The ideal effect of Gabor filters and Uniform Local Binary Pattern combinations on deformed scanned paper images
Sign Up to like & getrecommendations! Published in 2019 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2019.07.012
Abstract: Abstract Existing scanners produce paper images with different types of deformations such as noise, rotation and shear. These deformations affect the accuracy of the fingerprinting the document images, which entails utilizing advanced feature extraction operators.… read more here.
Keywords: gabor filters; paper; uniform local; local binary ... See more keywords
Reconstruction of local frequencies for recovering the unwrapped phase in optical interferometry
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DOI: 10.1038/s41598-017-06801-z
Abstract: In optics, when interferograms or digital holograms are recorded and their phase is recovered, it is common to obtain a wrapped phase with some errors, noise and artifacts such as singularities due to the non… read more here.
Keywords: phase; gabor filters; reconstruction local; frequency ... See more keywords
Convolutional Neural Network Based on Diverse Gabor Filters for Deepfake Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3152029
Abstract: Media synthesis and manipulation has reached unprecedented levels of realism owing to the proliferation of deep learning. Deepfake has been the de-facto tool for media manipulation. Although this technology has potential in the entertainment industry,… read more here.
Keywords: gabor; recognition; network; gabor filters ... See more keywords
Textural Analysis for Medicinal Plants Identification Using Log Gabor Filters
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DOI: 10.1109/access.2022.3196788
Abstract: Texture plays a crucial role in computer vision, providing valuable information about image regions. Log Gabor filters that mimic the human eye’s visual cortex are used as feature extractors to identify medicinal plants based on… read more here.
Keywords: gabor; gabor filters; log gabor; gabor filter ... See more keywords
Deep learning architecture for iris recognition based on optimal Gabor filters and deep belief network
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.26.2.023005
Abstract: Abstract. Gabor filters are widely utilized to detect iris texture information in several state-of-the-art iris recognition systems. However, the proper Gabor kernels and the generative pattern of iris Gabor features need to be predetermined in… read more here.
Keywords: gabor filters; deep learning; learning architecture; iris ... See more keywords