{"total":159,"rows":[{"id":"2111.11843","title":"U-shape Transformer for Underwater Image Enhancement","created":"2021-11-23","cited_by_count":112,"area":null},{"id":"2311.16845","title":"Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration","created":"2023-11-28","cited_by_count":88,"area":null},{"id":"2303.09101","title":"Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank","created":"2023-03-16","cited_by_count":71,"area":null},{"id":"2306.08918","title":"PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-Discriminators","created":"2023-06-15","cited_by_count":49,"area":null},{"id":"2303.13511","title":"Neural Preset for Color Style Transfer","created":"2023-03-23","cited_by_count":36,"area":null},{"id":"2409.17345","title":"SeaSplat: Representing Underwater Scenes with 3D Gaussian Splatting and a Physically Grounded Image Formation Model","created":"2024-09-25","cited_by_count":36,"area":null},{"id":"2101.02073","title":"Shallow-UWnet : Compressed Model for Underwater Image Enhancement","created":"2021-01-06","cited_by_count":35,"area":null},{"id":"2108.09650","title":"Domain Adaptation for Underwater Image Enhancement","created":"2021-08-22","cited_by_count":35,"area":null},{"id":"2201.02832","title":"SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale Perception","created":"2022-01-08","cited_by_count":33,"area":null},{"id":"2209.13091","title":"WaterNeRF: Neural Radiance Fields for Underwater Scenes","created":"2022-09-27","cited_by_count":29,"area":null},{"id":"2209.12358","title":"UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots","created":"2022-09-26","cited_by_count":27,"area":null},{"id":"2506.16960","title":"Visual-Instructed Degradation Diffusion for All-in-One Image Restoration","created":"2025-06-20","cited_by_count":26,"area":null},{"id":"2106.07910","title":"Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration","created":"2021-06-15","cited_by_count":23,"area":null},{"id":"2302.08269","title":"SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real Images","created":"2023-02-16","cited_by_count":23,"area":null},{"id":"2203.11006","title":"Underwater Light Field Retention : Neural Rendering for Underwater Imaging","created":"2022-03-21","cited_by_count":22,"area":null},{"id":"2305.08824","title":"Five A$^{+}$ Network: You Only Need 9K Parameters for Underwater Image Enhancement","created":"2023-05-15","cited_by_count":22,"area":null},{"id":"2501.12981","title":"UniUIR: Considering Underwater Image Restoration as An All-in-One Learner","created":"2025-01-22","cited_by_count":22,"area":null},{"id":"2304.03384","title":"Beyond NeRF Underwater: Learning Neural Reflectance Fields for True Color Correction of Marine Imagery","created":"2023-04-06","cited_by_count":19,"area":null},{"id":"2404.14542","title":"UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement","created":"2024-04-22","cited_by_count":18,"area":null},{"id":"2501.02701","title":"Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis","created":"2025-01-06","cited_by_count":17,"area":null},{"id":"2308.05447","title":"A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement","created":"2023-08-10","cited_by_count":16,"area":null},{"id":"2106.10718","title":"Underwater Image Restoration via Contrastive Learning and a Real-world Dataset","created":"2021-06-20","cited_by_count":15,"area":null},{"id":"2412.01456","title":"Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond","created":"2024-12-02","cited_by_count":15,"area":null},{"id":"2412.18459","title":"Underwater Image Restoration via Polymorphic Large Kernel CNNs","created":"2024-12-24","cited_by_count":14,"area":null},{"id":"2507.01838","title":"MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices","created":"2025-07-02","cited_by_count":12,"area":null},{"id":"2103.09697","title":"Single Underwater Image Restoration by Contrastive Learning","created":"2021-03-17","cited_by_count":11,"area":null},{"id":"2308.15816","title":"Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement","created":"2023-08-30","cited_by_count":11,"area":null},{"id":"2308.11932","title":"Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement","created":"2023-08-23","cited_by_count":10,"area":null},{"id":"2202.08537","title":"Domain Adaptation for Underwater Image Enhancement via Content and Style Separation","created":"2022-02-17","cited_by_count":9,"area":null},{"id":"2203.07155","title":"Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris Detection","created":"2022-03-14","cited_by_count":9,"area":null},{"id":"2310.20210","title":"UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer","created":"2023-10-31","cited_by_count":9,"area":null},{"id":"2405.19684","title":"A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning","created":"2024-05-30","cited_by_count":9,"area":null},{"id":"2407.04230","title":"A Physical Model-Guided Framework for Underwater Image Enhancement and Depth Estimation","created":"2024-07-05","cited_by_count":9,"area":null},{"id":"2506.17455","title":"AQUA20: A Benchmark Dataset for Underwater Species Classification under Challenging Conditions","created":"2025-06-20","cited_by_count":9,"area":null},{"id":"2105.01299","title":"LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement","created":"2021-05-04","cited_by_count":8,"area":null},{"id":"2404.17936","title":"FDCE-Net: