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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 2130 of 56 papers

TitleStatusHype
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
Underwater Variable Zoom: Depth-Guided Perception Network for Underwater Image EnhancementCode1
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
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