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Conference Paper Two-Dimensional Logistic Regression
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Authors
Woo-Han Yun, Do-Hyung Kim, Su-Young Chi, Ho-Sub Yoon
Issue Date
2007-10
Citation
International Conference on Tools with Artificial Intelligence (ICTAI) 2007, pp.349-353
Language
English
Type
Conference Paper
DOI
https://dx.doi.org/10.1109/ICTAI.2007.48
Abstract
Recently, some 2D based algorithms were proposed for image classification. In this paper, we propose two-dimensional logistic regression for two-class problem. This method has an advantage of memory saving and better performance than other 2D based approaches. The experimental results show two dimensional logistic regression is superior to one dimensional logistic regression and other popular two-dimensional methods. © 2007 IEEE.
KSP Keywords
Dimensional methods, Image classification, Logistic Regression(LR), One-dimensional, two-dimensional(2D)