Results 11 to 20 of about 33,755 (241)

Face recognition attendance system using Local Binary Pattern (LBP)

Bulletin of Electrical Engineering and Informatics, 2019
Attendance is important for university students. However, generic way of taking attendance in universities may include various problems. Hence, a face recognition system for attendance taking is one way to combat the problem. This paper will present an automated system that will automatically saves student’s attendance into the database using face ...
Shamsul J. Elias, Shahirah Mohamed Hatim, Nur Anisah Hassan, Lily Marlia Abd Latif, R. Badlishah Ahmad, Mohamad Yusof Darus, Ahmad Zambri Shahuddin   +6 more
openaire   +3 more sources

Objects Tracking in Images Sequence using Local Binary Pattern (LBP)

International Journal of Computer Applications, 2013
this paper we present a method for objects tracking in images sequence. This approach is achieved into two main steps. In the first one, we constructed the Local Binary Pattern (LBP) histogram pattern of each image in the sequence and the reference pattern. In the second one, we perform the algorithm by the pattern selected based on a distance measures
Lh. Masmoudi, M. Hamri, H. Rami
openaire   +2 more sources

Local Binary Pattern(LBP) Optimization for Feature Extraction

arXiv.org
The rapid growth of image data has led to the development of advanced image processing and computer vision techniques, which are crucial in various applications such as image classification, image segmentation, and pattern recognition. Texture is an important feature that has been widely used in many image processing tasks.
Sedaghatjoo, Zeinab, Hosseinzadeh, Hossein, Bigham, Bahram Sadeghi   +2 more
openaire   +3 more sources

A Novel Improved Local Binary Pattern and Its Application to the Fault Diagnosis of Diesel Engine

Shock and Vibration, 2020
Aiming at the feature extraction difficulty of vibration signals, an improved local binary pattern- (ILBP-) based diesel engine fault diagnosis approach is proposed.
Yanping Cai, Guanghua Xu, Aihua Li, Xu Wang   +3 more
doaj   +2 more sources

Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern

IEEE Access, 2023
Plant diseases are one of the primary causes of decreased agricultural production quality and quantity. With ongoing changes in plant structure and cultivation techniques, new diseases are constantly arising on plant leaves. Thus, accurate classification
Khalid M. Hosny, W. M. El-Hady, Farid M. Samy, Eleni Vrochidou, G. Papakostas   +4 more
semanticscholar   +1 more source

A Near-Sensor Processing Accelerator for Approximate Local Binary Pattern Networks [PDF]

IEEE Transactions on Emerging Topics in Computing, 2022
In this work, a high-speed and energy-efficient comparator-based Near-Sensor Local Binary Pattern accelerator architecture (NS-LBP) is proposed to execute a novel local binary pattern deep neural network. First, inspired by recent LBP networks, we design
Shaahin Angizi, M. Morsali, Sepehr Tabrizchi, A. Roohi   +3 more
semanticscholar   +1 more source

Layer‐wise Adaptive Sine Activation Based Recurrent Network for MCI Conversion [PDF]

Alzheimers Dement
Abstract Background Mild Cognitive Impairment (MCI) can be considered as one of the early markers of dementia and can be helpful for clinicians to take corrective measures and delay its progression. This study aims to classify Mild Cognitive Impairment‐Converts (MCI‐C) and Mild Cognitive Impairment‐Non‐Converts (MCI‐NC) using structural Magnetic ...
Deshwal V, Jasuja A, Bhasin H, Hurley P.
europepmc   +2 more sources

CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier

Computational Intelligence and Neuroscience, 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.
Morarjee Kolla, Rupesh Mishra, S. Zahoor Ul Huq, Y. Vijayalata, M. V. Gopalachari, K. Siddiquee   +5 more
semanticscholar   +1 more source

Quantifying appearance retention in carpets using geometrical local binary patterns [PDF]

, 2011
Quality assessment in carpet manufacturing is performed by humans who evaluate the appearance retention (AR) grade on carpet samples. To quantify the AR grades objectively, different research based on computer vision have been developed. Among them Local
E. Wood, L.H. Siew, M. Ojala, M. Varma, S.A. Orjuela, S.A. Orjuela, T. Ojala, T. Ojala, T. Ojala, T. Ojala, W. Waegeman, Y. Wu, Z. Guo   +12 more
core   +1 more source

Corn Leaf Disease Classification Using Local Binary Patterns (LBP) Feature Extraction

Journal of Physics: Conference Series, 2022
AbstractCorn is a plant that is widely grown in developing countries such as Indonesia. To increase maize yields, researchers are always innovating on the current state of technology for classifying maize plant diseases. Three kinds of diseases attack corn leaves, namely Gray leaf Spot, Blight, and Common Rush.
Aeri Rachmad, Mohammad Syarief, Silfia Rifka, Fifin Sonata, Wahyudi Setiawan, Eka Mala Sari Rochman   +5 more
openaire   +1 more source