May 18, 2021 · In this paper, we propose a spatio-temporal difference descriptor based on a directional convolution architecture that enables us to learn the spatio-temporal ...
Skeleton-based action recognition has become a popular technique due to its effective and convenient representa- tion of human actions. Recent data-driven works ...
6 days ago · To tackle this issue, we propose IMDAR (Invariant Multi-Descriptors for Action Recognition): A framework that uses multiple spatio-temporal ...
Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition. Chongyang Ding, Kai Liu, Jari Korhonen, Evgeny Belyaev. Keywords: Abstract Paper ...
Oct 10, 2022 · This article proposes a view invariant spatio-temporal descriptor (VISTD) that encodes the positions of skeleton joints in each frame of an action sequence.
We collect existing papers on skeleton-based action recognition published in prominent conferences and journals. This paper list will be continuously updated.
Feb 4, 2022 · We propose the To-aT Spatio-Temporal Focus (STF), a skeleton-based action recognition framework that utilizes the spatio-temporal gradient to focus on relevant ...
Missing: Descriptor | Show results with:Descriptor
Spatio-temporal neural network with handcrafted features for skeleton ...
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Feb 24, 2024 · LSTM-based approaches achieve good performance for the human action recognition problem using skeletal data. But these presented limitations ...
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In this paper, we propose a novel spatio-temporal graph routing (STGR) scheme for skeleton- based action recognition, which adaptively learns the in- trinsic ...
Yang et al. developed a skeleton joint descriptor for HAR based on the difference between the positions of skeleton joints. They computed Eigen Joints that ...