scholar.google.com › citations
18 hours ago · We propose a spatial-structural graph convolution method which can better represent symmetrical human structures and edge nodes. ... Rethinking the st-gcns for 3d ...
Missing: behavior | Show results with:behavior
Jul 3, 2024 · ST-GCN is the first GCN algorithm working on 3D skeleton ... Skeleton-based human action recognition with global context-aware attention LSTM networks.
5 days ago · In practice, we develop a novel pipeline that extracts skeleton coordinates using pose estimation and tracking algorithms and employ Multi-person Panoramic GCN ...
Missing: behavior | Show results with:behavior
Jul 19, 2024 · This method has proven effective in improving human action recognition. Several variants derived from ST-GCN have achieved remarkable results [4], [5], [6], ...
Missing: behavior | Show results with:behavior
Jul 11, 2024 · This demonstrates the beneficial impact of depth estimation and dimensional enhancement. Substituting the CNN with a GCN for depth estimation in 2D-SCHAR (D-GM) ...
Missing: behavior | Show results with:behavior
Jul 17, 2024 · Core algorithm ST-GCN consists of BN (batch normalization), GCN (graph convolutional network), TCN (temporal convolutional network), POOL (pooling), and FC ( ...
People also search for
Jul 22, 2024 · The proposed model outperforms the STGCN model, achieving an 11.19% increase in MAE, a 12.37% improvement in RMSE and a 4.97% reduction in inference time. These ...
6 days ago · In the distracted driving behaviour recognition based on body posture, this section designs an ablation experiment using ST-GCN as the baseline, and unfolds the ...
[PDF] Group Non-Critical Behavior Recognition Based on Joint ...
thesai.org › Downloads › Paper_60...
1 day ago · The study employs a hybrid network model of CNN and BLSTM to obtain. IB features that contain group relationships through graph convolutional networks (GCN) and ...
Jul 12, 2024 · Following the overall goals of our framework, we want to create one framework that unifies GNNs across the spatial and spectral domains as well as within each ...
People also search for