-Shot Information ExtractorsCode1
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language ModelCode1
SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real ImagesCode1
Underwater Ranker: Learn Which Is Better and How to Be BetterCode1
Uncertainty Inspired Underwater Image EnhancementCode1
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