Research graph
References from Decoupling color and structure via dual-branch learning for high-fidelity underwater image restoration. Local targets link to admitted publications; unresolved targets remain external evidence.
A histogram modification framework and its application for image contrast enhancement
10.1109/tip.2009.2021548 · 2009 · External reference
The 2018 PIRM challenge on perceptual image super-resolution
2018 · External reference
An underwater visual SLAM system with adaptive image enhancement
10.1016/j.oceaneng.2025.120896 · 2025 · External reference
Progressive dual-branch network for low-light image enhancement
2022 · External reference
Robust visual-based localization and mapping for underwater vehicles: A survey
10.1016/j.oceaneng.2024.119274 · 2024 · External reference
Underwater depth estimation and image restoration based on single images
10.1109/mcg.2016.26 · 2016 · External reference
10.1109/iccvw.2013.113
10.1109/iccvw.2013.113 · External reference
Enhancing underwater imagery using generative adversarial networks
2018 · External reference
SFMT-net: Underwater image enhancement framework with multi-scale spatial-frequency matching transformation network
10.1016/j.oceaneng.2026.124902 · 2026 · External reference
10.1609/aaai.v37i1.25147
10.1609/aaai.v37i1.25147 · External reference
Single image haze removal using dark channel prior
2010 · External reference
Efficient wavelet boost learning-based multi-stage progressive refinement network for underwater image enhancement
2021 · External reference
Semantic segmentation of underwater imagery: Dataset and benchmark
2020 · External reference
Fast underwater image enhancement for improved visual perception
10.1109/lra.2020.2974710 · 2020 · External reference
Computer modeling and the design of optimal underwater imaging systems
10.1109/48.50695 · 1990 · External reference
Fusing learning and non-learning: Hybrid CNN-transformer cooperative-competitive network for underwater image enhancement
10.1109/tbc.2025.3611669 · 2025 · External reference
Unresolved reference
2023 · External reference
Perceptual losses for real-time style transfer and super-resolution
2016 · External reference
Lightweight deep hybrid CNN with attention mechanism for enhanced underwater image restoration
10.1007/s00371-024-03785-6 · 2025 · External reference
10.1109/iccv48922.2021.00510
10.1109/iccv48922.2021.00510 · External reference
Peak signal-to-noise ratio revisited: Is simple beautiful?
2012 · External reference
A two-stage and two-branch generative adversarial network-based underwater image enhancement
10.1007/s00371-022-02580-5 · 2023 · External reference
Underwater image enhancement via medium transmission-guided multi-color space embedding
10.1109/tip.2021.3076367 · 2021 · External reference
Underwater image enhancement by dehazing with minimum information loss and histogram distribution prior
10.1109/tip.2016.2612882 · 2016 · External reference
An underwater image enhancement benchmark dataset and beyond
10.1109/tip.2019.2955241 · 2019 · External reference
Unresolved reference
2019 · External reference
GUDCP: Generalization of underwater dark channel prior for underwater image restoration
10.1109/tcsvt.2021.3114230 · 2021 · External reference
Real-world underwater enhancement: Challenges, benchmarks, and solutions under natural light
10.1109/tcsvt.2019.2963772 · 2020 · External reference
Compounded layer-prior unrolling: A unified transmission-based image enhancement framework
2019 · External reference
Boths: Super lightweight network-enabled underwater image enhancement
2022 · External reference
A wavelet-based dual-stream network for underwater image enhancement
2022 · External reference
Learning a no-reference quality metric for single-image super-resolution
10.1016/j.cviu.2016.12.009 · 2017 · External reference
Transmission and color-guided network for underwater image enhancement
2023 · External reference
Underwater image restoration based on image blurriness and light absorption
