Knowledge-Aided Interface for Big Data Streams.

机译：大数据流的知识辅助接口。

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This SBIR Phase I project explored a knowledge-aided interface for Big Data streams, specifically considered in the context of multimedia signal processing for real-time alerting capabilities. The effort successfully demonstrated: a flexible methodology for audio and video signal collection on low-powered computing devices; a comparison of several stream data processing frameworks, resulting in the selection of the Amazon Kinesis service; state-of-the-art speech recognition and keyword search, as validated in the NIST OpenKWS evaluation and competitive with performers in the IARPA Babel program; design and initial prototypes for semantic knowledge integrated with context-sensitive visualization in a novel user interface. The technology developed is capable of capturing live broadcast news sources such as streaming Internet video. This is implemented using desktop operating systems that can run on very low-powered computing hardware (typically less than 10W power consumption).

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作者
Faria, A.;
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年度 2014
页码 1-3
总页数 3
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
SIGNAL PROCESSING; SOUND; VIDEO SIGNALS; DATA PROCESSING; INTERNET; REAL TIME; SITUATIONAL AWARENESS; SPEECH RECOGNITION; AUDIO SIGNALS; BIG DATA STREAMS; BROADCAST NEWS; MULTIMEDIA; OPEN SOURCE INFORMATION; SBIR REPORTS; SBIR TOPIC OSD13-LD2 PHASE 1; SBIR(SMALL BUSINESS INNOVATION RESEARCH); SIGNAL ACQUISITION; STREAMING VIDEO; VIDEO STREAMS;

机译：信号处理;声音;视频信号;数据处理;互联网;实时;情境意识;语音识别;音频信号;大数据流;广播新闻;多媒体;开源信息; sBIR报告; sBIR主题OsD13-LD2第1阶段; sBIR （小型企业创新研究）;信号获取;流媒体视频;视频流;
入库时间 2022-08-29 10:48:41

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机译：数据流管理：处理高速数据流。
2. Knowledge-Aided Bayesian Radar Detectors & Their Application to Live Data [J] . De Maio A., Farina A., Foglia G. Aerospace and Electronic Systems, IEEE Transactions on . 2010,第1期

机译：知识辅助的贝叶斯雷达探测器及其在实时数据中的应用
3. Implementing digital terrain data in knowledge-aided space-time adaptive processing [J] . Capraro C.T., Capraro G.T., Bradaric I., IEEE Transactions on Aerospace and Electronic Systems . 2006,第期

机译：在知识辅助的时空自适应处理中实现数字地形数据
4. New protocol transfer module for USB2.0 -to- IEEE 1394 interfaces using Sinchronous packet control for audio and video data streams. [C] . Fujimori S., Sakurai T., Kenoya K. . -1

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5. A study of an in-memory database system for real-time analytics on semi-structured data streams. [D] . Lu, Alan Wen Jun. 2015

机译：对用于半结构化数据流的实时分析的内存数据库系统的研究。
6. EST2uni: an open parallel tool for automated EST analysis and database creation with a data mining web interface and microarray expression data integration [O] . Javier Forment, Francisco Gilabert, Antonio Robles, 2008

机译：EST2uni：开放式并行工具用于自动化EST分析和数据库创建具有数据挖掘Web界面和微阵列表达数据集成
7. Knowledge-Aided STAP Processing for Ground Moving Target Indication Radar Using Multilook Data [O] . 2006

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Knowledge-Aided Interface for Big Data Streams.

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