International Display Workshops General Incorporated Association

Proceedings of the International Display Workshops Volume 27 (IDW '20)

Proceedings of the International Display Workshops Volume 27 (IDW '20)

Dec 9, 2020 - Dec 11, 2020
Virtual Conference

10:40 AM - 11:05 AM

[AIS3/VHF5-1(Invited)] Smart Display Clearly Sees via Deep Learning

*Sehoon Lim1, Luming Liang1, Xiaoyan Hu1, Neil Emerton1, Tim Large1, Steven Bathiche1 (1. Microsoft Applied Sciences (United States of America))

Under-display camera (UDC), organic light-emitting diode (OLED), signal-to-noise ratio (SNR), modulation transfer function (MTF), deep neural network (DNN)

https://doi.org/10.36463/idw.2020.0977

Under-display camera is of great interest in the display industry potentially eliminating the display bezel and camera notch/hole in mobile devices. However, display panels cause complex signal modulation in the camera aperture which results in light diffraction and signal loss. We explored learning-based image restoration approaches to achieve a high contrast and signal-to-noise ratio in modern image processing.