Integrating Deep Transfer Learning and Image Enhancement for Enhancing Defective Photovoltaic Cells Classification in Electroluminescence Images

Integrating Deep Transfer Learning and Image Enhancement for Enhancing Defective Photovoltaic Cells Classification in Electroluminescence Images

The rapid growth of photovoltaic (PV) systems has highlighted the need for efficient and reliable defect detection to maintain system performance. Electroluminescence (EL) imaging has emerged as a promising technique for identifying defects in PV cells; however, challenges remain in accurately class...

Full description

Saved in:
Bibliographic Details
Main Authors: Hanim Suraya Mohd Mokhtar, Aimi Salihah Abdul Nasir, Mohammad Faridun Naim Tajuddin, Muhammad Hafeez Abdul Nasir, Kumuthawathe Ananda Rao
Format: Article
Language:English
Published: Iran University of Science and Technology 2025-06-01
Series:Iranian Journal of Electrical and Electronic Engineering
Subjects:
photovoltaic (pv)
defect classification
electroluminescence
multi-scale retinex (msr)
multi-scale retinex 2 (msr2)
pre-trained models.
Online Access:http://ijeee.iust.ac.ir/article-1-3571-en.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://ijeee.iust.ac.ir/article-1-3571-en.pdf

Similar Items