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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 2650 of 56 papers

TitleStatusHype
FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color EncoderCode1
UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video EnhancementCode2
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPsCode0
A Real-Time Framework for Domain-Adaptive Underwater Object Detection with Image Enhancement0
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information ExtractionCode2
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image EnhancementCode1
CPDM: Content-Preserving Diffusion Model for Underwater Image Enhancement0
YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information ExtractionCode2
DGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement0
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
Semi-supervised Underwater Image Enhancement Using A Physics-Aware Triple-Stream Network0
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information ExtractionCode0
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-DiscriminatorsCode0
UIERL: Internal-External Representation Learning Network for Underwater Image EnhancementCode0
Schema-adaptable Knowledge Graph ConstructionCode1
CodeIE: Large Code Generation Models are Better Few-Shot Information ExtractorsCode1
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction0
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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