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

Back

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

Dec 9 - Dec 11, 2020Virtual Conference

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

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

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

Download PDF

Keywords:

Single Pixel Imaging,Deep Learning,Gesture Detection

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.

Back