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English(EN) Unlocking Motion in Expressions: Temporal Calibration for Referring Video Object Segmentation

新框架校准运动语义以用于视频对象分割

研究人员开发了一个名为表情驱动运动校准(EMC)的新框架,以改进指代视频对象分割(RVOS)。该方法显式地建模了表情与运动语义之间的关系,允许根据语义需求自适应地调整运动信息。EMC框架包括从表情中提取运动控制信号、校准运动线索贡献以及构建与表情相关的时态阶段的模块,以提高分割精度。在多个基准测试上的评估证明了该方法的优越性。 AI

影响 这项研究通过更好地理解语言描述与视觉运动之间的相互作用,有望实现更准确的视频对象分割。

排序理由 该集群包含一篇详细介绍计算机视觉任务新技术框架的学术论文。

在 arXiv cs.CV 阅读 →

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新框架校准运动语义以用于视频对象分割

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报道来源 [2]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    解锁表情中的运动:用于指代视频对象分割的时间校准

    Referring Video Object Segmentation (RVOS) aims to segment referred objects at the pixel level in video sequences based on natural language descriptions. Existing methods typically introduce motion information within a unified cross-modal temporal modeling framework, where langua…

  2. arXiv cs.CV TIER_1 English(EN) · Yiwen Jiang, Zhengtong Zhu, Ruixin Zhang, Jiaqing Fan ·

    解锁表情中的运动:用于指代视频对象分割的时间校准

    arXiv:2608.16332v1 Announce Type: new Abstract: Referring Video Object Segmentation (RVOS) aims to segment referred objects at the pixel level in video sequences based on natural language descriptions. Existing methods typically introduce motion information within a unified cross…