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1. (WO2017177903) ONLINE VERIFICATION METHOD AND SYSTEM FOR REAL-TIME GESTURE DETECTION

Pub. No.:    WO/2017/177903    International Application No.:    PCT/CN2017/080117
Publication Date: Fri Oct 20 01:59:59 CEST 2017 International Filing Date: Wed Apr 12 01:59:59 CEST 2017
IPC: G06K 9/00
Applicants: YUTOU TECHNOLOGY (HANGZHOU) CO., LTD.
芋头科技(杭州)有限公司
Inventors: ZHANG, Hongxin
张宏鑫
CHEN, Dingyi
陈鼎熠
CHI, Liying
池立盈
Title: ONLINE VERIFICATION METHOD AND SYSTEM FOR REAL-TIME GESTURE DETECTION
Abstract:
An online verification method for real-time gesture detection, the method comprising the following steps: step 1, an image acquisition module capturing an image within a visual range in real time; step 2, an embedded terminal performing gesture recognition and track monitoring on the acquired image by loading a trained model; step 3, recording a recognition result and responding to the recognition result; step 4, analyzing the correctness of the recognition result and performing re-training to obtain a new model according to a set rule, and verifying the correctness of the new model; and step 5, using the new model to update the pre-trained model. Compared with traditional gesture recognition based on a non-depth camera, the method provides a more accurate on-line model optimization system, thus facilitating the improvement of recognition accuracy.