research papers

Albumentations in Energy and utilities research

Used in 12 research papers

Energy infrastructure, utilities, renewable-energy, and pipeline inspection.

Aerial view of a field of solar panels — Photo: Lio Voo on Pexels

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Most-cited research papers

Showing the top 12

#1
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules
2021
87 citations
#2
InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images
2023
57 citations
#3
VEPL Dataset: A Vegetation Encroachment in Power Line Corridors Dataset for Semantic Segmentation of Drone Aerial Orthomosaics
2023
15 citations
#4
An enhanced algorithm for cell-level anomaly segmentation in photovoltaic solar panels using electroluminescence imaging
2025
11 citations
#5
Assessment of the large-scale extraction of photovoltaic (PV) panels with a workflow based on artificial neural networks and algorithmic postprocessing of vectorization results
2023
11 citations
#6
AE-YOLOv5 for Detection of Power Line Insulator Defects
2024
5 citations
#7
Explainable Machine Learning for Tower-Radar Monitoring of Wind Turbine Blades: Fine-Grained Blade Recognition Under Changing Operational Conditions
2026
1 citations
#8
Optimised path planning and environment-adaptive defect detection for wind turbine blades based on improved ant colony algorithm and EP-YOLOv12n
2026
1 citations
#9
A Review of Open-Access Image Datasets for Power Line Inspection
2026
0 citations
#10
Evaluation and Application of Transformer Architectures for Image-Based Detection and Localization of Damage to Wind Turbines
2025
0 citations
#11
Research on High speed and high precision visual detection Method for Surface defects of photovoltaic cells
2022
0 citations
#12
Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach
2020
0 citations