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Underwater image processing and analysis: A review

https://doi.org/10.1016/j.image.2020.116088

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-23687-7_34openalex-snapshot

Underwater Image Enhancement: Using Wavelength Compensation and Image Dehazing (WCID)

inferredcites →https://doi.org/10.1007/s11804-011-1043-8openalex-snapshot

A fast underwater optical image segmentation algorithm based on a histogram weighted fuzzy c-means improved by PSO

inferredcites →https://doi.org/10.1007/s12204-016-1724-1openalex-snapshot

Saliency motivated pulse coupled neural network for underwater laser image segmentation

inferredcites →https://doi.org/10.1016/j.asoc.2019.04.025openalex-snapshot

The extended marine underwater environment database and baseline evaluations

inferredcites →https://doi.org/10.1016/j.compind.2018.03.034openalex-snapshot

Comprehensive assessment of non-uniform illumination for 3D heightmap reconstruction in outdoor environments

inferredcites →https://doi.org/10.1016/j.future.2016.03.004openalex-snapshot

MapReduce-based fast fuzzy c-means algorithm for large-scale underwater image segmentation

inferredcites →https://doi.org/10.1016/j.image.2019.05.015openalex-snapshot

Bio-inspired optimization algorithms for real underwater image restoration

inferredcites →https://doi.org/10.1016/j.image.2019.115723openalex-snapshot

Underwater image enhancement based on conditional generative adversarial network

inferredcites →https://doi.org/10.1016/j.ins.2014.01.019openalex-snapshot

Illumination-insensitive texture discrimination based on illumination compensation and enhancement

inferredcites →https://doi.org/10.1016/j.isprsjprs.2019.06.004openalex-snapshot

Direct linear and refraction-invariant pose estimation and calibration model for underwater imaging

inferredcites →https://doi.org/10.1016/j.jvcir.2018.03.008openalex-snapshot

Integrating QDWD with pattern distinctness and local contrast for underwater saliency detection

inferredcites →https://doi.org/10.1016/j.jvcir.2018.06.018openalex-snapshot

Single-shot underwater image restoration: A visual quality-aware method based on light propagation model

inferredcites →https://doi.org/10.1016/j.jvcir.2018.10.008openalex-snapshot

Saliency detection based on directional patches extraction and principal local color contrast

inferredcites →https://doi.org/10.1016/j.neucom.2017.03.029openalex-snapshot

Underwater image enhancement via extended multi-scale Retinex

inferredcites →https://doi.org/10.1016/j.neucom.2017.09.044openalex-snapshot

Transferring deep knowledge for object recognition in Low-quality underwater videos

inferredcites →https://doi.org/10.1016/j.neucom.2018.10.089openalex-snapshot

Underwater salient object detection by combining 2D and 3D visual features

inferredcites →https://doi.org/10.1016/j.optlastec.2013.07.003openalex-snapshot

Visual-adaptation-mechanism based underwater object extraction

inferredcites →https://doi.org/10.1016/j.patcog.2019.107038openalex-snapshot

Underwater scene prior inspired deep underwater image and video enhancement

inferredcites →https://doi.org/10.1016/j.patrec.2017.05.023openalex-snapshot

A hybrid method for underwater image correction

inferredcites →https://doi.org/10.1049/iet-ipr.2018.5237openalex-snapshot

Deep pixel‐to‐pixel network for underwater image enhancement and restoration

inferredcites →https://doi.org/10.1109/access.2017.2648845openalex-snapshot

Underwater Image Super-Resolution by Descattering and Fusion

inferredcites →https://doi.org/10.1109/access.2017.2733003openalex-snapshot

Underwater 3-D Scene Reconstruction Using Kinect v2 Based on Physical Models for Refraction and Time of Flight Correction

inferredcites →https://doi.org/10.1109/access.2017.2753796openalex-snapshot

Underwater Image Restoration via Maximum Attenuation Identification

inferredcites →https://doi.org/10.1109/access.2018.2845855openalex-snapshot

Color Transfer Pulse-Coupled Neural Networks for Underwater Robotic Visual Systems

inferredcites →https://doi.org/10.1109/access.2018.2855725openalex-snapshot

Subsea Pipeline Corrosion Estimation by Restoring and Enhancing Degraded Underwater Images

inferredcites →https://doi.org/10.1109/access.2018.2875344openalex-snapshot

Underwater Image Restoration Based on A New Underwater Image Formation Model

inferredcites →https://doi.org/10.1109/access.2019.2897691openalex-snapshot

Low-Light Underwater Image Enhancement for Deep-Sea Tripod

inferredcites →https://doi.org/10.1109/access.2019.2911132openalex-snapshot

Generalized Robust PCA: A New Distance Metric Method for Underwater Target Recognition

inferredcites →https://doi.org/10.1109/access.2019.2919711openalex-snapshot

Underwater Object Segmentation Integrating Transmission and Saliency Features

inferredcites →https://doi.org/10.1109/access.2019.2925209openalex-snapshot

Underwater Image High Definition Display Using the Multilayer Perceptron and Color Feature-Based SRCNN

