Introduces SIA-RAPN benchmark of 50 clinical videos with 12 fine-grained renorrhaphy action labels and evaluates four temporal segmentation models, with DiffAct leading on most metrics.
Do we really need temporal convolutions in action segmentation? In2023 IEEE International Conference on Multimedia and Expo (ICME), pages 1014–1019
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Fine-Grained Action Segmentation for Renorrhaphy in Robot-Assisted Partial Nephrectomy
Introduces SIA-RAPN benchmark of 50 clinical videos with 12 fine-grained renorrhaphy action labels and evaluates four temporal segmentation models, with DiffAct leading on most metrics.