This chapter outlines the current state of the art of Kinect sensor gait and activity
authentication. It also focuses on emotional cues that could be observed from human body …

Currently, most action recognition networks have deep overall structures, large model
parameters, and high requirements for computer hardware equipment. As a result, it is easy …

针对传统动作识别算法不易区分相似动作的问题, 提出一种基于深度关节与手工表观特征融合的
动作识别方法. 首先将关节空域位置及约束输入具有时空注意力机制的长短期记忆(LSTM) …

A deep architecture for enhancing students' action recognition is proposed to improve
preschool education. This paper seamlessly combines the teaching objectives, teaching …

Due to the differences between general actions are obvious, these actions are easily
recognized by traditional methods which are input with RGB data. But for similar actions, the …

Focusing on the issue that traditional skeletal feature-based action recognition algorithms
were not easy to distinguish similar actions, an action recognition method based on the …