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Impact of Exposure and Illumination on Texture Classification Based on Raw Spectral Filter Array Images [PDF]
Sensors, 2023 Spectral Filter Array cameras provide a fast and portable solution for spectral imaging. Texture classification from images captured with such a camera usually happens after a demosaicing process, which makes the classification performance rely on the ...
Omar Elezabi +2 more
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Fast CU Partition Algorithm for Intra Frame Coding Based on Joint Texture Classification and CNN [PDF]
Sensors, 2023 High-efficiency video coding (HEVC/H.265) is one of the most widely used video coding standards. HEVC introduces a quad-tree coding unit (CU) partition structure to improve video compression efficiency.
Ting Wang +5 more
doaj +2 more sources
Combination of LBP Bin and Histogram Selections for Color Texture Classification [PDF]
Journal of Imaging, 2020 LBP (Local Binary Pattern) is a very popular texture descriptor largely used in computer vision. In most applications, LBP histograms are exploited as texture features leading to a high dimensional feature space, especially for color texture ...
Alice Porebski +3 more
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Cirrhosis classification based on texture classification of random features. [PDF]
Comput Math Methods Med, 2014 Accurate staging of hepatic cirrhosis is important in investigating the cause and slowing down the effects of cirrhosis. Computer-aided diagnosis (CAD) can provide doctors with an alternative second opinion and assist them to make a specific treatment with accurate cirrhosis stage.
Liu H +5 more
europepmc +5 more sources
A Nested Texture Inspired Novel Image Pattern Based Optical Camera Communication
IEEE Access, 2022 Pattern recognition is a vital component of display-based optical camera communication. However, as the distance between the transmitter LED panel and the receiver camera increases, the visibility of the pattern reduces.
Sanket Salvi, V. Geetha
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Effective Defect Detection Method Based on Bilinear Texture Features for LGPs
IEEE Access, 2021 Automatic defect detection of light guide plates (LGPs) is an important task in the manufacture of liquid crystal displays. During thermo-printing, defects of tag lines on LGPs may occur easily, and these defects are of two categories: bubbles and ...
Libin Hong +3 more
doaj +1 more source
A Novel Texture Classification Method Based on Neutrosophic Truth
Sakarya University Journal of Computer and Information Sciences, 2020 Texture analysis is one of the basic procedures used in solving problems in computer vision and image processing. In this study, we propose a new local binary pattern (LBP) method based on neutrosophic set.
Nuh Alpaslan
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Shortest Paths in HSI Space for Color Texture Classification [PDF]
, 2018 Color texture representation is an important step in the task of texture classification. Shortest paths was used to extract color texture features from RGB and HSV color spaces.
A Drimbarean +22 more
core +2 more sources
Texture analysis for glaucoma classification [PDF]
2015 International Conference on BioSignal Analysis, Processing and Systems (ICBAPS), 2015 In this paper, we present our ongoing work on glaucoma classification using fundus images. The approach makes use of texture analysis based on Binary Robust Independent Elementary Features (BRIEF). This texture measurement is chosen because it can address the illumination issues of the retinal images and has a lower degree of computational complexity ...
Mohammad, Suraya, Morris, Tim
openaire +3 more sources
Multi-features fusion classification method for texture image
The Journal of Engineering, 2019 Aiming at the problem of poor classification and recognition rate for distorted texture image based on single texture feature, a classification method of texture image based on multi-features fusion is proposed.
Jing Chen, Yanxin Zhang, Yuanyuan Jiang
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