Parametric Copula Based Framework for Multimodal Signal Processing

机译：基于参数Copula的多模态信号处理框架

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We present a framework for the joint processing of multimodal data such as audio-video data streams. We first consider the problem of estimating the joint distribution of statistically dependent multimodal random variables. We discuss the issues involved and provide a copula based solution. Application of this approach to solve a multisensor fusion problem for the detection of a random event is also discussed.

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Iyengar, S. G.; Varshney, P. K.; Damarla, T.;
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年度 2010
页码 1-5
总页数 5
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Multisensors ; Signal processing ; Statistical analysis ; Video images ; Data processing ; Detection ; Distribution ; Multimode ; Nuclear fusion ; Random variables;

机译：多传感器;信号处理;统计分析;视频图像;数据处理;检测;分布;多模;核聚变;随机变量;

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专利

1. A Parametric Copula-Based Framework for Hypothesis Testing Using Heterogeneous Data [J] . Iyengar S. G., Varshney P. K., Damarla T. Signal Processing, IEEE Transactions on . 2011,第5期

机译：基于参数Copula的使用异构数据进行假设检验的框架
2. Conceptual frameworks for multimodal social signal processing [J] . Paul M. Brunet, Roddy Cowie, Dirk Heylen, Journal on multimodal user interfaces . 2012,第3a4期

机译：多模式社会信号处理的概念框架
3. HHT-based nonlinear signal processing method for parametric and non-parametric identification of dynamical systems [J] . P. Frank Pai, Anthony N. Palazotto International Journal of Mechanical Sciences . 2008,第12期

机译：基于HHT的动力系统参数和非参数辨识非线性信号处理方法
4. A parametric copula based framework for multimodal signal processing [C] . Iyengar, S.G., Varshney, P.K., Damarla, T. IEEE International Conference on Acoustics, Speech and Signal Processing;ICASSP 2009 . 2009

机译：基于参数copula的多模态信号处理框架
5. An adaptive and integrated multimodal sensing and processing framework for long range moving object detection and classification. [D] . Wang, Tao. 2013

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6. A Parametric Logarithmic Image Processing Framework Based on Fuzzy Graylevel Accumulation by the Hamacher T-Conorm [O] . Constantin Vertan, Corneliu Florea, Laura Florea 2021

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7. Conceptual frameworks for multimodal social signal processing [O] . Paul M. Brunet, Roddy Cowie, Dirk Heylen, 2012

机译：多模式社会信号处理的概念框架

Parametric Copula Based Framework for Multimodal Signal Processing

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