IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Fast and Accurate Video Semantic-Indexing System Using Fast MAP Adaptation and GMM Supervectors

Author(s): N. Inoue ; K. Shinoda
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2012
Volume: 14
Page Count: 10
Page(s): 1,196 - 1,205
ISSN (Paper): 1520-9210
ISSN (Online): 1941-0077
DOI: 10.1109/TMM.2012.2191395
Regular:

We propose a fast maximum a posteriori (MAP) adaptation method for video semantic indexing that uses Gaussian mixture model (GMM) supervectors. In this method, a tree-structured GMM is utilzed to... View More

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