The STMSD descriptor gives a complete view of the body skeleton in space and time. Among the three features, the Relative Geometric Velocity (RGV) is first ...
The STMSD descriptor gives a complete view of the body skeleton in space and time. Among the three features, the Relative Geometric Velocity (RGV) is first ...
The STMSD descriptor gives a complete view of the body skeleton in space and time. Among the three features, the Relative Geometric Velocity (RGV) is first ...
... Most of the skeleton-based methods utilize either the 3D locations or the angles of the joints to represent the human skeleton. By extracting the spatial- ...
The STMSD descriptor gives a complete view of the body skeleton in space and time. Among the three features, the Relative Geometric Velocity (RGV) is first ...
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Jan 27, 2024 · This research represents the first comprehensive discussion of deep learning-based action recognition using 3D skeleton data.
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Aug 8, 2021 · We combine spatial and temporal skeleton features to represent human actions, which include not only geometrical features, but also multiscale motion features.
A new skeletal representation that explicitly models the 3D geometric relationships between various body parts using rotations and translations in 3D space ...
Apr 1, 2024 · In the field of skeleton-based action recognition, accurately recognizing human actions is crucial for applications such as virtual reality ...
This paper presents a novel skeleton-based representation and a deep learning framework for 3D action recognition using RGB-D sensors.