inferredcites →https://doi.org/10.1109/access.2019.2928976openalex-snapshot

Underwater Image Enhancement With a Deep Residual Framework

inferredcites →https://doi.org/10.1109/access.2019.2936029openalex-snapshot

Underwater Image Enhancement Based on Removing Light Source Color and Dehazing

inferredcites →https://doi.org/10.1109/access.2019.2938981openalex-snapshot

A New Degradation Model for Imaging in Natural Water and Validation Through Image Recovery

inferredcites →https://doi.org/10.1109/cchi.2019.8901912openalex-snapshot

Object Detection Algorithm Based on Deformable Convolutional Networks for Underwater Images

inferredcites →https://doi.org/10.1109/cchi48931.2019openalex-snapshot

2019 2nd China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI)

inferredcites →https://doi.org/10.1109/cvpr.2018.00703openalex-snapshot

A Revised Underwater Image Formation Model

inferredcites →https://doi.org/10.1109/cvprw.2017.136openalex-snapshot

Locally Adaptive Color Correction for Underwater Image Dehazing and Matching

inferredcites →https://doi.org/10.1109/cvprw.2017.224openalex-snapshot

Underwater Image Dehazing with a Light Field Camera

inferredcites →https://doi.org/10.1109/icassp.2016.7471973openalex-snapshot

Single underwater image restoration by blue-green channels dehazing and red channel correction

inferredcites →https://doi.org/10.1109/icassp17257.2015openalex-snapshot

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

inferredcites →https://doi.org/10.1109/iccsec.2017.8446733openalex-snapshot

Saliency Detection of Underwater Target Based on Spatial Probability

inferredcites →https://doi.org/10.1109/iccsec43039.2017openalex-snapshot

2017 International Conference on Computer Systems, Electronics and Control (ICCSEC)

inferredcites →https://doi.org/10.1109/iciea.2008.4582970openalex-snapshot

A method of underwater image segmentation based on discrete Fractional Brownian Random Field

inferredcites →https://doi.org/10.1109/iciea13090.2008openalex-snapshot

2008 3rd IEEE Conference on Industrial Electronics and Applications

inferredcites →https://doi.org/10.1109/icip.2011.6115744openalex-snapshot

Fusion-based restoration of the underwater images

inferredcites →https://doi.org/10.1109/icip.2013.6738704openalex-snapshot

Underwater image enhancement using guided trigonometric bilateral filter and fast automatic color correction

inferredcites →https://doi.org/10.1109/icip.2014.7025927openalex-snapshot

A retinex-based enhancing approach for single underwater image

inferredcites →https://doi.org/10.1109/icip.2016.7532707openalex-snapshot

Underwater image restoration based on minimum information loss principle and optical properties of underwater imaging

inferredcites →https://doi.org/10.1109/icip.2018.8451209openalex-snapshot

Joint Residual Learning for Underwater Image Enhancement

inferredcites →https://doi.org/10.1109/icip.2018.8451400openalex-snapshot

Background Light Estimation for Depth-Dependent Underwater Image Restoration

inferredcites →https://doi.org/10.1109/icip15918.2013openalex-snapshot

2013 IEEE International Conference on Image Processing

inferredcites →https://doi.org/10.1109/icip17223.2011openalex-snapshot

2011 18th IEEE International Conference on Image Processing

inferredcites →https://doi.org/10.1109/icip30522.2015openalex-snapshot

2015 IEEE International Conference on Image Processing (ICIP)

inferredcites →https://doi.org/10.1109/icip34834.2018openalex-snapshot

2018 25th IEEE International Conference on Image Processing (ICIP)

inferredcites →https://doi.org/10.1109/icip38660.2017openalex-snapshot

2017 IEEE International Conference on Image Processing (ICIP)

inferredcites →https://doi.org/10.1109/icme.2019.00099openalex-snapshot

Compounded Layer-Prior Unrolling: A Unified Transmission-Based Image Enhancement Framework

inferredcites →https://doi.org/10.1109/icme44524.2019openalex-snapshot

2019 IEEE International Conference on Multimedia and Expo (ICME)

inferredcites →https://doi.org/10.1109/joe.2018.2808973openalex-snapshot

A Low-Complexity Mosaicing Algorithm for Stock Assessment of Seabed-Burrowing Species

inferredcites →https://doi.org/10.1109/jphot.2018.2791517openalex-snapshot

Underwater Image Recovery Under the Nonuniform Optical Field Based on Polarimetric Imaging

inferredcites →https://doi.org/10.1109/jphot.2018.2890286openalex-snapshot

Underwater Imaging Based on LF and Polarization

inferredcites →https://doi.org/10.1109/jphot.2019.2927746openalex-snapshot

Imaging Through Turbid Media With Vague Concentrations Based on Cosine Similarity and Convolutional Neural Network

