an enhancement over texture feature based multiclass image classification under unknown noise
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Abstract
features with two approaches. One with statistical texture feature extraction of the whole image, another with feature extraction of image blocks. This paper presents an experimental assessment of classifier in terms of classification accuracy under different constraints of images. This paper examined classification accuracy of multiclass images without noise, with some unknown noise and after filtering of noise using feed forward neural network. Results shows that blocking of image improves the performance of classifier.
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singh2013brain:an
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| Authors | ;Ajay Kumar Singh;V P Shukla;Shamik Tiwari;S R Biradar |
| Journal | isprs annals of the photogrammetry, remote sensing and spatial information sciences |
| Year | 2013 |
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