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Review of dynamic gesture recognition 被引量:2
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作者 Yuanyuan SHI Yunan LI +2 位作者 Xiaolong FU Kaibin MIAO Qiguang MIAO 《Virtual Reality & Intelligent Hardware》 2021年第3期183-206,共24页
In recent years,gesture recognition has been widely used in the fields of intelligent driving,virtual reality,and human-computer interaction.With the development of artificial intelligence,deep learning has achieved r... In recent years,gesture recognition has been widely used in the fields of intelligent driving,virtual reality,and human-computer interaction.With the development of artificial intelligence,deep learning has achieved remarkable success in computer vision.To help researchers better understanding the development status of gesture recognition in video,this article provides a detailed survey of the latest developments in gesture recognition technology for videos based on deep learning.The reviewed methods are broadly categorized into three groups based on the type of neural networks used for recognition:two stream convolutional neural networks,3D convolutional neural networks,and Long-short Term Memory(LSTM)networks.In this review,we discuss the advantages and limitations of existing technologies,focusing on the feature extraction method of the spatiotemporal structure information in a video sequence,and consider future research directions. 展开更多
关键词 Video-based gesture recognition Deep learning Convolutional neural networks Human computer interaction
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Mass thickness measurements for dual-component samples utilizing equivalent energy of X-rays
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作者 陈敏聪 田丽鸿 《Nuclear Science and Techniques》 SCIE CAS CSCD 2014年第4期16-20,共5页
In this paper,equivalent energy method is introduced for measuring mass thickness of dual-component samples using dual-energy X-rays.Approximately,the method adopts equivalent mass attenuation coefficients of the two ... In this paper,equivalent energy method is introduced for measuring mass thickness of dual-component samples using dual-energy X-rays.Approximately,the method adopts equivalent mass attenuation coefficients of the two components in mass thickness measurements for dual-component samples,in a certain range of thicknesses.Feasibility of the method is proven by numerical calculations and Monte Carlo simulations(EGSnrc package).The results of absorption experiments using an X-ray machine at tube voltages of 30 and 45 kV,the relative errors are less than 5%between the nominal and detected values.Also,optical low energy is discussed at given high voltages. 展开更多
关键词 双能X射线 厚度测量 质量厚度 能量等效 双组分 样品 质量衰减系数 能量方法
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