Estimation of fabric color by camera based neuro- fuzzy technique

A Shams-Nateri

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Estimation of fabric color by camera based neuro- fuzzy technique

机译：基于相机神经模糊技术的织物颜色估计

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摘要

A new method for measuring the textile fabric color by digital camera has been developed in order to establish a relationship between the digital camera RGB response and the device-independent CIE color space by using neuro-fuzzy technique. The results show that the performance of digital camera based neuro-fuzzy technique depends on the number and type of membership function. The best prediction is obtained in CIELAB color space by using two Gaussian combination membership functions with 2.75 ΔE*ab.

机译：为了利用神经模糊技术建立数码相机RGB响应与设备无关的CIE颜色空间之间的关系，已经开发了一种用数码相机测量织物颜色的新方法。结果表明，基于数码相机的神经模糊技术的性能取决于隶属函数的数量和类型。通过使用两个具有2.75ΔE* ab的高斯组合隶属度函数，可以在CIELAB颜色空间中获得最佳预测。

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来源
《Indian Journal of Fibre & Textile Research》 |2011年第1期|p.74-80|共7页
作者
A Shams-Nateri;
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作者单位

Textile Engineering Department, University of Guilan, Rasht, Iran;

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收录信息美国《生物学医学文摘》(MEDLINE);
原文格式 PDF
正文语种 eng
中图分类
关键词
digital camera; fabric; membership function; neuro-fuzzy technique;

机译：数码相机;布;会员功能;神经模糊技术;

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Estimation of fabric color by camera based neuro- fuzzy technique

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