Vibrotactile Signal Generation with GAN

Shotaro Agatsuma

doi:https://doi.org/10.36463/idw.2019.0020

4:10 PM - 4:35 PM

[AIS1/INP2-3(Invited)] Vibrotactile Signal Generation with GAN

*Shotaro Agatsuma¹, Shin Takahashi¹, Satoshi Saga² (1. University of Tsukuba (Japan), 2. Kumamoto University (Japan))

Vibrotactile information, Acceleration, GAN

https://doi.org/10.36463/idw.2019.0020

To create valuable content for haptic display, we propose a method of generating alternative data from acquired one instead of collecting a great number of data from real textures. We made a data generation model based on Generative Adversarial Network and held experiments to evaluate the performance of the model.

Proceedings of the International Display Workshops Volume 26 (IDW '19)

[AIS1/INP2-3(Invited)] Vibrotactile Signal Generation with GAN