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Optimization algorithm improved by multi-autoencoder and difference smoothing for digital human sign language actions

delete2026-06-29
delete0
PRE
AI
Y
Yongfei Wang
M
Meng Yi
H
Huimin Sun
X
Xiulong Ma
C
Changzhi Lv
D
Di Fan *
DOI：10.1016/j.asoc.2026.115830delete
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摘要

摘要

En 中文
• 采用堆叠自编码器和卷积自编码器的组合优化运动数据，提高了网络输出运动数据的位置精度和平滑度。 • 添加时间注意力机制，使模型更关注运动数据中的手部运动信息，提升手语动作优化的质量。 • 通过采用基于有限差分的平滑算法，解决了卷积自编码器处理后运动数据平滑度降低的问题。

期刊

Applied Soft Computing 封面图
Applied Soft Computing
IF:
6.6
论文数:
1.4W
被引数:
4.8W

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