Image Classification of Multimedia Platforms With Texture Algorithms and Neural Networks

In this paper, a methodology for real-time image classification on multimedia platforms has been developed. For this purpose, six feedforward neural network models were trained with images from two databases, which were preprocessed by three texture extraction methods: local binary pattern-uniform (...

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Bibliographic Details
Main Authors:	Mauricio Sauzameda-Gonzalez, Josue Alvarez-Borrego, Esperanza Guerra-Rosas
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Series:	IEEE Access
Subjects:	Classification method neural networks texture analysis methods local binary pattern grayscale co-occurrence matrix
Online Access:	https://ieeexplore.ieee.org/document/10921640/
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Image Classification of Multimedia Platforms With Texture Algorithms and Neural Networks

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