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Automatic classification of defective photovoltaic module cells in electroluminescence images

Solar Energy · 2019 · Vol. 185 · pp. 455–468
Sergiu DeitschVincent ChristleinStephan BergerClaudia Buerhop‐LutzAndreas MaierFlorian GallwitzChristian Rieß
Industrial Vision Systems and Defect DetectionPhotovoltaic System Optimization TechniquesImage Processing Techniques and ApplicationsComputer sciencePhotovoltaic systemSupport vector machineArtificial intelligenceProcess (computing)Convolutional neural networkComputer hardwareGraphicsPattern recognition (psychology)Computer vision

Funding

  • Deutsche Forschungsgemeinschaft
Citations
495
FWCI
41.49
field-weighted impact
References
104
Percentile
100%
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Citations per year
References
Backpropagation and stochastic gradient descent method
Neurocomputing · 1993 · 876 citations
Support-Vector Networks
Machine Learning · 1995 · 32,108 citations
Libsvm : A library for support vector machines
Medical Entomology and Zoology · 2008 · 10,114 citations
Support-vector networks
Machine Learning · 1995 · 39,987 citations
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