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

4:10 PM - 6:10 PM

[AISp1-1] Deep- Learning- Assisted Single-Pixel Imaging for Gesture Recognition Considering Privacy

*Naoya Mukojima1, Masaki Yasugi1,2, Yasuhiro Mizutani3, Takeshi Yasui4, Hirotsugu Yamamoto1,2 (1. Utsunomiya Univ.(Japan), 2. JST, ACCEL(Japan), 3. Osaka Univ.(Japan), 4. Tokushima Univ.(Japan))

Single Pixel Imaging, Deep Learning, Gesture Detection

https://doi.org/10.36463/idw.2020.0985

We report a difference of structural similarity of restored images in terms of different irradiation methods for single-pixel imaging. Images of hand shadows taken with different irradiation methods are processed by Single Pixel Imaging and restores by U-Net for output. The proposed method is used for considering privacy gesture recognition.