基于反向传播神经网络的pwm控制LCD颜色测量系统

J. Kuo, Xian-Lin Liu
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引用次数: 0

摘要

本文将开发一个色彩测量系统来描述与设备相关的色彩空间和与设备无关的色彩空间之间的关系。从色彩理论来看,二者的关系可能存在一些非线性现象。非线性关系可以用具有学习过程的神经网络来描述。学习过程采用反向传播算法。神经网络的输出将提供颜色坐标变换。因此,LCD的色度就可以确定了。
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The Color Measurement System of PWM-Controlled LCD by Using Back-Propagation Neural Network
This paper will develop a color measurement system that can describe the relation between device-dependent color space and device-independent color space. From the color theory, the relation might have some nonlinear phenomena. The nonlinear relation can be described by using the neural network with learning process. The back propagation algorithm is used for the learning process. The output of the neural network will provide color coordinate transformation. Therefore, the color chromaticity of the LCD can then be determined.
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