10.1109/tip.2017.2663846 · 2017 · External reference
Adaptive histogram equalization and its variations
10.1016/s0734-189x(87)80186-x · 1987 · External reference
Harnessing multi-resolution and multi-scale attention for underwater image restoration
2025 · External reference
SGUIE-net: Semantic attention guided underwater image enhancement with multi-scale perception
10.1109/tip.2022.3216208 · 2022 · External reference
Deep color-corrected multiscale retinex network for underwater image enhancement
2023 · External reference
Underwater image enhancement combining low-dimensional and global features
10.1007/s00371-022-02510-5 · 2023 · External reference
Underwater image enhancement: A comprehensive review, recent trends, challenges and applications
10.1007/s10462-021-10025-z · 2021 · External reference
Enhancement of underwater images with statistical model of background light and optimization of transmission map
10.1109/tbc.2019.2960942 · 2020 · External reference
Autonomous robotic systems for coral reef monitoring: Review and open research issues
10.1016/j.ecoinf.2025.103511 · 2025 · External reference
Image quality assessment: From error visibility to structural similarity
10.1109/tip.2003.819861 · 2004 · External reference
Single underwater image restoration using adaptive attenuation-curve prior
10.1109/tcsi.2017.2751671 · 2017 · External reference
Intelligent computerized video analysis for automated data extraction in wave structure interaction; a wave basin case study
10.3390/jmse13030617 · 2025 · External reference
Cbam: Convolutional block attention module
2018 · External reference
A systematic review and analysis of deep learning-based underwater object detection
10.1016/j.neucom.2023.01.056 · 2023 · External reference
10.1109/iccv51701.2025.02038
10.1109/iccv51701.2025.02038 · External reference
10.1109/cvpr52688.2022.00564
10.1109/cvpr52688.2022.00564 · External reference
STUI-NET: Semi-supervised transformer for underwater information enhancement
2024 · External reference
CDF-UIE: Leveraging cross-domain fusion for underwater image enhancement
2025 · External reference
Visual SLAM for underwater vehicles: A survey
10.1016/j.cosrev.2022.100510 · 2022 · External reference
Toward sufficient spatial-frequency interaction for gradient-aware underwater image enhancement
2024 · External reference
UGIF-net: An efficient fully guided information flow network for underwater image enhancement
2023 · External reference
HCLR-net: Hybrid contrastive learning regularization with locally randomized perturbation for underwater image enhancement
10.1007/s11263-024-01987-y · 2024 · External reference
WDFN: Wavelet-based decomposition-fusion network for low-light underwater image enhancement
2025 · External reference
Underwater image restoration using color-line model
10.1109/tcsvt.2018.2884615 · 2018 · External reference
WaveUIR: Wavelet-based guided transformer model for efficient universal image restoration
2025 · External reference
Underwater image enhancement with hyper-laplacian reflectance priors
10.1109/tip.2022.3196546 · 2022 · External reference
Underwater image enhancement combining low-dimensional and global features
10.1007/s00371-022-02510-5 · ExternalCitation · doi-reference
A two-stage and two-branch generative adversarial network-based underwater image enhancement
10.1007/s00371-022-02580-5 · ExternalCitation · doi-reference
Lightweight deep hybrid CNN with attention mechanism for enhanced underwater image restoration
10.1007/s00371-024-03785-6 · ExternalCitation · doi-reference
Underwater image enhancement: A comprehensive review, recent trends, challenges and applications
10.1007/s10462-021-10025-z · ExternalCitation · doi-reference
HCLR-net: Hybrid contrastive learning regularization with locally randomized perturbation for underwater image enhancement
10.1007/s11263-024-01987-y · ExternalCitation · doi-reference
Visual SLAM for underwater vehicles: A survey
10.1016/j.cosrev.2022.100510 · ExternalCitation · doi-reference
