Automatic Classification of Defective Photovoltaic Module Cells in
Electroluminescence Images

Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images

8 July 2018

Vincent Christlein

C. Buerhop‐Lutz

Christian Riess

Papers citing "Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images"

10 / 10 papers shown

Title
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images Abhishek Jha Yogesh S Rawat Shruti Vyas 48 1 0 21 Apr 2024
A scalable framework for annotating photovoltaic cell defects in electroluminescence images Urtzi Otamendi Iñigo Martinez Igor García Olaizola M. Quartulli 30 9 0 15 Dec 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 24 112 0 28 Mar 2022
A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle Antonio Di Tommaso Alessandro Betti G. Fontanelli B. Michelozzi 19 79 0 23 Nov 2021
Segmentation of cell-level anomalies in electroluminescence images of photovoltaic modules Urtzi Otamendi Iñigo Martinez M. Quartulli Igor García Olaizola E. Viles W. Cambarau 29 48 0 21 Jun 2021
Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network Julen Balzategui Luka Eciolaza Daniel Maestro-Watson 25 26 0 05 Mar 2021
Industrial object, machine part and defect recognition towards fully automated industrial monitoring employing deep learning. The case of multilevel VGG19 Ioannis D. Apostolopoulos Mpesiana A. Tzani 22 30 0 23 Nov 2020
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm Martin Mayr M. Hoffmann Andreas Maier Vincent Christlein UQCV 19 48 0 30 Jan 2020
Solar Cell Surface Defect Inspection Based on Multispectral Convolutional Neural Network Haiyong Chen Yue Pang Qidi Hu Kun Liu 8 157 0 15 Dec 2018
Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images S. Deitsch C. Buerhop‐Lutz E. Sovetkin A. Steland Andreas Maier F. Gallwitz Christian Riess 24 62 0 18 Jun 2018