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CMAF: Cross-Modal Augmentation via Fusion for Underwater Acoustic Image Recognition

https://doi.org/10.1145/3636427
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Outgoing claims: the papers this work cites, builds on, or argues with.

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The Sound of Pixels
inferredcites →https://doi.org/10.1007/s10489-022-03275-zopenalex-snapshot
Underwater image enhancement method via multi-feature prior fusion
inferredcites →https://doi.org/10.1016/j.aquaeng.2019.102000openalex-snapshot
Integration of sonar and optical camera images using deep neural network for fish monitoring
inferredcites →https://doi.org/10.1016/j.fishres.2005.04.011openalex-snapshot
Target strength of some European fish species and its dependence on fish body parameters
inferredcites →https://doi.org/10.1016/j.image.2022.116855openalex-snapshot
FW-GAN: Underwater image enhancement using generative adversarial network with multi-scale fusion
inferredcites →https://doi.org/10.1016/j.neunet.2018.07.011openalex-snapshot
A systematic study of the class imbalance problem in convolutional neural networks
inferredcites →https://doi.org/10.1016/s0990-7440(00)01072-xopenalex-snapshot
Indice de réflexion latérale du saumon Atlantique (Salmo salar), de la truite de mer (Salmo trutta), du corégone (Coregonus lavaretus) et du brochet (Esox lucius).
inferredcites →https://doi.org/10.1016/s1054-3139(03)00036-5openalex-snapshot
A fisheries application of a dual-frequency identification sonar acoustic camera
inferredcites →https://doi.org/10.1016/s1054-3139(03)00053-5openalex-snapshot
A method for evaluating the effects of biological factors on fish target strength
inferredcites →https://doi.org/10.1017/cbo9780511977107.003openalex-snapshot
Principles of underwater sound
inferredcites →https://doi.org/10.1038/sdata.2018.190openalex-snapshot
An underwater observation dataset for fish classification and fishery assessment
inferredcites →https://doi.org/10.1109/access.2019.2916887openalex-snapshot
Deep Multimodal Representation Learning: A Survey
inferredcites →https://doi.org/10.1109/access.2019.2939005openalex-snapshot
Accurate Underwater ATR in Forward-Looking Sonar Imagery Using Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/access.2020.3011620openalex-snapshot
Channel Modeling for Underwater Acoustic Network Simulation
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00721openalex-snapshot
YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors
inferredcites →https://doi.org/10.1109/lgrs.2020.3005679openalex-snapshot
Side-Scan Sonar Image Synthesis Based on Generative Adversarial Network for Images in Multiple Frequencies
inferredcites →https://doi.org/10.1109/taes.2020.3003703openalex-snapshot
Underwater Target Tracking in Uncertain Multipath Ocean 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.2021.3085856openalex-snapshot
WaSR—A Water Segmentation and Refinement Maritime Obstacle Detection Network
inferredcites →https://doi.org/10.1109/tgrs.2022.3147367openalex-snapshot
Side-Scan Sonar Analysis Using ROI Analysis and Deep Neural Networks
inferredcites →https://doi.org/10.1109/tgrs.2022.3181417openalex-snapshot
Automatic Detection of Underwater Small Targets Using Forward-Looking Sonar Images
inferredcites →https://doi.org/10.1109/tip.2019.2955241openalex-snapshot
An Underwater Image Enhancement Benchmark Dataset and Beyond
inferredcites →https://doi.org/10.1109/tkde.2019.2905559openalex-snapshot
Model-Based Synthetic Sampling for Imbalanced Data
inferredcites →https://doi.org/10.1109/tkde.2020.2985965openalex-snapshot
Gaussian Distribution Based Oversampling for Imbalanced Data Classification
inferredcites →https://doi.org/10.1109/tnnls.2019.2913673openalex-snapshot
Radial-Based Oversampling for Multiclass Imbalanced Data Classification
inferredcites →https://doi.org/10.1109/tnnls.2022.3143887openalex-snapshot
A Survey of Deep Learning Techniques for Underwater Image Classification
inferredcites →https://doi.org/10.1109/tpami.2022.3211006openalex-snapshot
Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks
inferredcites →https://doi.org/10.1121/1.1910566openalex-snapshot
Analytic Description of the Low-Frequency Attenuation Coefficient
inferredcites →https://doi.org/10.1121/1.381672openalex-snapshot
Target strength of an individual fish at any aspect
inferredcites →https://doi.org/10.1121/1.398683openalex-snapshot
Ambient Noise in the Sea
inferredcites →https://doi.org/10.1121/1.405660openalex-snapshot
On equations for the speed of sound in seawater
inferredcites →https://doi.org/10.1145/1161039.1161049openalex-snapshot
On the relationship between capacity and distance in an underwater acoustic communication channel
inferredcites →https://doi.org/10.1145/1347364.1347373openalex-snapshot
On the relationship between capacity and distance in an underwater acoustic communication channel
inferredcites →https://doi.org/10.1145/3281746openalex-snapshot
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval
inferredcites →https://doi.org/10.1145/3489520openalex-snapshot
Leveraging Deep Statistics for Underwater Image Enhancement
inferredcites →https://doi.org/10.1145/3503161.3547869openalex-snapshot
MM-Pyramid: Multimodal Pyramid Attentional Network for Audio-Visual Event Localization and Video Parsing
inferredcites →https://doi.org/10.1145/3503161.3548203openalex-snapshot
DOMFN: A Divergence-Orientated Multi-Modal Fusion Network for Resume Assessment
inferredcites →https://doi.org/10.1145/3506708openalex-snapshot
An End-to-end Heterogeneous Restraint Network for RGB-D Cross-modal Person Re-identification
inferredcites →https://doi.org/10.1145/3510834openalex-snapshot
Distance-based Probabilistic Data Augmentation for Synthetic Minority Oversampling
inferredcites →https://doi.org/10.1145/3511021openalex-snapshot
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration
inferredcites →https://doi.org/10.1145/3552458.3556449openalex-snapshot
Multi-level Multi-modal Feature Fusion for Action Recognition in Videos
inferredcites →https://doi.org/10.1577/t04-052.1openalex-snapshot
A Target Strength and Length Relationship for Striped Bass and White Perch
inferredcites →https://doi.org/10.15832/ankutbd.1031130openalex-snapshot
IsVoNet8: A Proposed Deep Learning Model for Classification of Some Fish Species
inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot
SMOTE: Synthetic Minority Over-sampling Technique
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.319openalex-snapshot
FNet: Mixing Tokens with Fourier Transforms
inferredcites →https://doi.org/10.3390/app12073318openalex-snapshot
Feature Mining: A Novel Training Strategy for Convolutional Neural Network
inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot
Very Deep Convolutional Networks for Large-Scale Image Recognition

