基于神经网络的手语翻译系统研究

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1、目录1绪论································································································11.1研究背景与意义·········································································11.2国内外研究现状········································································

2、·11.3研究内容与目标·········································································51.4本文结构安排············································································52神经网络的理论基础···········································································72.1神经网络的基本

3、理论···································································72.1.1神经元及MP模型·······························································72.1.2感知器··············································································82.1.3神经网络的学习规则····················

4、········································82.1.4神经网络的训练过程····························································92.2常见神经网络··········································································112.2.1BP神经网络························································

5、·············112.2.2卷积神经网络···································································122.2.3循环神经网络···································································142.3本章小结················································································153手语翻

6、译系统整体设计······································································173.1手语概述················································································173.1.1手语相关的名词术语··························································173.1.2手语动作术语···············

7、····················································173.1.3中国手语基本手势举例·······················································183.1.4手语特点小结···································································213.2系统的整体设计方案··················································

8、···············213.3系统的硬件设计·······································································243.3.1主控模块···············