Browsing Conference Publications by Author "Zandamela, Frank"

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Comprehensive evaluation of blind single image deblurring algorithms on real-world blurs

Author: Zandamela, Frank ; Ratshidaho, Thikhathali T ; Kunene, Dumisani C ; Nana, Muhammad A Date: Sep 2021 In literature, several approaches have been used to evaluate the performance of deblurring algorithms on synthetically generated image datasets. The used image datasets only consist of motion-blurred images and do not consider depth variation. ... Read more
Cross-dataset performance evaluation of deep learning distracted driver detection algorithms

Author: Zandamela, Frank ; Ratshidaho, Terence ; Nicolls, F ; Stoltz, George G Date: Nov 2022 Deep learning has gained traction due its supremacy in terms of accuracy and ability to automatically learn features from input data. However, deep learning algorithms can sometimes be flawed due to many factors such as training dataset, ... Read more
Towards improved solar PV module characterisation: Correlating electroluminescence image defects with I-V curve characteristics using a semantic segmentation based multi-defect detection algorithm

Author: Zandamela, Frank ; Pratt, Lawrence E ; May, Siyasanga I ; Mkasi, Hlaluku W ; Mabeo, Reuben T Date: Nov 2023 There has been significant research on the relationship between current-voltage (I-V) curve characteristics and electroluminescence (EL) module defects. Current methods use EL image pixels to develop features, which are then correlated with ... Read more

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Browsing Conference Publications by Author "Zandamela, Frank"

Browsing Conference Publications by Author "Zandamela, Frank"

Browse

All of ResearchSpace

This Collection

Quick Links

Legislation and compliance

General Enquiries

Social Connect