Underwater Image Enhancement with Embedding Frequency and Dual Color Encoder","created":"2024-04-27","cited_by_count":8,"area":null},{"id":"2107.02660","title":"HybrUR: A Hybrid Physical-Neural Solution for Unsupervised Underwater Image Restoration","created":"2021-07-06","cited_by_count":7,"area":null},{"id":"2211.10608","title":"Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement","created":"2022-11-19","cited_by_count":7,"area":null},{"id":"2311.09253","title":"The Perception-Robustness Tradeoff in Deterministic Image Restoration","created":"2023-11-14","cited_by_count":7,"area":null},{"id":"2312.15633","title":"MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility","created":"2023-12-25","cited_by_count":7,"area":null},{"id":"2405.08419","title":"WaterMamba: Visual State Space Model for Underwater Image Enhancement","created":"2024-05-14","cited_by_count":7,"area":null},{"id":"2411.10682","title":"Underwater Image Enhancement with Cascaded Contrastive Learning","created":"2024-11-16","cited_by_count":7,"area":null},{"id":"2411.18296","title":"HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning","created":"2024-11-27","cited_by_count":7,"area":null},{"id":"2211.10026","title":"DGD-cGAN: A Dual Generator for Image Dewatering and Restoration","created":"2022-11-18","cited_by_count":6,"area":null},{"id":"2404.03998","title":"PHISWID: Physics-Inspired Underwater Image Dataset Synthesized from RGB-D Images","created":"2024-04-05","cited_by_count":6,"area":null},{"id":"2504.19198","title":"Adaptive Dual-domain Learning for Underwater Image Enhancement","created":"2025-04-27","cited_by_count":6,"area":null},{"id":"2102.00670","title":"Twice Mixing: A Rank Learning based Quality Assessment Approach for Underwater Image Enhancement","created":"2021-02-01","cited_by_count":5,"area":null},{"id":"2104.01073","title":"Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising","created":"2021-04-02","cited_by_count":5,"area":null},{"id":"2212.09129","title":"SUCRe: Leveraging Scene Structure for Underwater Color Restoration","created":"2022-12-18","cited_by_count":5,"area":null},{"id":"2306.14141","title":"A Gated Cross-domain Collaborative Network for Underwater Object Detection","created":"2023-06-25","cited_by_count":5,"area":null},{"id":"2308.00931","title":"WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond","created":"2023-08-02","cited_by_count":5,"area":null},{"id":"2308.12738","title":"Learning Heavily-Degraded Prior for Underwater Object Detection","created":"2023-08-24","cited_by_count":5,"area":null},{"id":"2309.04708","title":"UnitModule: A Lightweight Joint Image Enhancement Module for Underwater Object Detection","created":"2023-09-09","cited_by_count":5,"area":null},{"id":"2403.11506","title":"End-To-End Underwater Video Enhancement: Dataset and Model","created":"2024-03-18","cited_by_count":5,"area":null},{"id":"2603.01767","title":"Downstream Task Inspired Underwater Image Enhancement: A Perception-Aware Study from Dataset Construction to Network Design","created":"2026-03-02","cited_by_count":5,"area":null},{"id":"2201.00977","title":"Underwater Object Classification and Detection: first results and open challenges","created":"2022-01-04","cited_by_count":4,"area":null},{"id":"2208.03319","title":"Underwater enhancement based on a self-learning strategy and attention mechanism for high-intensity regions","created":"2022-08-04","cited_by_count":4,"area":null},{"id":"2212.08983","title":"Adaptive deep learning framework for robust unsupervised underwater image enhancement","created":"2022-12-18","cited_by_count":4,"area":null},{"id":"2306.08344","title":"UIERL: Internal-External Representation Learning Network for Underwater Image Enhancement","created":"2023-06-14","cited_by_count":4,"area":null},{"id":"2406.01294","title":"CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement","created":"2024-06-03","cited_by_count":4,"area":null},{"id":"2501.14265","title":"Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement","created":"2025-01-24","cited_by_count":4,"area":null},{"id":"2308.08721","title":"RFD-ECNet: Extreme Underwater Image Compression with Reference to Feature Dictionar","created":"2023-08-17","cited_by_count":3,"area":null},{"id":"2311.00246","title":"RAUNE-Net: A Residual and Attention-Driven Underwater Image Enhancement Method","created":"2023-11-01","cited_by_count":3,"area":null},{"id":"2312.06946","title":"WaterHE-NeRF: Water-ray Tracing Neural Radiance Fields for Underwater Scene Reconstruction","created":"2023-12-12","cited_by_count":3,"area":null},{"id":"2411.05886","title":"UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors","created":"2024-11-08","cited_by_count":3,"area":null},{"id":"2503.20485","title":"Underwater Image Enhancement by Convolutional Spiking Neural Networks","created":"2025-03-26","cited_by_count":3,"area":null},{"id":"2507.02373","title":"UVLM: Benchmarking Video Language Model for Underwater World Understanding","created":"2025-07-03","cited_by_count":3,"area":null},{"id":"2511.16321","title":"WWE-UIE: A Wavelet & White Balance Efficient Network for Underwater Image