[AIS3/VHF5-1(Invited)] Smart Display Clearly Sees via Deep Learning | Proceedings of the International Display Workshops Volume 27 (IDW '20)

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

Dec 9 - Dec 11, 2020Virtual Conference

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

Dec 9 - Dec 11, 2020Virtual Conference

[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))

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

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Keywords:

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

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.

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