IEEE - Institute of Electrical and Electronics Engineers, Inc. - Controlled spectral unmixing using extended Support Vector Machines

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)

Author(s): Xiuping Jia ; Dey, C. ; Fraser, D. ; Lymburner, L. ; Lewis, A.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Reykjavik, Iceland, Iceland
Conference Date: 14 June 2010
Page(s): 1 - 4
ISBN (Electronic): 978-1-4244-8907-7
ISBN (Paper): 978-1-4244-8906-0
DOI: 10.1109/WHISPERS.2010.5594843
Regular:

This paper presents an improved spectral unmixing framework for remote sensing data interpretation. Instead of unmixing every pixel in an image into a fixed set of endmembers, approaches of... View More

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