This work finds that the integration of Gabor filters and ULBP significantly enhances the feature extraction quality and fingerprinting accuracy.

Jul 22, 2019 · The test results of the APF show that GFULBP is able to outperform the ULBP alone by 30.68% when the GF has a 5 scale and π/2 orientation degree ...

Existing scanners produce paper images with different types of deformations such as noise, rotation and shear. These deformations affect the accuracy of the ...

The ideal effect of Gabor filters and Uniform Local Binary Pattern combinations on deformed scanned paper images ... J. King Saud Univ. Comput. Inf. Sci. 2021.

These deformations affect the accuracy of the fingerprinting the document images, which entails utilizing advanced feature extraction operators. Existing ...

Apr 1, 2008 · It has been shown that a single optimized Gabor filter can be a highly effective discriminator for separating multi-textured images. However it ...

This paper presents a simple yet efficient and effective multi-resolution approach to gray-scale and rotation invariant texture classification.

Abstract Existing scanners produce paper images with different types of deformations such as noise, rotation and shear. These deformations affect the ...

As a band-pass filter, the Gabor filter enables the extraction of patterns at the specified certain frequency and orientation of the signal. Therefore this ...

The use of Gabor filters in image processing has been well-established, and these filters are recognized for their exceptional feature extraction ...