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Sep 12, 2023 · This paper presents a 2D skeleton-based action segmentation method with applications in fine-grained human activity recognition.
Apr 26, 2024 · Abstract—This paper presents a 2D skeleton-based action segmentation method with applications in fine-grained human activity recognition.
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion. Labels and Poses for Tum-Kitchen.
This paper uses sequences of 2D skeleton heatmaps as inputs and employs Temporal Convolutional Networks (TCNs) to extract spatiotemporal features and yields ...
We use 2D Skeleton Heatmaps and Multi-Modality Fusion to obtain state-of-the-art results on action segmentation. Our peer-reviewed research has been accepted ...
Apr 28, 2024 · This paper presents a 2D skeleton-based action segmentation method with applications in fine-grained human activity recognition.
This paper presents a 2D skeleton-based action segmentation method with applications in fine-grained human activity recognition. Paper
We first apply various augmentations on the original 2D skeletons S to obtain the augmented 2D skeletons S′, and then compute the augmented heatmaps H′ from the ...
In this work, we propose a novel two-stream adaptive graph convolutional network (2s-AGCN) for skeleton-based action recognition.
6 days ago · I am building a Pipeline for Action Recognition. I am basically generating 2D-Skeleton-Data with YOLO-Pose and then i want to use the 2D- ...
Missing: Heatmaps. | Show results with:Heatmaps.