inferredcites →https://doi.org/10.1109/jphot.2019.2932952openalex-snapshot

Four Sub-Channel Single Sideband Generation of Vector mm-Wave Based on an I/Q Modulator

inferredcites →https://doi.org/10.1109/lsp.2018.2792050openalex-snapshot

Emerging From Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer

inferredcites →https://doi.org/10.1109/lsp.2018.2831630openalex-snapshot

Underwater Image Color Correction using Exposure-Bracketing Imaging

inferredcites →https://doi.org/10.1109/oceans-kobe39585.2018openalex-snapshot

2018 OCEANS - MTS/IEEE Kobe Techno-Oceans (OTO)

inferredcites →https://doi.org/10.1109/oceansap.2016.7485370openalex-snapshot

Underwater image feature extraction and matching based on visual saliency detection

inferredcites →https://doi.org/10.1109/oceansap.2016.7485498openalex-snapshot

Saliency segmentation and foreground extraction of underwater image based on localization

inferredcites →https://doi.org/10.1109/oceanse.2017.8084742openalex-snapshot

Underwater image segmentation with co-saliency detection and local statistical active contour model

inferredcites →https://doi.org/10.1109/oceanskobe.2018.8559050openalex-snapshot

Towards Underwater Object Recognition Based on Supervised Learning

inferredcites →https://doi.org/10.1109/tci.2017.2669867openalex-snapshot

Object Depth Profile and Reflectivity Restoration From Sparse Single-Photon Data Acquired in Underwater Environments

inferredcites →https://doi.org/10.1109/tcsvt.2019.2963772openalex-snapshot

Real-World Underwater Enhancement: Challenges, Benchmarks, and Solutions Under Natural Light

inferredcites →https://doi.org/10.1109/tcyb.2014.2356200openalex-snapshot

Visual-Patch-Attention-Aware Saliency Detection

inferredcites →https://doi.org/10.1109/tgrs.2019.2925070openalex-snapshot

Nested Network With Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images

inferredcites →https://doi.org/10.1109/tip.2011.2179666openalex-snapshot

Underwater Image Enhancement by Wavelength Compensation and Dehazing

inferredcites →https://doi.org/10.1109/tip.2016.2612882openalex-snapshot

Underwater Image Enhancement by Dehazing With Minimum Information Loss and Histogram Distribution Prior

inferredcites →https://doi.org/10.1109/tip.2017.2759252openalex-snapshot

Color Balance and Fusion for Underwater Image Enhancement

inferredcites →https://doi.org/10.1109/tip.2018.2887029openalex-snapshot

Hierarchical Features Driven Residual Learning for Depth Map Super-Resolution

inferredcites →https://doi.org/10.1109/tip.2019.2955241openalex-snapshot

An Underwater Image Enhancement Benchmark Dataset and Beyond

inferredcites →https://doi.org/10.1109/tmm.2019.2933334openalex-snapshot

PDR-Net: Perception-Inspired Single Image Dehazing Network With Refinement

inferredcites →https://doi.org/10.1109/tnnls.2018.2862631openalex-snapshot

Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond

inferredcites →https://doi.org/10.1109/vcip.2017.8305027openalex-snapshot

A new underwater image enhancing method via color correction and illumination adjustment

inferredcites →https://doi.org/10.1109/vcip43772.2018openalex-snapshot

2018 IEEE Visual Communications and Image Processing (VCIP)

inferredcites →https://doi.org/10.1117/1.oe.56.11.113101openalex-snapshot

Refractive laser triangulation and photometric stereo in underwater environment

inferredcites →https://doi.org/10.1155/2014/609801openalex-snapshot

A Biological Hierarchical Model Based Underwater Moving Object Detection

inferredcites →https://doi.org/10.1364/josaa.32.000886openalex-snapshot

Contrast enhancement for images in turbid water

inferredcites →https://doi.org/10.1587/transinf.2016edp7486openalex-snapshot

Enhancing Underwater Color Images via Optical Imaging Model and Non-Local Means Denoising

inferredcites →https://doi.org/10.3390/rs11131591openalex-snapshot

Underwater Image Restoration Based on a Parallel Convolutional Neural Network

inferredcites →https://doi.org/10.3390/s17081784openalex-snapshot

Monocular Vision-Based Underwater Object Detection

inferredcites →https://doi.org/10.3390/s18010196openalex-snapshot

Underwater Object Segmentation Based on Optical Features

inferredcites →https://doi.org/10.5244/c.29.125openalex-snapshot

Hierarchical rank-based veiling light estimation for underwater dehazing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Biomimetic Hydrodynamic Sensor with Whisker Array Architecture and Multidirectional Perception Ability

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Automated Marking of Underwater Animals Using a Cascade of Neural Networks

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Triboelectric Nanogenerator for Underwater Sensing

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EUWOD-16: An Extended Dataset for Underwater Object Detection

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Enhancing Underwater Imagery with AI/ML and IoT in ROV Technology

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Deep Learning-Based Medical Image Enhancement: A Review

