A generalized methodology of sign language recognition on video streams based on neural networks and transformers

• Datum: 2023
• Hauptverfasser: Кузнєцова, Н. В., Смірнов, С. С.
• Format: Artikel
• Sprache: Ukrainisch
• Veröffentlicht: Інститут проблем реєстрації інформації НАН України 2023
• Schlagworte: system methodology; system analysis; neural networks; transformers; sign language; recognition; recurrent neural networks; convolutional neural networks
• Online Zugang: http://drsp.ipri.kiev.ua/article/view/300527
• Назва журналу: Data Recording, Storage & Processing

The investigation presents a systematic methodology for effective sign language recognition on video streams which considers the importance of using neural networks and transformers for automatic detection and gestures recognition in real time. This methodology combines such fields as computer visio...