Accession Number:

ADA551435

Title:

A Parametric Copula Based Framework for Multimodal Signal Processing

Descriptive Note:

Conference paper

Corporate Author:

SYRACUSE UNIV NY DEPT OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE

Personal Author(s):

• Iyengar, Satish G.
• Varshney, Pramod K.
• Damarla, Thyagaraju

Report Date:

2010-05-01

Pagination or Media Count:

5.0

Abstract:

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.

Descriptors:

• *MULTISENSORS
• *SIGNAL PROCESSING
• *STATISTICAL ANALYSIS
• *VIDEO IMAGES
• DATA PROCESSING
• DETECTION
• DISTRIBUTION
• MULTIMODE
• NUCLEAR FUSION
• RANDOM VARIABLES

Subject Categories:

• Statistics and Probability
• Recording and Playback Devices

Distribution Statement:

APPROVED FOR PUBLIC RELEASE