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Evaluating Pre-processing Approaches for Enhanced Underwater Trash Detection

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YOLOv9-N: An Underwater Image Instance Segmentation Algorithm Based on YOLOv9 and Improved Non-local Modules

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Underwater target recognition based on adaptive multi-feature fusion network

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Quantum implementation of image registration

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Underwater image enhancement based on multiscale fusion generative adversarial network

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Paradigm-shifting the subaquatic frontier: advancements and prospects of integrated underwater systems for future applications

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Underwater object detection and datasets: a survey

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Bi2F-YOLO: a novel framework for underwater object detection based on YOLOv7

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Semi-supervised underwater image restoration based on dual-mean teachers and hybrid attention

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A review of underwater robot technologies for inland waterway inspection and maintenance: the pinglu canal scenario

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A robust multi-scale feature fusion model for low-quality multi-source data in underwater environments

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Rapid array images stitching for underwater structures based on camera integrated calibration with multi-scale detectable features pattern

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Dual attention and cross physical-guided Transformers for simultaneous enhancement and super-resolution of underwater imagery

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Single Underwater Image Enhancement Using Integrated Variational Model

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Underwater image enhancement using adaptive standardization and normalization networks

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CFENet: Cost-effective underwater image enhancement network via cascaded feature extraction

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Unsupervised learning method for underwater concrete crack image enhancement and augmentation based on cross domain translation strategy

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Physics-informed data synthesis and an attention-aware GAN for multi-class underwater dam damage image enhancement

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Automated marine litter investigation for underwater images using a zero-shot pipeline

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Underwater image segmentation via the progressive network of dual iterative complement enhancement

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Fault Tree Analysis of Sensor Technologies for Autonomous UUV Navigation

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Depth-aware total variation regularization for underwater image dehazing

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Underwater image restoration by color compensation and color-line model

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FloodNet: Underwater image restoration based on residual dense learning

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Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter

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Deep learning-based underwater species recognition: Advances, benchmarks and challenges

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HASNet: Underwater image enhancement via Hierarchical Attention and Serial-Stage Decomposition

inferred← citeshttps://doi.org/10.1016/j.imavis.2024.104995openalex-snapshot

Underwater image quality optimization: Researches, challenges, and future trends

inferred← citeshttps://doi.org/10.1016/j.imavis.2025.105466openalex-snapshot

Innovative underwater image enhancement algorithm: Combined application of adaptive white balance color compensation and pyramid image fusion to submarine algal microscopy

inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102809openalex-snapshot

Cascaded frameworks in underwater optical image restoration

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2025.07.031openalex-snapshot

DPF-Net: Physical imaging model embedded data-driven underwater image enhancement

inferred← citeshttps://doi.org/10.1016/j.jvcir.2024.104068openalex-snapshot

Coarse-to-fine underwater image enhancement with lightweight CNN and attention-based refinement

inferred← citeshttps://doi.org/10.1016/j.jvcir.2024.104166openalex-snapshot

Scientific mapping and bibliometric analysis of research advancements in underwater image enhancement

inferred← citeshttps://doi.org/10.1016/j.jvcir.2026.104710openalex-snapshot

USRNet: A simple yet effective Underwater Scene Restoration Network

inferred← citeshttps://doi.org/10.1016/j.knosys.2022.109997openalex-snapshot

Degradation-aware and color-corrected network for underwater image enhancement

inferred← citeshttps://doi.org/10.1016/j.knosys.2024.111672openalex-snapshot

A dual-branch joint learning network for underwater object detection

inferred← citeshttps://doi.org/10.1016/j.marenvres.2025.107510openalex-snapshot

A novel underwater Holothurians monitoring system using consumer-grade amphibious UAV with Mamba-based Super-Resolution Reconstruction and enhanced YOLOv10

inferred← citeshttps://doi.org/10.1016/j.marpolbul.2025.118136openalex-snapshot

Toward smart ocean monitoring: Real-time detection of marine litter using YOLOv12 in support of pollution mitigation

inferred← citeshttps://doi.org/10.1016/j.measurement.2023.112844openalex-snapshot

Development of an intelligent underwater recognition system based on the deep reinforcement learning algorithm in an autonomous underwater vehicle

inferred← citeshttps://doi.org/10.1016/j.measurement.2026.121308openalex-snapshot

High-precision underwater 3D measurement system for AUV mapping using binocular multi-line laser

inferred← citeshttps://doi.org/10.1016/j.nanoen.2022.107210openalex-snapshot

Underwater bionic whisker sensor based on triboelectric nanogenerator for passive vortex perception

inferred← citeshttps://doi.org/10.1016/j.neucom.2022.04.074openalex-snapshot

Evaluation of underwater image enhancement algorithms based on Retinex and its implementation on embedded systems

inferred← citeshttps://doi.org/10.1016/j.neucom.2023.01.056openalex-snapshot

A systematic review and analysis of deep learning-based underwater object detection

