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(FG)","first-page":"1","article-title":"Multi-sensor system for driver\u2019s hand-gesture recognition","author":"Molchanov","year":"May 4\u20138, 2015"},{"key":"ref22","first-page":"1","article-title":"Multifeature fusion-based hand gesture sensing and recognition system","volume":"19","author":"Wang","year":"2021","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref23","series-title":"2020 IEEE 91st Veh. Technol. Conf. (VTC2020-Spring)","first-page":"1","article-title":"mmWave radar-based hand gesture recognition using range-angle image","author":"Yu","year":"May 25\u201331, 2020"},{"key":"ref24","series-title":"Int. Conf. Commun., Signal Process., Syst.","first-page":"1096","article-title":"Doppler-radar based hand gesture recognition system using convolutional neural networks","author":"Zhang","year":"Jul. 14\u201316, 2017"},{"key":"ref25","series-title":"Proc. 29th Annu. Symp. User Interface Softw. 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