Enhancement","created":"2025-11-20","cited_by_count":3,"area":null},{"id":"2603.26385","title":"Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration","created":"2026-03-27","cited_by_count":3,"area":null},{"id":"2108.09023","title":"Single Underwater Image Enhancement Using an Analysis-Synthesis Network","created":"2021-08-20","cited_by_count":2,"area":null},{"id":"2207.05331","title":"Robotic Detection of a Human-Comprehensible Gestural Language for Underwater Multi-Human-Robot Collaboration","created":"2022-07-12","cited_by_count":2,"area":null},{"id":"2303.06543","title":"MetaUE: Model-based Meta-learning for Underwater Image Enhancement","created":"2023-03-12","cited_by_count":2,"area":null},{"id":"2405.16197","title":"A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior","created":"2024-05-25","cited_by_count":2,"area":null},{"id":"2408.10653","title":"UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement","created":"2024-08-20","cited_by_count":2,"area":null},{"id":"2409.19269","title":"PDCFNet: Enhancing Underwater Images through Pixel Difference Convolution","created":"2024-09-28","cited_by_count":2,"area":null},{"id":"2411.01119","title":"AquaFuse: Waterbody Fusion for Physics Guided View Synthesis of Underwater Scenes","created":"2024-11-02","cited_by_count":2,"area":null},{"id":"2502.20651","title":"The Common Objects Underwater (COU) Dataset for Robust Underwater Object Detection","created":"2025-02-28","cited_by_count":2,"area":null},{"id":"2507.02270","title":"MAC-Lookup: Multi-Axis Conditional Lookup Model for Underwater Image Enhancement","created":"2025-07-03","cited_by_count":2,"area":null},{"id":"2507.06234","title":"Unveiling the Underwater World: CLIP Perception Model-Guided Underwater Image Enhancement","created":"2025-04-29","cited_by_count":2,"area":null},{"id":"2509.15011","title":"Sea-ing Through Scattered Rays: Revisiting the Image Formation Model for Realistic Underwater Image Generation","created":"2025-09-18","cited_by_count":2,"area":null},{"id":"2512.02258","title":"Exploring the Potentials of Spiking Neural Networks for Image Deraining","created":"2025-12-01","cited_by_count":2,"area":null},{"id":"2203.04822","title":"A high-precision underwater object detection based on joint self-supervised deblurring and improved spatial transformer network","created":"2022-03-09","cited_by_count":1,"area":null},{"id":"2204.04199","title":"Underwater Image Enhancement Using Pre-trained Transformer","created":"2022-04-08","cited_by_count":1,"area":null},{"id":"2209.02221","title":"USLN: A statistically guided lightweight network for underwater image enhancement via dual-statistic white balance and multi-color space stretch","created":"2022-09-06","cited_by_count":1,"area":null},{"id":"2211.14821","title":"Towards Realistic Underwater Dataset Generation and Color Restoration","created":"2022-11-27","cited_by_count":1,"area":null},{"id":"2307.03536","title":"Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios","created":"2023-07-07","cited_by_count":1,"area":null},{"id":"2307.11470","title":"A Semi-supervised Physics-Aware Triple-Stream Underwater Image Enhancement Network","created":"2023-07-21","cited_by_count":1,"area":null},{"id":"2308.04892","title":"Transmission and Color-guided Network for Underwater Image Enhancement","created":"2023-08-09","cited_by_count":1,"area":null},{"id":"2406.18628","title":"IDA-UIE: An Iterative Framework for Deep Network-based Degradation Aware Underwater Image Enhancement","created":"2024-06-26","cited_by_count":1,"area":null},{"id":"2408.17339","title":"Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method","created":"2024-08-30","cited_by_count":1,"area":null},{"id":"2409.09779","title":"Underwater Image Enhancement via Dehazing and Color Restoration","created":"2024-09-15","cited_by_count":1,"area":null},{"id":"2501.06273","title":"Underwater Image Enhancement using Generative Adversarial Networks: A Survey","created":"2025-01-10","cited_by_count":1,"area":null},{"id":"2503.03640","title":"An Adaptive Underwater Image Enhancement Framework via Multi-Domain Fusion and Color Compensation","created":"2025-03-05","cited_by_count":1,"area":null},{"id":"2503.11893","title":"UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis","created":"2025-03-14","cited_by_count":1,"area":null},{"id":"2504.01243","title":"FUSION: Frequency-guided Underwater Spatial Image recOnstructioN","created":"2025-04-01","cited_by_count":1,"area":null},{"id":"2505.09986","title":"High Quality Underwater Image Compression with Adaptive Color Correction","created":"2025-05-15","cited_by_count":1,"area":null},{"id":"2505.19895","title":"Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement","created":"2025-05-26","cited_by_count":1,"area":null},{"id":"2507.11562","title":"Expert Operational GANS: Towards Real-Color Underwater Image Restoration","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2507.15036","title":"EBA-AI: Ethics-Guided Bias-Aware AI for Efficient Underwater Image Enhancement and Coral Reef Monitoring","created":"2025-07-20","cited_by_count":1,"area":null},{"id":"2507.21715","title":"Impact of Underwater Image Enhancement on Feature Matching","created":"2025-07-29","cited_by_count":1,"area":null}],"next_cursor":"100"}