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134815openalex-snapshot

LQTARanker: A ranking-based task-oriented assessment framework for low-quality images

inferred← citeshttps://doi.org/10.1016/j.neunet.2025.108210openalex-snapshot

LAMSNN: Learnable adaptive modulation for artifact suppression in spiking underwater image enhancement networks

inferred← citeshttps://doi.org/10.1016/j.oceaneng.2023.113909openalex-snapshot

Research on the identification and distribution of biofouling using underwater cleaning robot based on deep learning

inferred← citeshttps://doi.org/10.1016/j.oceaneng.2024.118367openalex-snapshot

Underwater visual surveillance: A comprehensive survey

inferred← citeshttps://doi.org/10.1016/j.oceaneng.2024.118946openalex-snapshot

Anti-disturbance control strategy in capture stage for AUV dynamic base docking with optical guided constraints

inferred← citeshttps://doi.org/10.1016/j.oceaneng.2024.119274openalex-snapshot

Robust visual-based localization and mapping for underwater vehicles: A survey

inferred← citeshttps://doi.org/10.1016/j.oceaneng.2025.122623openalex-snapshot

A rapid extraction method via cascaded successive variational mode decomposition: Case studies on ship-radiated noise and underwater LiDAR

inferred← citeshttps://doi.org/10.1016/j.oceaneng.2026.127044openalex-snapshot

Water-VGGT: Leveraging visual geometry and water-optics for robust 3D reconstruction in underwater environments

inferred← citeshttps://doi.org/10.1016/j.optcom.2024.131353openalex-snapshot

Underwater reflective single-pixel imaging based on parallel networks through strong scattering media under low sampling rates

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2024.108575openalex-snapshot

Attenuated color channel adaptive correction and bilateral weight fusion for underwater image enhancement

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2025.109044openalex-snapshot

Underwater image enhancement based on the interaction of global and local features

inferred← citeshttps://doi.org/10.1016/j.optlaseng.2026.109830openalex-snapshot

Beyond RGB: A YCbCr-based structure-color decoupling network for underwater image enhancement

inferred← citeshttps://doi.org/10.1016/j.optlastec.2024.111957openalex-snapshot

MSDA-HLGCformer-based context-aware fusion network for underwater organism detection

inferred← citeshttps://doi.org/10.1016/j.optlastec.2025.113195openalex-snapshot

Scene-aware atmospheric light estimation and superpixel transmission model for underwater image restoration

inferred← citeshttps://doi.org/10.1016/j.optlastec.2026.114795openalex-snapshot

Real-UDPM: real-time underwater image enhancement based on fast conditional denoising diffusion probabilistic model

inferred← citeshttps://doi.org/10.1016/j.optlastec.2026.115102openalex-snapshot

U-HEBLIL: A blue-laser LiDAR system enabling high-resolution underwater imaging at 15.53ALs in ocean turbulence environment

inferred← citeshttps://doi.org/10.1016/j.optlastec.2026.116262openalex-snapshot

Real-time underwater de-backscatter by polarization modulator and imaging quality peak tracking for degree of polarization estimation

inferred← citeshttps://doi.org/10.1016/j.procs.2025.04.531openalex-snapshot

An Analytical Review of Underwater Image Enhancement Techniques

inferred← citeshttps://doi.org/10.1016/j.rineng.2024.102460openalex-snapshot

An efficient approach to detect and segment underwater images using Swin Transformer

inferred← citeshttps://doi.org/10.1016/j.robot.2024.104744openalex-snapshot

A review of advances in underwater humanoid robots for human–machine cooperation

inferred← citeshttps://doi.org/10.1016/j.scitotenv.2023.162826openalex-snapshot

Instant Deep Sea Debris Detection for Maneuverable Underwater Machines to Build Sustainable Ocean Using Deep Neural Network

inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109408openalex-snapshot

Algorithms for improving the quality of underwater optical images: A comprehensive review

inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109879openalex-snapshot

Correction of underwater images via fast centroid method and Wasserstein regularization

inferred← citeshttps://doi.org/10.1017/s0263574722001059openalex-snapshot

EHDC: enhanced dilated convolution framework for underwater blurred target recognition

inferred← citeshttps://doi.org/10.1021/acsnano.1c10936openalex-snapshot

Underwater Multispectral Computational Imaging Based on a Broadband Water-Resistant Sb2Se3 Heterojunction Photodetector

inferred← citeshttps://doi.org/10.1038/s41467-023-43675-4openalex-snapshot

Ultrasonic barrier-through imaging by Fabry-Perot resonance-tailoring panel

inferred← citeshttps://doi.org/10.1038/s41598-025-12723-yopenalex-snapshot

Automated underwater image analysis reveals sediment patterns and megafauna distribution in the tropical Atlantic

inferred← citeshttps://doi.org/10.1038/s41598-025-23746-wopenalex-snapshot

Underwater dam image enhancement based on CNN-transformer fusion

inferred← citeshttps://doi.org/10.1038/s41598-025-25090-5openalex-snapshot

Cyber physical solutions for aquatic monitoring using YOLO with BCP loss for intelligent underwater camouflaged object detection

