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OTT Messages Modeling and Classification Based on Recurrent Neural Networks 被引量:3
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作者 Guangyong Yang Jianqiu Zeng +3 位作者 Mengke Yang Yifei Wei Xiangqing Wang Zulfiqar Hussain Pathan 《Computers, Materials & Continua》 SCIE EI 2020年第5期769-785,共17页
A vast amount of information has been produced in recent years,which brings a huge challenge to information management.The better usage of big data is of important theoretical and practical significance for effectivel... A vast amount of information has been produced in recent years,which brings a huge challenge to information management.The better usage of big data is of important theoretical and practical significance for effectively addressing and managing messages.In this paper,we propose a nine-rectangle-grid information model according to the information value and privacy,and then present information use policies based on the rough set theory.Recurrent neural networks were employed to classify OTT messages.The content of user interest is effectively incorporated into the classification process during the annotation of OTT messages,ending with a reliable trained classification model.Experimental results showed that the proposed method yielded an accurate classification performance and hence can be used for effective distribution and control of OTT messages. 展开更多
关键词 OTT messages information privacy nine-rectangle-grid hierarchical classification recurrent neural networks
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Research on Night Vision System Based on Range-Gated Imaging 被引量:1
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作者 刘宇 范燕平 +3 位作者 茹志兵 郭城 周新妮 张保民 《Defence Technology(防务技术)》 SCIE EI CAS 2009年第4期287-291,共5页
A design of low-light-level night vision system is described,which can image objects selectively in the specific space. The system can selectively image some objects in specific distances,meanwhile ignore those shelte... A design of low-light-level night vision system is described,which can image objects selectively in the specific space. The system can selectively image some objects in specific distances,meanwhile ignore those shelters on the way of observation by combining an intensifying charge coupled device(ICCD) with a near infrared laser assisted in vision,whose operation wavelength matches with the photocathode of the image tube,and adopting the gated mode and adjustable time-delay. A semiconductor laser diode of 100 W in peak power is chosen for illumination. The laser and the image tube operate in 150 ns pulse width and 2 kHz repeat frequency. Some images of different objects at the different distances within 100 m can be obtained clearly,and even behind a grove by using a sampling circuit and a delay control device at 100 W in peak power of semiconductor laser diode,150 ns in pulse width of laser and image tube,2 kHz in repeat frequency. 展开更多
关键词 electron technology low-light-level night vision ICCD spatial gated range gated
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