SOTAVerified

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
RD-UIE: Relation-Driven State Space Modeling for Underwater Image EnhancementCode0
Adaptive Dual-domain Learning for Underwater Image EnhancementCode2
Underwater Image Enhancement by Convolutional Spiking Neural NetworksCode0
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach0
Crab: A Unified Audio-Visual Scene Understanding Model with Explicit CooperationCode2
Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution0
Label Drop for Multi-Aspect Relation Modeling in Universal Information ExtractionCode0
Color Correction Meets Cross-Spectral Refinement: A Distribution-Aware Diffusion for Underwater Image Restoration0
Underwater Image Enhancement with Cascaded Contrastive LearningCode1
Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit ModelsCode1
RUIE: Retrieval-based Unified Information Extraction using Large Language ModelCode0
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU0
SINET: Sparsity-driven Interpretable Neural Network for Underwater Image EnhancementCode0
O-Mamba: O-shape State-Space Model for Underwater Image EnhancementCode1
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image EnhancementCode0
Mamba-UIE: Enhancing Underwater Images with Physical Model ConstraintCode0
Image-Conditional Diffusion Transformer for Underwater Image Enhancement0
A Physical Model-Guided Framework for Underwater Image Enhancement and Depth EstimationCode0
IDA-UIE: An Iterative Framework for Deep Network-based Degradation Aware Underwater Image Enhancement0
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image EnhancementCode1
A Comprehensive Survey on Underwater Image Enhancement Based on Deep LearningCode0
Underwater Image Enhancement by Diffusion Model with Customized CLIP-ClassifierCode2
Enhancing User Interest based on Stream Clustering and Memory Networks in Large-Scale Recommender Systems0
WaterMamba: Visual State Space Model for Underwater Image Enhancement0
FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color EncoderCode1
Show:102550
← PrevPage 1 of 3Next →

No leaderboard results yet.