inferred← citeshttps://doi.org/10.1038/s41598-026-35001-xopenalex-snapshot

An accurate realtime underwater object segmentation using improved dual-domain YOLOv11-UOS with physics guided adaptive enhancement and attention-boosting

inferred← citeshttps://doi.org/10.1038/s41598-026-44542-0openalex-snapshot

Adaptive lightweight mask R-CNN model for underwater debris instance segmentation and classification towards sustainable marine waste management

inferred← citeshttps://doi.org/10.1038/s41598-026-44628-9openalex-snapshot

Real-time underwater object detection via frequency-domain dynamics and spatially enhanced feature modulation

inferred← citeshttps://doi.org/10.1049/ipr2.12433openalex-snapshot

Underwater image enhancement with latent consistency learning‐based color transfer

inferred← citeshttps://doi.org/10.1049/ipr2.12544openalex-snapshot

Integrating deep learning and traditional image enhancement techniques for underwater image enhancement

inferred← citeshttps://doi.org/10.1049/rsn2.70249openalex-snapshot

AI‐Driven Intelligent and Explainable SONAR for Underwater Acoustic Sensing

inferred← citeshttps://doi.org/10.1063/5.0245936openalex-snapshot

Computational polarized holography for automatic monitoring of microplastics in scattering aquatic environments

inferred← citeshttps://doi.org/10.1063/5.0283491openalex-snapshot

Physics-informed two-stage neural network enables computational ghost imaging through unknown scattering media

inferred← citeshttps://doi.org/10.1080/17445302.2024.2356941openalex-snapshot

A novel bionic mantis shrimp robot for tracking underwater moving objects

inferred← citeshttps://doi.org/10.1080/19479832.2024.2423788openalex-snapshot

Underwater image quality enhancement using fusion of adaptive colour correction and improved contrast enhancement strategy

inferred← citeshttps://doi.org/10.1088/1402-4896/ad6e3bopenalex-snapshot

An improved YOLOv8 model enhanced with detail and global features for underwater object detection

inferred← citeshttps://doi.org/10.1098/rsos.251833openalex-snapshot

Using machine learning effectively in marine benthic ecology: a question-driven toolkit

inferred← citeshttps://doi.org/10.1109/access.2023.3250616openalex-snapshot

A Comprehensive Review of Deep Learning-Based Real-World Image Restoration

inferred← citeshttps://doi.org/10.1109/access.2024.3465550openalex-snapshot

Seeing Through the Haze: A Comprehensive Review of Underwater Image Enhancement Techniques

inferred← citeshttps://doi.org/10.1109/access.2024.3524593openalex-snapshot

Studies on Underwater Image Processing Using Artificial Intelligence Technologies

inferred← citeshttps://doi.org/10.1109/access.2025.3600666openalex-snapshot

Reinforcement Learning-Driven Framework for Robust Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/ants59832.2023.10468877openalex-snapshot

In-motion Underwater Sidescan Sonar Image Segmentation using Dynamic NSGA-II Algorithm

inferred← citeshttps://doi.org/10.1109/apscon63569.2025.11144302openalex-snapshot

Coral Reef Detection Using Deep Learning With Attenuation And Backscatter

inferred← citeshttps://doi.org/10.1109/auv61864.2024.11030401openalex-snapshot

Adaptive Image Restoration and Object Detection and Tracking using Semantic Segmentation and Cross-Correlation based trackers for light-weight embedded devices

inferred← citeshttps://doi.org/10.1109/cait68620.2025.11424749openalex-snapshot

CAGNet: HVI-based Dual-Path Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/cipcv61763.2024.00011openalex-snapshot

Underwater Image Enhancement Based on Image Feature Fusion

inferred← citeshttps://doi.org/10.1109/cisp-bmei60920.2023.10373346openalex-snapshot

An Identity Based Method for Tracking Fish

inferred← citeshttps://doi.org/10.1109/conecct65861.2025.11306663openalex-snapshot

Hybrid Mean-Max Color Correction Algorithm with LAB Contrast Adjustment for Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/csrswtc64338.2024.10811580openalex-snapshot

DPT-YOLO: An Improved Underwater Object Detection Model Based on YOLO

inferred← citeshttps://doi.org/10.1109/cvidl62147.2024.10603577openalex-snapshot

Underwater image enhancement algorithm based on color correction and area dehazing

inferred← citeshttps://doi.org/10.1109/cvprw63382.2024.00142openalex-snapshot

Gain-first or Exposure-first: Benchmark for Better Low-light Video Photography and Enhancement

inferred← citeshttps://doi.org/10.1109/gcwot69191.2026.11499716openalex-snapshot

Deep Learning Based Underwater Image Detection and Processing for Oceanography

inferred← citeshttps://doi.org/10.1109/icarc64760.2025.10963105openalex-snapshot

Underwater Image Enhancement Using Depth Estimation and a Transformer-GAN Model

inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10095380openalex-snapshot

Underwater Image Restoration with Light-Aware Progressive Network

inferred← citeshttps://doi.org/10.1109/iccv51070.2023.00126openalex-snapshot

WaterMask: Instance Segmentation for Underwater Imagery

inferred← citeshttps://doi.org/10.1109/iceace60673.2023.10442744openalex-snapshot

