A Parametric Copula Based Framework for Multimodal Signal Processing
SYRACUSE UNIV NY DEPT OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
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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.
- Statistics and Probability
- Recording and Playback Devices