arXiv:2101.06022 공식 코드 · Papers with Code

Motion-Based Handwriting Recognition

Junshen Kevin Chen, Wanze Xie, Yutong He

제출 2021-01-15

원문 초록

We attempt to overcome the restriction of requiring a writing surface for handwriting recognition. In this study, we design a prototype of a stylus equipped with motion sensor, and utilizes gyroscopic and acceleration sensor reading to perform written letter classification using various deep learning techniques such as CNN and RNNs. We also explore various data augmentation techniques and their effects, reaching up to 86% accuracy.

함께 살펴볼 논문

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토론

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