Скачать или смотреть "An End-to-End Air Writing Recognition Method Based on Transformer", IEEE Access, 11, (2023/10/04).

◆Title
"An End-to-End Air Writing Recognition Method Based on Transformer", IEEE Access, 11: 109885-109898, (2023.10.04).
◆Explanation
((Subject/Topic)) Air Writing Recognition
((Purpose/Aim)) Air Writing Recognition.
((Approach/Idea)) Transformer
((Result))
This is one of the results of joint research between Warsaw University of Technology (Dr. Vibekananda Dutta) and Waseda University (Prof. Takafumi Matsumaru). Details are shown on the following paper(s):
Xuhang Tan, Jicheng Tong, Takafumi Matsumaru, Vibekananda Dutta (Warsaw University of Technology), Xin He: " An End-to-End Air Writing Recognition Method Based on Transformer", IEEE Access (ISSN 2169-3536), Vol.11, pp.109885-109898 (14 pages), (2023/10/04), doi:10.1109/ACCESS.2023.3321807
https://ieeexplore.ieee.org/document/...
((Date)) 2023.10.04.
((Copyright)) Bio-Robotics and Human-Mechatronics Laboratory (BRHM lab) (Takafumi Matsumaru Laboratory), Graduate School of Information, Production and Systems (IPS), Waseda University.
https://sem-matsumaru.w.waseda.jp/
https://matsumaru.w.waseda.jp/
((Keywords)) air writing, human-computer interaction (HCI), writing in the air (WiTA), air writing recognition method based on transformer models (TR-AWR), Transformer model, vision transformer, character error rate (CER), decoding frames per second (D-fps), data augmentation, Warsaw University of Technology, Waseda University,