SIS-挑战：CVPR 2025 事件基视觉工作坊上的时空实例分割挑战

Friedhelm Hamann; Emil Mededovic; Fabian Gülhan; Yuli Wu; Johannes Stegmaier; Jing He; Yiqing Wang; Kexin Zhang; Lingling Li; Licheng Jiao; Mengru Ma; Hongxiang Huang; Yuhao Yan; Hongwei Ren; Xiaopeng Lin; Yulong Huang; Bojun Cheng; Se Hyun Lee; Gyu Sung Ham; Kanghan Oh; Gi Hyun Lim; Boxuan Yang; Bowen Du; Guillermo Gallego

SIS-挑战：CVPR 2025 事件基视觉工作坊上的时空实例分割挑战

计算机视觉与模式识别 2025-08-19 v1 机器学习

作者: Friedhelm Hamann , Emil Mededovic , Fabian Gülhan , Yuli Wu , Johannes Stegmaier , Jing He , Yiqing Wang , Kexin Zhang , Lingling Li , Licheng Jiao , Mengru Ma , Hongxiang Huang , Yuhao Yan , Hongwei Ren , Xiaopeng Lin , Yulong Huang , Bojun Cheng , Se Hyun Lee , Gyu Sung Ham , Kanghan Oh , Gi Hyun Lim , Boxuan Yang , Bowen Du , Guillermo Gallego

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摘要

我们提供了时空实例分割（SIS）挑战概述，该挑战将在 CVPR 2025 事件基视觉工作坊上举行。该任务旨在从与事件相机和灰度相机数据时空对齐的输入中，预测定义对象类的准确像素级分割掩码。我们提供了任务、数据集、挑战细节和结果的概述。此外，我们描述了获胜前 5 名团队使用的方法。更多资源和代码可在此处获得：https://github.com/tub-rip/MouseSIS/blob/main/docs/challenge_results.md

关键词

时空实例分割事件基视觉 CVPR 挑战像素级分割事件相机

引用

@article{arxiv.2508.12813,
  title  = {SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop},
  author = {Friedhelm Hamann and Emil Mededovic and Fabian Gülhan and Yuli Wu and Johannes Stegmaier and Jing He and Yiqing Wang and Kexin Zhang and Lingling Li and Licheng Jiao and Mengru Ma and Hongxiang Huang and Yuhao Yan and Hongwei Ren and Xiaopeng Lin and Yulong Huang and Bojun Cheng and Se Hyun Lee and Gyu Sung Ham and Kanghan Oh and Gi Hyun Lim and Boxuan Yang and Bowen Du and Guillermo Gallego},
  journal= {arXiv preprint arXiv:2508.12813},
  year   = {2025}
}

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13 pages, 7 figures, 7 tables

SIS-挑战：CVPR 2025 事件基视觉工作坊上的时空实例分割挑战

摘要

关键词

引用

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