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 Overview
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This folder contains MATLAB scripts and datasets for display characterisation across three display technologies: LCD, QLED, and OLED. The files are organised into separate folders, and methods for modelling, analysing, and evaluating display properties are implemented using fuzzy inference systems and other techniques.

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 Usage Terms
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This work is intended for nonprofit purposes only.

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 Authors
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Khleef Almutairi  
Samuel Morillas  
Pedro Latorre-Carmona  
Makan Dansoko  
María José Gacto  



Paper Link: 


https://doi.org/10.1016/j.displa.2024.102849  



Reference:

Almutairi, K., Morillas, S., Latorre-Carmona, P., Dansoko, M. and Gacto, M.J., 2024. A comparative analysis of machine learning methods for display characterization. Displays, 85, p.102849.

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 Folder Structure
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Display_Characterization  

LCD                         # Data for LCD display characterisation  
QLED                        # Data for QLED display characterisation  
OLED                        # Data for OLED display characterisation  
Results Analysis Codes      # MATLAB scripts shared across different displays  
Data Sets                   # Training, Validation evenly distributed in RGB cube
Paper.pdf                   # Copy of the published paper
README.txt                  # This file 

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 Requirements
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- FMID toolbox (Link: https://www.mathworks.com/matlabcentral/fileexchange/47171-constrained-fuzzy-model-identification-files-for-fuzzy-modeling-and-identification-toolbox).
- MATLAB (version 2020a or later recommended)   

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 Contact Information
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For any questions or clarifications, please contact the authors.  
