8 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2020
Translation Between Waves, wave2wave
Tsuyoshi Okita, Hirotaka Hachiya, Sozo Inoue +1
The understanding of sensor data has been greatly improved by advanced deep learning methods with big data. However, available sensor data in the real world are still limited, whic…
cs.HC2020★ 2 cited
Achieving Single-Sensor Complex Activity Recognition from Multi-Sensor Training Data
Paula Lago, Moe Matsuki, Sozo Inoue
In this study, we propose a method for single sensor-based activity recognition, trained with data from multiple sensors. There is no doubt that the performance of complex activity…
cs.CV2016★ 8 cited
Deep Recurrent Neural Network for Mobile Human Activity Recognition with High Throughput
Masaya Inoue, Sozo Inoue, Takeshi Nishida
In this paper, we propose a method of human activity recognition with high throughput from raw accelerometer data applying a deep recurrent neural network (DRNN), and investigate v…