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Detection of Epileptic Seizure from EEG Signals Using Majority Rule Based Local Binary Pattern
In recent days, local binary pattern and their variants plays a vital role in classification of EEG signals. Hence, in this paper a novel method for...
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Review of Local Binary Pattern Histograms for Intelligent CCTV Detection
This paper presents a comprehensive review of the use of Local Binary Pattern Histogram (LBPH) in smart Closed-Circuit Television (CCTV) systems for...
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Image Processing-based Resource-Efficient Transfer Learning Approach for Cancer Detection Employing Local Binary Pattern Features
Cancer is a life-threatening disease and has witnessed a substantial increase during the past few years. With a further expected increase in the...
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Local Binary Pattern-Based Fingerprint Matching
In this paper we propose an image-based fingerprint recognition system. The method is based on Local Binary Pattern features extracted from the...
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HIDDEn: Robust Data Hiding for Medical Images with Encryption and Local Binary Pattern
The secure transmission of medical images and related digital patient records on untrusted channels has recently become a focus in healthcare...
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A Novel Efficient Video Smoke Detection Algorithm Using Co-occurrence of Local Binary Pattern Variants
Smoke detection is an advance caution to the unforeseen great damage events. Therefore, it is required to identify the smoke in the course of initial...
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A Novel Fingerprint Identification Fuzzy System Using a Center-Distance Weighted Local Binary Pattern
Despite the rapid development of the automated fingerprint identification system, some challenging fields need more enhancement. Typically,...
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Fault detection in rotating elements by using fuzzy integrated improved local binary pattern method
An infrared thermography method is a promising tool for defect detection in rotating machines, as this approach is a non-intrusive and no-contact...
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Local Roughness Binary Pattern for Texture Classification
The texture is an essential property of an image that tells about the arrangements of pixels of different intensities in an image matrix. Researchers...
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A Review on Local Binary Pattern Variants
In spite of successful and remarkable advancement made in current studies on local binary methods, it requires groundbreaking research into...
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Local Binary Complement Pattern for Color-Inversion Invariant Texture Classification
Existing Local Binary Pattern (LBP) methods cannot well handle the color-inversion changes. To address this problem, we propose a novel color...
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Efficient Image Retrieval Technique with Local Edge Binary Pattern Using Combined Color and Texture Features
Image proceeding is foundation for pattern recognition and machine learning. The recent research focuses on image retrieval techniques with machine...
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Emotion Recognition Using Electroencephalogram Signals and a 1D Local Binary Pattern for an ML-Classification-Based Approach
Machine learning techniques provide low complexity in classification algorithms and feature analysis. In the emotion recognition area, these...
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Fusing Global Gabor Feature and Local Binary Pattern for Texture Image Recognition
Texture is a fundamental visual feature in human vision, and texture image recognition is an important part of artificial intelligence. However,...
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Banana Leaf Disease Recognition Based on Local Binary Pattern
Plant diseases are one of the main causes to reduce the quality and quantity of crop yield. Traditional expert eye necked opinion method is used to...
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A Mathematical Model to Explore the Details in an Image with Local Binary Pattern Distribution (LBP)
Mathematical understanding is required to prove the completeness of any research and scientific problem. This mathematical model will help to...
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Copy-Move Forgery Detection Using Local Binary Pattern Histogram Fourier Features
In this chapter, a new system for image copy-move forgery detection using Local Binary Pattern Histogram Fourier features (LBP-HF) [1] is proposed...
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A Data Hiding Technology by Applying Interpolation in Extended Local Binary Pattern
This paper proposes a data hiding technology by applying interpolation in Extended Local Binary Pattern (ELBP). The proposed method uses...
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Empirical Evaluation of Deep Learning Models with Local Binary Pattern for COVID-19 Detection
Sagar, P. Y. Dhanalakshmy, Dhanya M.COVID-19 (Coronavirus Disease 2019) has impacted many lives globally. Though vaccines have been found recently,...
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A New Enhanced Local Optimal-Oriented Pattern Descriptor using Steerable Wavelet Transform for MRI Brain Tumor Classification
Classification of a brain tumor in magnetic resonance images is an important task and plays a significant role in the clinical decision process by...
