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English(EN) Adding Thermal Awareness to Visual Systems in Real-Time via Distilled Diffusion Models

新的FusionProxy模块为视觉系统添加了实时热感知能力

作者 PulseAugur 编辑部 · [2 个来源] ·

研究人员开发了FusionProxy，这是一个新颖的模块，可将热成像与标准RGB视觉系统集成，实现实时感知。这个即插即用组件解决了现有高保真融合方法的延迟问题，使其适用于边缘部署。FusionProxy在静态识别方面表现出改进的性能，并在自动驾驶等动态任务中增强了鲁棒性，可在各种硬件平台上高效运行。 AI

影响 通过高效融合热数据和RGB数据，为自动驾驶等系统实现全天候实时感知。

排序理由 这是一篇详细介绍新图像融合方法的学术论文。

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

新的FusionProxy模块为视觉系统添加了实时热感知能力

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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Yuchen Guo, Junli Gong, Wenjun Dong, Yiuming Cheung, Weifeng Su ·

    通过蒸馏扩散模型为视觉系统实时添加热感知能力

    arXiv:2605.06010v1 Announce Type: new Abstract: Purely RGB-based vision models often fail to provide reliable cues in challenging scenarios such as nighttime and fog, leading to degraded performance and safety risks. Infrared imaging captures heat-emitting sources and provides cr…

  2. arXiv cs.CV TIER_1 English(EN) · Weifeng Su ·

    通过蒸馏扩散模型为视觉系统实时添加热感知能力

    Purely RGB-based vision models often fail to provide reliable cues in challenging scenarios such as nighttime and fog, leading to degraded performance and safety risks. Infrared imaging captures heat-emitting sources and provides critical complementary information, but existing h…

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