New Switchless and Free Positioning Gesture Recognition System Using RNN and CTC Loss Function

Kei Nakada, Atsushi Ito, Hiroyuki Hatano, Hayato Aratame · 2018

We present a new switchless and free positioning gesture recognition system using Recurrent Neural Network (RNN) and Connectionist Temporal Classification (CTC) loss function. As the first step to develop switchless and free positioning gesture UI, we chose a task to select a TV channel. In this paper, we introduce our technology to recognize "number" by gesture to control a smart TV.

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