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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
U-shape Transformer for Underwater Image EnhancementCode1
Schema-adaptable Knowledge Graph ConstructionCode1
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
RD-UIE: Relation-Driven State Space Modeling for Underwater Image EnhancementCode0
A Physical Model-Guided Framework for Underwater Image Enhancement and Depth EstimationCode0
Data-driven input reconstruction and experimental validationCode0
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information ExtractionCode0
Label Drop for Multi-Aspect Relation Modeling in Universal Information ExtractionCode0
Mamba-UIE: Enhancing Underwater Images with Physical Model ConstraintCode0
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPsCode0
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-DiscriminatorsCode0
A Comprehensive Survey on Underwater Image Enhancement Based on Deep LearningCode0
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelCode0
SINET: Sparsity-driven Interpretable Neural Network for Underwater Image EnhancementCode0
UIERL: Internal-External Representation Learning Network for Underwater Image EnhancementCode0
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image EnhancementCode0
Underwater Image Enhancement by Convolutional Spiking Neural NetworksCode0
UIF: An Objective Quality Assessment for Underwater Image Enhancement0
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU0
A Real-Time Framework for Domain-Adaptive Underwater Object Detection with Image Enhancement0
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction0
Semi-supervised Underwater Image Enhancement Using A Physics-Aware Triple-Stream Network0
Image-Conditional Diffusion Transformer for Underwater Image Enhancement0
IDA-UIE: An Iterative Framework for Deep Network-based Degradation Aware Underwater Image Enhancement0
Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems0
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