IEEE - Institute of Electrical and Electronics Engineers, Inc. - Classification of landsat TM image based on non negative matrix factorization

2007 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2007

Author(s): Jiamian Ren ; Xianchuan Yu ; Bixin Hao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2007
Conference Location: Barcelona, Spain
Conference Date: 23 July 2007
Page(s): 405 - 408
ISBN (CD): 978-1-4244-1212-9
ISBN (Paper): 978-1-4244-1211-2
DOI: 10.1109/IGARSS.2007.4422816
Regular:

Non-negative matrix factorization (NMF) is one of the recently emerged dimensionality reduction methods. Unlike other methods, NMF is based on non-negative constraints, which allows learn parts... View More

Advertisement