IEEE - Institute of Electrical and Electronics Engineers, Inc. - A kernel based non-negative matrix factorization

2010 Second IITA International Conference on Geoscience and Remote Sensing (IITA-GRS 2010)

Author(s): Yu Jun ; Meng Jintao ; Lu Xiaoxu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2010
Conference Location: Qingdao, China, China
Conference Date: 28 August 2010
Volume: 1
Page(s): 376 - 379
ISBN (CD): 978-1-4244-8516-1
ISBN (Electronic): 978-1-4244-8517-8
ISBN (Paper): 978-1-4244-8514-7
DOI: 10.1109/IITA-GRS.2010.5603062
Regular:

In this paper, we extend the original projective non-negative matrix factorization (P-NMF) to kernel P-NMF (KP-NMF). The advantages of KP-NMF over P-NMF are:1) it could extract more useful... View More

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