CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier. [PDF]
Comput Intell Neurosci, 2022 In this paper, an autonomous brain tumor segmentation and detection model is developed utilizing a convolutional neural network technique that included a local binary pattern and a multilayered support vector machine.
Kolla M +5 more
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Local binary pattern‐based reversible data hiding
CAAI Transactions on Intelligence Technology, 2022 A novel local binary pattern‐based reversible data hiding (LBP‐RDH) technique has been suggested to maintain a fair symmetry between the perceptual transparency and hiding capacity. During embedding, the image is divided into various 3×3 blocks.
Monalisa Sahu +3 more
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Local binary pattern and deep learning feature extraction fusion for COVID-19 detection on computed tomography images. [PDF]
Expert Syst, 2022 The deadly coronavirus virus (COVID‐19) was confirmed as a pandemic by the World Health Organization (WHO) in December 2019. It is important to identify suspected patients as early as possible in order to control the spread of the virus, improve the ...
Mubarak AS +5 more
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Recognition of Facial Expressions using Local Mean Binary Pattern [PDF]
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2017 In this paper, we propose a novel appearance based local feature extraction technique called Local Mean Binary Pattern (LMBP), which efficiently encodes the local texture and global shape of the face.
Mahesh M Goyani, Narendra Patel
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Completed Local Ternary Pattern for Rotation Invariant Texture Classification [PDF]
The Scientific World Journal, 2014 Despite the fact that the two texture descriptors, the completed modeling of Local Binary Pattern (CLBP) and the Completed Local Binary Count (CLBC), have achieved a remarkable accuracy for invariant rotation texture classification, they inherit some ...
Taha H. Rassem, Bee Ee Khoo
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Blind Remote Sensing Image Deblurring Using Local Binary Pattern Prior
Remote Sensing, 2022 In this paper, an algorithm based on local binary pattern (LBP) is proposed to obtain clear remote sensing images under the premise of unknown causes of blurring.
Ziyu Zhang +6 more
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A novel method for detecting morphologically similar crops and weeds based on the combination of contour masks and filtered Local Binary Pattern operators. [PDF]
Gigascience, 2020 Background Weeds are a major cause of low agricultural productivity. Some weeds have morphological features similar to crops, making them difficult to discriminate.
Le VNT, Ahderom S, Apopei B, Alameh K.
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Multi-Resolution Intrinsic Texture Geometry-Based Local Binary Pattern for Texture Classification
IEEE Access, 2020 In this paper, we propose a new hybrid Local Binary Pattern (LBP) based on Hessian matrix and Attractive Center-Symmetric LBP (ACS-LBP), called Hess-ACS-LBP.d The Hessian matrix provides the directional derivative information of different texture regions,
Nuh Alpaslan, Kazim Hanbay
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An automated Residual Exemplar Local Binary Pattern and iterative ReliefF based COVID-19 detection method using chest X-ray image. [PDF]
Chemometr Intell Lab Syst, 2020 Tuncer T, Dogan S, Ozyurt F.
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Local Binary Pattern Networks [PDF]
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 2020 Emerging edge devices such as sensor nodes are increasingly being tasked with non-trivial tasks related to sensor data processing and even application-level inferences from this sensor data. These devices are, however, extraordinarily resource-constrained in terms of CPU power (often Cortex M0-3 class CPUs), available memory (in few KB to MBytes), and ...
Jeng-Hau Lin +5 more
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