What points at this work

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

inferred← citeshttps://doi.org/10.1016/j.compag.2025.111227openalex-snapshot
Toward smart aquaculture: A review of multimodal methods, datasets, and applications from the modality perspective
inferred← citeshttps://doi.org/10.1016/j.imavis.2024.105389openalex-snapshot
Exploring underwater image quality: A review of current methodologies and emerging trends
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.120417openalex-snapshot
Acousto-optic-driven detection of underwater surface defects in reservoir dams: A review and prospect
inferred← citeshttps://doi.org/10.1016/j.oceaneng.2026.124733openalex-snapshot
A dynamic model updating method for multi-scenario underwater target recognition in ocean engineering applications
inferred← citeshttps://doi.org/10.1038/s41598-026-46375-3openalex-snapshot
Enhanced cybersecurity threat detection using novel tri-metaheuristic loss functions in generative adversarial networks with adaptive attention preservation for network traffic augmentation
inferred← citeshttps://doi.org/10.1109/taes.2025.3627575openalex-snapshot
Hydrophone-Inspired Filter-Bank Optimization for Underwater Acoustic Target Recognition
inferred← citeshttps://doi.org/10.1109/tnse.2026.3667901openalex-snapshot
Underwater Target Tracking Based on Acoustic-Optical Fusion for Multi-AUV Systems
inferred← citeshttps://doi.org/10.1111/raq.13001openalex-snapshot
Fish Tracking, Counting, and Behaviour Analysis in Digital Aquaculture: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1111/raq.70111openalex-snapshot
From Traditional Machine Learning Models to Multimodal Large Models: A Review of Aquaculture
inferred← citeshttps://doi.org/10.1145/3728425.3759905openalex-snapshot
AD-AVSR: Asymmetric Dual-stream Enhancement for Robust Audio-Visual Speech Recognition
inferred← citeshttps://doi.org/10.1145/3746027.3755152openalex-snapshot
Physics-Guided Sonar Image Fine-grained Recognition under Scarce Annotations
inferred← citeshttps://doi.org/10.1145/3821426openalex-snapshot
UEnhancer: Spatially Enriched Transformer with Dual-color Information for Underwater Image Enhancement
inferred← citeshttps://doi.org/10.3389/fnbot.2026.1846108openalex-snapshot
Research on embodied agent multimodal perception and real-time path planning algorithms for complex unstructured environments
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