首页> Scientific reports> A hybrid CNN-transformer framework optimized by Grey Wolf Algorithm for accurate sign language recognition.

A hybrid CNN-transformer framework optimized by Grey Wolf Algorithm for accurate sign language recognition.

导出 LinkOut

翻译打印收藏纠错

第一作者： Abdirahman Osman,Hashi

第一单位： Department of Computer Science, Faculty of Computing, SIMAD University, Mogadishu, Somalia.;Department of Computer Science, Faculty of Computing, University Teknologi Malaysia, 81310, Skudia, Johor, Malaysia.

作者： Abdirahman Osman,Hashi ^[1] ; Siti Zaiton,Mohd Hashim ^[2] ; Seyedali,Mirjalili ^[3] ; Victor R,Kebande ^[4] ; Arafat,Al-Dhaqm ^[5] ; Maged,Nasser ^[6] ; Azurah Bte,A Samah ^[7]

作者单位： Department of Computer Science, Faculty of Computing, SIMAD University, Mogadishu, Somalia.;Department of Computer Science, Faculty of Computing, University Teknologi Malaysia, 81310, Skudia, Johor, Malaysia. ^[1] Department of Software Engineering, Faculty of Computing, University Teknologi Malaysia, 81310, Skudia, Johor, Malaysia. sitizaiton@utm.my. ^[2] Centre for Artificial Intelligence Research and Optimazation, Torrens University Australia, Fortitude Vally, Brisbane, QLD, 4006, Australia.;University Research and Innovation Center, Obuda University, Budapest, 1034, Hungary. ^[3] Department of Computer Science, Blekinge Institute of Technology, 371 79, Karlskrona, Sweden. victor.kebande@bth.se.;ATLAS Institute, University of Colorado Boulder, Boulder, CO, USA. victor.kebande@bth.se. ^[4] School of Computer Science (SCS), Taylor's University, 47500, Subang Jaya, Malaysia. ^[5] Department of Computing, Universiti Teknologi PETRONAS, 32610, Seri Iskandar, Malaysia. ^[6] Department of Computer Science, Faculty of Computing, University Teknologi Malaysia, 81310, Skudia, Johor, Malaysia. ^[7]

关键词 Convolutional neural network Grey Wolf Optimization Hand gesture recognition Hyperparameter optimization Sign language recognition

医学主题词手语(Sign Language);人类(Humans);算法(Algorithms);手势(Gestures)

DOI 10.1038/s41598-025-27390-2

PMID 41372241

发布时间 2025-12-13

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交