research papers

Albumentations in Maritime research

Used in 32 research papers

Marine, underwater, ship, fisheries, aquaculture, and subsea applications.

School of fish in clear ocean water — Photo: Orest Sv on Pexels

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Most-cited research papers

Showing the top 32

#1
Underwater Image Enhancement With Reinforcement Learning
2022
88 citations
#2
MFFN: An Underwater Sensing Scene Image Enhancement Method Based on Multiscale Feature Fusion Network
2021
65 citations
#3
Extraction of Aquaculture Ponds along Coastal Region Using U2-Net Deep Learning Model from Remote Sensing Images
2022
59 citations
#4
A Multi-Domain Collaborative Transfer Learning Method with Multi-Scale Repeated Attention Mechanism for Underwater Side-Scan Sonar Image Classification
2022
52 citations
#5
A Joint Ship Detection and Waterway Segmentation Method for Environment-Aware of USVs in Canal Waterways
2024
46 citations
#6
Improved YOLOv5 Based Deep Learning System for Jellyfish Detection
2024
19 citations
#7
Netting Damage Detection for Marine Aquaculture Facilities Based on Improved Mask R-CNN
2022
19 citations
#8
Anomaly Detection for In situ Marine Plankton Images
2021
19 citations
#9
2nd Workshop on Maritime Computer Vision (MaCVi) 2024: Challenge Results
2024
12 citations
#10
Early detection of marine bioinvasion by sun corals using YOLOv8
2025
10 citations
#11
Underwater Object Detection With Mixed Attention Mechanism And Multi-Enhancement Strategy
2020
9 citations
#12
Enhancing Detection of Remotely-Sensed Floating Objects via Data Augmentation for Maritime SAR
2024
8 citations
#13
UAV-Based Visual Detection and Tracking of Drowning Victims in Maritime Rescue Operations
2026
7 citations
#14
Virtual Underwater Datasets for Autonomous Inspections
2022
7 citations
#15
Improving small object detection in open water maritime monitoring under low-shot learning
2025
6 citations
#16
YOLO-StarLS: A Ship Detection Algorithm Based on Wavelet Transform and Multi-Scale Feature Extraction for Complex Environments
2025
5 citations
#17
EfficientShip: A Hybrid Deep Learning Framework for Ship Detection in the River
2023
5 citations
#18
Underwater Image Classification using Efficient Fine-tuned DenseNet-121 with Image Albumentation and Adagrad Optimizer for Minimum Loss
2023
5 citations
#19
Research on Underwater Target Detection Technology Based on SMV-YOLOv11n
2025
4 citations
#20
Automatic Sorting of Dwarf Minke Whale Underwater Images
2020
4 citations
#21
Beyond RGB: Early Stage Fusion of Thermal and Visual Modalities for Robust Maritime Perception
2025
3 citations
#22
Robust Wake Detection for Enhanced Maritime Monitoring: Transfer Learning Through a Dedicated Multispectral Ship Wake Data Set
2025
3 citations
#23
Improving Semantic Segmentation Performance in Underwater Images
2023
2 citations
#24
Deep Learning Based Crab Classification for Marine Pest Monitoring
2025
1 citations
#25
Enhancing Naval Mine Detection through Augmented Side Scan Sonar Data and Synthetic Image Generation for Manned and Unmanned Teaming Systems
2025
1 citations
#26
DeepMarine: A Deep Learning Framework for detecting plastic debris in water and conserving Biodiversity
2026
0 citations
#27
Infrared Ship Detection with YOLOv7-Tiny Improved Through GAN-Based Data Augmentation
2026
0 citations
#28
Ocean Monitoring with Underwater Robotics: Detection and Counting of Sea Urchins
2026
0 citations
#29
Automated 2D/3D Image Mosaicing System for Underwater Images of Poompuhar
2025
0 citations
#30
DIANA: Drone Imagery for Archipelago Navigation and Analysis for Maritime Object Detection
2025
0 citations
#31
SAR-UMSDN: The Unsupervised Multimodal Ship Detection Network Based on SAR Images
2025
0 citations
#32
Marine-Life-Detection and Density-Estimation Algorithms Based on Underwater Images and Scientific Sonar Systems
2024
0 citations