Learning a no-reference quality metric for single-image super-resolution
10.1016/j.cviu.2016.12.009 · ExternalCitation · doi-reference
Autonomous robotic systems for coral reef monitoring: Review and open research issues
10.1016/j.ecoinf.2025.103511 · ExternalCitation · doi-reference
A systematic review and analysis of deep learning-based underwater object detection
10.1016/j.neucom.2023.01.056 · ExternalCitation · doi-reference
Robust visual-based localization and mapping for underwater vehicles: A survey
10.1016/j.oceaneng.2024.119274 · ExternalCitation · doi-reference
An underwater visual SLAM system with adaptive image enhancement
10.1016/j.oceaneng.2025.120896 · ExternalCitation · doi-reference
SFMT-net: Underwater image enhancement framework with multi-scale spatial-frequency matching transformation network
10.1016/j.oceaneng.2026.124902 · ExternalCitation · doi-reference
Adaptive histogram equalization and its variations
10.1016/s0734-189x(87)80186-x · ExternalCitation · doi-reference
Computer modeling and the design of optimal underwater imaging systems
10.1109/48.50695 · ExternalCitation · doi-reference
10.1109/cvpr52688.2022.00564
10.1109/cvpr52688.2022.00564 · ExternalCitation · doi-reference
10.1109/iccv48922.2021.00510
10.1109/iccv48922.2021.00510 · ExternalCitation · doi-reference
10.1109/iccv51701.2025.02038
10.1109/iccv51701.2025.02038 · ExternalCitation · doi-reference
10.1109/iccvw.2013.113
10.1109/iccvw.2013.113 · ExternalCitation · doi-reference
Fast underwater image enhancement for improved visual perception
10.1109/lra.2020.2974710 · ExternalCitation · doi-reference
Underwater depth estimation and image restoration based on single images
10.1109/mcg.2016.26 · ExternalCitation · doi-reference
Enhancement of underwater images with statistical model of background light and optimization of transmission map
10.1109/tbc.2019.2960942 · ExternalCitation · doi-reference
Fusing learning and non-learning: Hybrid CNN-transformer cooperative-competitive network for underwater image enhancement
10.1109/tbc.2025.3611669 · ExternalCitation · doi-reference
Single underwater image restoration using adaptive attenuation-curve prior
10.1109/tcsi.2017.2751671 · ExternalCitation · doi-reference
Underwater image restoration using color-line model
10.1109/tcsvt.2018.2884615 · ExternalCitation · doi-reference
Real-world underwater enhancement: Challenges, benchmarks, and solutions under natural light
10.1109/tcsvt.2019.2963772 · ExternalCitation · doi-reference
GUDCP: Generalization of underwater dark channel prior for underwater image restoration
10.1109/tcsvt.2021.3114230 · ExternalCitation · doi-reference
Image quality assessment: From error visibility to structural similarity
10.1109/tip.2003.819861 · ExternalCitation · doi-reference
A histogram modification framework and its application for image contrast enhancement
10.1109/tip.2009.2021548 · ExternalCitation · doi-reference
Underwater image enhancement by dehazing with minimum information loss and histogram distribution prior
10.1109/tip.2016.2612882 · ExternalCitation · doi-reference
Underwater image restoration based on image blurriness and light absorption
10.1109/tip.2017.2663846 · ExternalCitation · doi-reference
An underwater image enhancement benchmark dataset and beyond
10.1109/tip.2019.2955241 · ExternalCitation · doi-reference
Underwater image enhancement via medium transmission-guided multi-color space embedding
10.1109/tip.2021.3076367 · ExternalCitation · doi-reference
Underwater image enhancement with hyper-laplacian reflectance priors
10.1109/tip.2022.3196546 · ExternalCitation · doi-reference
SGUIE-net: Semantic attention guided underwater image enhancement with multi-scale perception
10.1109/tip.2022.3216208 · ExternalCitation · doi-reference
10.1609/aaai.v37i1.25147
10.1609/aaai.v37i1.25147 · ExternalCitation · doi-reference
Intelligent computerized video analysis for automated data extraction in wave structure interaction; a wave basin case study
10.3390/jmse13030617 · ExternalCitation · doi-reference
