Segmentation of Photovoltaic Module Cells in Uncalibrated
Electroluminescence Images

Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images

18 June 2018

C. Buerhop‐Lutz

Christian Riess

Papers citing "Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images"

18 / 18 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 71 1 0 21 Apr 2024
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm Martin Mayr M. Hoffmann Andreas Maier Vincent Christlein UQCV 94 48 0 30 Jan 2020
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 346 5,714 0 25 Jul 2019
Automatic Processing and Solar Cell Detection in Photovoltaic Electroluminescence Images E. Sovetkin A. Steland 35 25 0 26 Jul 2018
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images S. Deitsch Vincent Christlein S. Berger C. Buerhop‐Lutz Andreas Maier F. Gallwitz Christian Riess 46 357 0 08 Jul 2018
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta A. Azad Saneem A. Chemmengath V. Raykar S. Kalyanaraman 54 83 0 10 Oct 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 300 27,018 0 20 Mar 2017
Inverse Compositional Spatial Transformer Networks Chen-Hsuan Lin Simon Lucey 44 162 0 12 Dec 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 70 1,004 0 23 Nov 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 315 37,704 0 20 May 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 259 7,361 0 05 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 410 61,900 0 04 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.2K 76,547 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 277 24,976 0 30 Apr 2015
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 222 26,122 0 11 Nov 2013
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 290 7,883 0 13 Jun 2012
Point-Set Registration: Coherent Point Drift Andriy Myronenko Xubo B. Song 3DPC 3DV 109 2,577 0 15 May 2009
Camera distortion self-calibration using the plumb-line constraint and minimal Hough entropy E. Rosten R. Loveland 81 42 0 24 Oct 2008