license: apache-2.0
size_categories:
- 10B<n<100B
This is the official website for raw video dataset used in the paper VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG, which is accepted by ECCV2024.
The Label.xlsx file shows labels about time of EEG onset and clnical onset annotated by clinical experts for each seizure.
EEG onset means abnormalities appear in EEG recodrings, sometimes it cannot cause behavioral symptoms, while clinical onset is defined by obvious behavioral abnoramlities can be detected.
The seizure type P means partial seizure, known as focal seizure, and PG means Partial to Generalized seizure which is more severe and lasts longer.
In order to preserve pravicy of patients and their families, we have to mask patients' face. However, this operation leads to sutle characteristcs/motions on face, which is hardly to detect the seizure onset early. We present the EEG onset and clinical onset time based on our raw non-mosaic video, so if you want to use this dataset, you can redefine the EEG/clinical onset based on your scenarios.
Last, we will add more patients in the future.
The project homepage is available at here.