The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
조회수
88
쓰기 제약이 인식 성능에 미치는 영향에 초점을 맞춘 관성 센서 기반 에어 라이팅에 관한 기존 연구는 거의 없습니다. 우리는 LSTM 기반 시스템을 제안하고 CHMM, DTW-AP 및 CNN에 대해 다양한 제약 조건 설정 하에서 여러 가지 정량적 분석을 수행했습니다. 제안된 시스템은 정확성, 실시간 성능 및 유연성 측면에서 장점을 보여줍니다.
Songbin XU
South China University of Technology
Yang XUE
South China University of Technology
Yuqing CHEN
South China University of Technology
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부
Songbin XU, Yang XUE, Yuqing CHEN, "Quantitative Analyses on Effects from Constraints in Air-Writing" in IEICE TRANSACTIONS on Information,
vol. E102-D, no. 4, pp. 867-870, April 2019, doi: 10.1587/transinf.2018EDL8042.
Abstract: Very few existing works about inertial sensor based air-writing focused on writing constraints' effects on recognition performance. We proposed a LSTM-based system and made several quantitative analyses under different constraints settings against CHMM, DTW-AP and CNN. The proposed system shows its advantages in accuracy, real-time performance and flexibility.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.2018EDL8042/_p
부
@ARTICLE{e102-d_4_867,
author={Songbin XU, Yang XUE, Yuqing CHEN, },
journal={IEICE TRANSACTIONS on Information},
title={Quantitative Analyses on Effects from Constraints in Air-Writing},
year={2019},
volume={E102-D},
number={4},
pages={867-870},
abstract={Very few existing works about inertial sensor based air-writing focused on writing constraints' effects on recognition performance. We proposed a LSTM-based system and made several quantitative analyses under different constraints settings against CHMM, DTW-AP and CNN. The proposed system shows its advantages in accuracy, real-time performance and flexibility.},
keywords={},
doi={10.1587/transinf.2018EDL8042},
ISSN={1745-1361},
month={April},}
부
TY - JOUR
TI - Quantitative Analyses on Effects from Constraints in Air-Writing
T2 - IEICE TRANSACTIONS on Information
SP - 867
EP - 870
AU - Songbin XU
AU - Yang XUE
AU - Yuqing CHEN
PY - 2019
DO - 10.1587/transinf.2018EDL8042
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E102-D
IS - 4
JA - IEICE TRANSACTIONS on Information
Y1 - April 2019
AB - Very few existing works about inertial sensor based air-writing focused on writing constraints' effects on recognition performance. We proposed a LSTM-based system and made several quantitative analyses under different constraints settings against CHMM, DTW-AP and CNN. The proposed system shows its advantages in accuracy, real-time performance and flexibility.
ER -