Research on Attention-Driven Unsupervised Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/icesc70182.2026.11687080openalex-snapshot

Light Through Turbulent Waters: BER Analysis of Image Transmission in Underwater Optical Wireless Systems

inferred← citeshttps://doi.org/10.1109/icetci57876.2023.10176682openalex-snapshot

Underwater Image Processing Method of Boric Acid Pool in Nuclear Power Plant Based on Machine Vision

inferred← citeshttps://doi.org/10.1109/icic3s61846.2024.10603380openalex-snapshot

Enhancing Underwater Imagery with Feature-Parallel Multi-Scale Attention and Spatially Enhanced Global Representation Transformer

inferred← citeshttps://doi.org/10.1109/iciscae59047.2023.10393232openalex-snapshot

Physics-based Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/icmnwc63764.2024.10872074openalex-snapshot

YOLOv7-ConvTrans: Hybrid Vision Transformer with YOLOv7 for Underwater Object Detection

inferred← citeshttps://doi.org/10.1109/icoac59537.2023.10250023openalex-snapshot

Performance Evaluation of a Multi-Class Classification Model for Marine Objects

inferred← citeshttps://doi.org/10.1109/icpics66386.2025.11347287openalex-snapshot

Research on Underwater Image Processing Methods Based on Particle Swarm Optimization and Reinforcement Learning Optimization

inferred← citeshttps://doi.org/10.1109/icseti67678.2026.11636550openalex-snapshot

A hybrid deep learning based underwater image processing integration of CNN, DDPM and Self-Attention mechanisms

inferred← citeshttps://doi.org/10.1109/icsse61472.2024.10608973openalex-snapshot

Underwater Image Enhancement for Depth Estimation via Various Image Processing Techniques

inferred← citeshttps://doi.org/10.1109/icsss54381.2022.9782296openalex-snapshot

To Develop Multi-Object Detection and Recognition Using Improved GP-FRCNN Method

inferred← citeshttps://doi.org/10.1109/icus55513.2022.9986534openalex-snapshot

Improved Shallow-UWnet for Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/icus61736.2024.10840006openalex-snapshot

A Structural Re-Parameterization Multiple Object Tracking Algorithm for Underwater Unmanned Autonomous Systems

inferred← citeshttps://doi.org/10.1109/ie64880.2025.11130056openalex-snapshot

Integrated Underwater Data Transmission and Object Detection System Using TinyML and Multi-Hop Networks

inferred← citeshttps://doi.org/10.1109/ies63037.2024.10665816openalex-snapshot

Performance Evaluation of YOLO-Based Deep Learning Models for Real-Time Armour Unit Detection with Image Pre-processing Method

inferred← citeshttps://doi.org/10.1109/isacc65211.2025.10969373openalex-snapshot

Real-Time Underwater Trash Object Detection Using Enhanced YOLOv8

inferred← citeshttps://doi.org/10.1109/isas59543.2023.10164579openalex-snapshot

Real-time Underwater Target Tracking Using PP-YOLO and Cloud Computing

inferred← citeshttps://doi.org/10.1109/joe.2024.3429653openalex-snapshot

Underwater Image Enhancement via Modeling White Degradation

inferred← citeshttps://doi.org/10.1109/joe.2024.3458348openalex-snapshot

Vector Quantized Underwater Image Enhancement With Transformers

inferred← citeshttps://doi.org/10.1109/jstars.2024.3522202openalex-snapshot

Sustainable Environmental Monitoring: Multistage Fusion Algorithm for Remotely Sensed Underwater Super-Resolution Image Enhancement and Classification

inferred← citeshttps://doi.org/10.1109/mlmc69743.2026.11686798openalex-snapshot

USARNET: Underwater Salient Instance Segmentation via Scattering-Aware Asymmetric Re-parameterization

inferred← citeshttps://doi.org/10.1109/ntci60157.2023.10403705openalex-snapshot

UOD-FPN: An Effective Feature Pyramid Network for Underwater Object Detection

inferred← citeshttps://doi.org/10.1109/oceans51537.2024.10682303openalex-snapshot

An Improved Underwater Target Detection Algorithm Based on YOLOX

inferred← citeshttps://doi.org/10.1109/oceans58557.2025.11104722openalex-snapshot

TRAM: Transformer-Based Mask R-CNN Framework for Underwater Object Detection in Side-Scan Sonar Data

inferred← citeshttps://doi.org/10.1109/oceans66983.2026.11616888openalex-snapshot

