IEEE - Institute of Electrical and Electronics Engineers, Inc. - Tracking sparse signal sequences from nonlinear/non-Gaussian measurements and applications in illumination-motion tracking

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): R. Sarkar ; S. Das ; N. Vaswani
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 6,615 - 6,619
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638941
Regular:

In this work, we develop algorithms for tracking time sequences of sparse spatial signals with slowly changing sparsity patterns, and other unknown states, from a sequence of nonlinear... View More

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