Paper Title:
Keywords Assignment to Fixed Image Region Segmentations Using Fuzzy SVMs
  Abstract

The basic idea of this paper is multiple keywords can be assigned to image through the method of fixed region segmentation. We divide a single image into the 4-level regions. For each of them, the combined feature is extracted and inputted into the trained Fuzzy SVMs to classify, which has been proved better than conventional SVMs in the generalization ability. The values of classification in each category are calculated. Based on these values, the keywords are assigned.

  Info
Periodical
Chapter
Chapter 2: Signal and Image Processing in Industry
Edited by
Gary Yang
Pages
236-241
DOI
10.4028/www.scientific.net/AMR.429.236
Citation
Y. Ji, Y. Chen, Y. Cao, L. L. Qu, "Keywords Assignment to Fixed Image Region Segmentations Using Fuzzy SVMs", Advanced Materials Research, Vol. 429, pp. 236-241, 2012
Online since
January 2012
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Price
$32.00
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