English(EN) FuseMamba-VD: Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection

FuseMamba-VD 推出用于视频暴力检测的高效双分支架构

作者 PulseAugur 编辑部 · [1 个来源] · 2026-07-07 04:00

研究人员推出 FuseMamba-VD，这是一种用于高效视频暴力检测的新型双分支架构。该模型结合了状态空间模型 (SSM) 主干和门控机制，以融合空间和时间特征，从而提高在具有挑战性的监控场景中的准确性。所提出的方法还通过合并几个现有数据集来引入新的基准，展示了最先进的性能以及准确性和计算效率之间的良好平衡。 AI

影响这项研究推动了高效视频分析技术的发展，有可能改进监控系统和其他视频处理应用。

排序理由该集群包含一篇详细介绍视频暴力检测新模型架构和基准的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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Signal score: 0 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 该集群包含一篇详细介绍视频暴力检测新模型架构和基准的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Damith Chamalke Senadeera, Muhammad Awais, Shibo Li, Dimitrios Kollias, Gregory Slabaugh · 2026-07-07 04:00

FuseMamba-VD：用于暴力检测的双分支VideoMamba与门控类别令牌融合

arXiv:2506.03162v3 Announce Type: replace-cross Abstract: The rapid proliferation of surveillance cameras has increased the demand for automated violence detection. While CNNs and Transformers have shown success in extracting spatio-temporal features, they struggle with long-term…

本文如何被排名

报道来源 [1]

FuseMamba-VD：用于暴力检测的双分支VideoMamba与门控类别令牌融合

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