Vision-Based Lightweight Recognition Method for AUV Propeller Fault Diagnosis

inferred← citeshttps://doi.org/10.1109/oceanslimerick52467.2023.10244506openalex-snapshot

Optical and Acoustic Imaging Comparison in a Controlled Underwater Environment

inferred← citeshttps://doi.org/10.1109/prai62207.2024.10826932openalex-snapshot

UW-DETR: Underwater Image Instance Segmentation with Co-DETR

inferred← citeshttps://doi.org/10.1109/rcar65431.2025.11139631openalex-snapshot

Comparative Analysis of Detectron2 and YOLOv11 for Strawberry Segmentation in Visual Inspection Systems*

inferred← citeshttps://doi.org/10.1109/tce.2025.3584537openalex-snapshot

Large Model Guided Semantic Segment Anything for Underwater Consumer Electronics

inferred← citeshttps://doi.org/10.1109/tci.2025.3577334openalex-snapshot

Robust Correspondence Imaging Against Random Disturbances With Single-Pixel Detection

inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3328272openalex-snapshot

TCTL-Net: Template-Free Color Transfer Learning for Self-Attention Driven Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/tcsvt.2024.3491907openalex-snapshot

Underwater Salient Object Detection via Dual-Stage Self-Paced Learning and Depth Emphasis

inferred← citeshttps://doi.org/10.1109/tcsvt.2025.3545694openalex-snapshot

Prior-Guided Dual-Reference Contrastive Learning for Underwater Object Detection

inferred← citeshttps://doi.org/10.1109/tcyb.2024.3504840openalex-snapshot

Perspective on Wearable Systems for Human Underwater Perceptual Enhancement

inferred← citeshttps://doi.org/10.1109/tetci.2026.3668671openalex-snapshot

A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning

inferred← citeshttps://doi.org/10.1109/tgrs.2023.3315772openalex-snapshot

UW-CycleGAN: Model-Driven CycleGAN for Underwater Image Restoration

inferred← citeshttps://doi.org/10.1109/tgrs.2024.3477911openalex-snapshot

Underwater Image Restoration via Constrained Color Compensation and Background Light Color Space-Based Haze-Line Model

inferred← citeshttps://doi.org/10.1109/tgrs.2024.3481491openalex-snapshot

DewaterGAN: A Physics-Guided Unsupervised Image Water Removal for UAV in Coastal Zone

inferred← citeshttps://doi.org/10.1109/tgrs.2024.3485030openalex-snapshot

Toward Individual Tone Preference in Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/tgrs.2025.3618269openalex-snapshot

UMIS-YOLO: Underwater Multimodal Images Instance Segmentation With YOLO

inferred← citeshttps://doi.org/10.1109/tgrs.2026.3715505openalex-snapshot

Self-Prior-Guided Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/tim.2024.3366583openalex-snapshot

Two-Stage Progressive Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/tim.2024.3451580openalex-snapshot

Bioinspired Whisker Sensor Based on Orthometric FBGs for Underwater Applications

inferred← citeshttps://doi.org/10.1109/tim.2025.3580836openalex-snapshot

Bionic Seal Whisker Triboelectric Sensor for Underwater Multiobject Wake Perception

inferred← citeshttps://doi.org/10.1109/tip.2026.3682126openalex-snapshot

ViT-UWA: Vision Transformer Underwater-Adapter for Dense Predictions Beneath the Water Surface

inferred← citeshttps://doi.org/10.1109/tip.2026.3689407openalex-snapshot

HRMamba: A Hybrid Retinex and State-Space Model for Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/tits.2022.3168806openalex-snapshot

Reliable Object Recognition Using Deep Transfer Learning for Marine Transportation Systems With Underwater Surveillance

inferred← citeshttps://doi.org/10.1109/tmc.2025.3642577openalex-snapshot

AquaLink: A QR Code-Driven Optical Camera Communication Framework for Underwater Network Applications

inferred← citeshttps://doi.org/10.1109/ur69537.2026.11626738openalex-snapshot

A Lightweight Non-Neural Segmentation Pipeline for Underwater Robot Vision

inferred← citeshttps://doi.org/10.1109/ut49729.2023.10103384openalex-snapshot

Time-Synchronized Projector–Camera System Design and Underwater Sharpening Image Acquisition Experiment

inferred← citeshttps://doi.org/10.1109/ut61067.2025.10947362openalex-snapshot

Development of a Time-Synchronized Projector-Camera System for High-Clarity Underwater Imaging

inferred← citeshttps://doi.org/10.1109/wacv61042.2026.00212openalex-snapshot

WWE-UIE: A Wavelet & White Balance Efficient Network for Underwater Image Enhancement

inferred← citeshttps://doi.org/10.1109/yac71005.2026.11616263openalex-snapshot

CAFNet: A Consensus-Aware Fusion Network for Underwater Salient Object Detection

inferred← citeshttps://doi.org/10.1117/1.jei.32.4.043003openalex-snapshot

Underwater polarization image fusion based on NSCT

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