.png){kind=icon}
返回
Hand gesture recognition based on convolution neural network
.png){kind=icon}
PRE
AI
DOI：10.1007/s10586-017-1435-x.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Due to the complexity issue of the hand gesture recognition feature extraction, for example the variation of the light and background. In this paper, the convolution neural network is applied to the recognition of gestures, and the characteristics of convolution neural network are used to avoid the feature extraction process, reduce the number of parameters needs to be trained, and finally achieve the purpose of unsupervised learning. Error back propagation algorithm, is loaded into the convolution neural network algorithm, modify the threshold and weights of neural network to reduce the error of the model. In the classifier, the support vector machine that is added to optimize the classification function of the convolution neural network to improve the validity and robustness of the whole model.
Keyword:
Convolutional neural networks
Error back propagation
Support vector machine
Hand gesture recognition
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
C
IF:
4.1
论文数:
5.1K
被引数:
7.5K
机构
引用论文
ANTITHROMBOSIS STEWARDSHIP AS A KEY DRIVER WITHIN A VTE CENTER OF EXCELLENCE-AMBITION INVESTIGATORS抗血栓管理作为卓越VTE中心的关键驱动因素——AMBITION研究者
PREAI
分享收藏Climatological Characteristics of Hydrometeors in Precipitating Clouds over Eastern China and Their Relationship with Precipitation Based on ERA5 Reanalysis基于ERA5再分析数据的中国东部降水云中水成物的气候特征及其与降水的关系
OAAI
OAAI分享收藏Human action recognition using genetic algorithms and convolutional neural networks.png)
PATTERN RECOGNITION
PATTERN RECOGNITIONIF7.6
PREAI
分享收藏Geopolymerization of Recycled Glass Waste: A Sustainable Solution for a Lightweight and Fire-Resistant MaterialRecyclingOAAI
RecyclingIF0
OAAI分享收藏分享收藏An enhanced depth map based rendering method with directional depth filter and image inpainting基于方向深度滤波器和图像修复的增强深度图渲染方法VISUAL COMPUTER
VISUAL COMPUTERIF2.9
PREAI
分享收藏
查看更多内容