IEEE - Institute of Electrical and Electronics Engineers, Inc. - Least squares support vector regression filter

2010 3rd International Congress on Image and Signal Processing (CISP)

Author(s): Xiaoying Deng ; Yong Luo ; Tao Liu ; Baojun Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2010
Conference Location: Yantai, China, China
Conference Date: 16 October 2010
Volume: 2
Page(s): 730 - 733
ISBN (CD): 978-1-4244-6515-6
ISBN (Electronic): 978-1-4244-6516-3
ISBN (Paper): 978-1-4244-6513-2
DOI: 10.1109/CISP.2010.5646734
Regular:

We combine the training and testing stages of support vector regression into a filtering process. Then we prove that the least squares support vector regression (LS-SVR) based on the translation... View More

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