Combining Adaptive Hierarchical Depth Motion Maps With Skeletal Joints for Human Action Recognition

Combining Adaptive Hierarchical Depth Motion Maps With Skeletal Joints for Human Action Recognition

This paper presents a new framework for human action recognition by fusing human motion with skeletal joints. First, adaptive hierarchical depth motion maps (AH-DMMs) are proposed to capture the shape and motion cues of action sequences. Specifically, AH-DMMs are calculated over adaptive hierarchica...

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Bibliographic Details
Main Authors: Runwei Ding, Qinqin He, Hong Liu, Mengyuan Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Action recognition
depth data
skeleton joint
depth motion maps
Online Access:https://ieeexplore.ieee.org/document/8573758/

Internet

https://ieeexplore.ieee.org/document/8573758/

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