Thursday, May 2025

05:00 PM - 08:00 PM

Room: 220A

Session: Artificial Intelligence Including Machine Learning for Imaging Posters

A Novel Deburn-in Machine Learning Framework for OLED Displays Considering Frame Rate, PWM, Grayscale, and Temperature

Late-News

Description:

This work proposed a luminance degradation prediction method considering frame rate, PWM, grayscale, and temperature, achieving a prediction error of less than 1%. It delivers DeltaE2000<1 for luminance over 50 nits and DeltaE2000<2 for luminance over 1 nit, providing precise compensation and significantly improving OLED display visual quality under varied conditions.