基于Viola-Jones算法的热图像人脸识别模糊预处理

International journal of computer science, engineering and information technology Pub Date : 2023-10-27 DOI:10.5121/ijcseit.2023.13502

Edwyn Martínez, Edmundo Bonilla, Eduardo Sánchez, Crispín Hernández, Roberto Morales

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引用次数: 0

摘要

本文提出使用模糊语言修饰符改进Viola-Jones算法，以识别热图像中的面部特征。目的是提高红外平面的图像质量，便于识别阶段、特征选择和情感分类。结果表明，增加预处理阶段提高了Viola-Jones算法在热图像中识别面部特征的能力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Fuzzy Preprocessing of Viola-Jones Algorithm for Face Recognition in Thermal Images

This paper proposes to improve the Viola-Jones algorithm to identify facial features in thermal images using a fuzzy linguistic modifier. The purpose is to improve the image quality in the infrared plane and to facilitate the recognition stage, feature selection and emotion classification. The results obtained show that adding a preprocessing stage improves the capability of the Viola-Jones algorithm in identifying facial features in thermal images.

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International journal of computer science, engineering and information technology

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