Скачать или смотреть One-Shot Radar-Based Gesture Recognizer for Fast Prototyping

Sponsored by IEEE Sensors Council (https://ieee-sensors.org/)

Title: One-Shot Radar-Based Gesture Recognizer for Fast Prototyping

Author: Xiaodong Cai{1}, Haoyang Wu{2}, Jingyi Ma{2}, Hemin Han{1}, Lili Michael Ma{1}

Affiliation: {1}Intel Corporation, China; {2}Intel Labs China, China

Abstract: Millimeter-Wave radar is a promising sensor for contactless, privacy concerned user scenarios, e.g. interacting computers with gestures. But training a robust gesture recognizer requires a large dataset, which hinders fast prototyping. Here we propose One-Shot Gesture Recognizer, namely to use only one trajectory sample as template to recognize gesture. Due to high ambiguity of gesture itself, we extended protractor3d, giving a closed-form solution regardless of position, scale and rotation.

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