基于神经网络架构搜索技术的人体行为识别方法研究

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中图分类号：TP312

文献标志码：A

Research on Human Action Recognition Method Based on Neural Architecture Search Technology

Cao Yang （School ofElectronic Information Engineering，Chongqing Technologyand Business Institute， Chongqing 401520， China）

Abstract：Thisresearchusesneuralarchitecturesearch（NAS）technologtodesignaneuralnetworkmodelforhumanbehaviorbasedon sensordata，coveringthedesignof search space，selectionofsearch strategyandperformanceevaluation strategy.Thegeerated CNN-LSTMmodelisverifiedontheOPPORTUNITYdataset.Resultsshowthatwithasignificantreductioninparameters，tisodel performs comparably to DeepConvLSTM model.

Key words：sensor;human action recognition;neural architecture search

0引言

随着人工智能技术、通信技术和传感器技术的发展，人体行为识别已经广泛应用于智能家居、智能看护和医疗康复等领域。（剩余4640字）