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English(EN) Confidence-Gated Vision-Only Heading Alignment for UAV-UGV Cooperative Systems

新框架提高无人机-无人地面载具航向预测的可靠性

作者 PulseAugur 编辑部 · [2 个来源] ·

本文介绍了一种用于无人机-无人地面载具协同系统中基于视觉的航向预测的置信度门控框架。所提出的方法使用边界框面积和航向变化作为可靠性代理，以确定何时信任用于控制指令的预测航向。在低置信度期间，它将基线冻结保持策略与有界混合回退进行比较，证明了与简单地保持指令相比，该方法提高了指令发布的准确性和平滑度。 AI

影响 这项研究通过改进自主系统处理不确定感知数据的方式，可以提高其可靠性。

排序理由 该集群包含一篇详细介绍无人机-无人地面载具协同系统新方法的学术论文。

在 Hugging Face Daily Papers 阅读 →

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新框架提高无人机-无人地面载具航向预测的可靠性

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该集群包含一篇详细介绍无人机-无人地面载具协同系统新方法的学术论文。
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报道来源 [2]

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

    用于无人机-无人车协同系统的置信度门控纯视觉航向对齐

    Vision-based heading prediction is useful for UAV--UGV cooperation, but accurate prediction alone does not guarantee that every predicted heading should be issued directly as a control command. This paper investigates the decision problem of when and how a fixed vision-based head…

  2. arXiv cs.CV TIER_1 English(EN) · Reza Ahmari, Vahid Hemmati, Parham Kebria, Olusola Odeyomi, Kaushik Roy, Abdollah Homaifar ·

    用于无人机-无人车协同系统的置信度门控纯视觉航向对齐

    arXiv:2607.18713v1 Announce Type: cross Abstract: Vision-based heading prediction is useful for UAV--UGV cooperation, but accurate prediction alone does not guarantee that every predicted heading should be issued directly as a control command. This paper investigates the decision…

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