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使用对比的VideoMoCo框架进行自主监督学习,用于使用3D卷积网络识别沙特阿拉伯手语

Mahmoud Rokaya1, Dalia I Hemdan2, Mohammed A Alzain3

  • 1Department of Information Technology, College of Computers and Information Technology, Taif University, 21944, Taif, Saudi Arabia. mahmoudrokaya@tu.edu.sa.

Scientific reports
|November 13, 2025
PubMed
概括

本研究介绍了沙特阿拉伯手语 (SArSL) 认可的自我监督学习框架,达到92.7%的F1分数. 该方法通过改进的手势识别来提高沙特聋人社区的可访问性.

关键词:
三维卷积神经网络 3D卷积神经网络阿拉伯手语手语识别系统相反的学习学习.沙特阿拉伯手语 (ArSL) 是沙特阿拉伯的手语.自主监督学习学习在视频MoCoCo中,你会看到视频.

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