边缘AI和单目视觉赋能鲁棒的漫游车导航

作者 PulseAugur 编辑部 · [2 个来源] · 2026-04-24 08:03

研究人员开发了一个深度感知漫游车系统，该系统利用边缘AI和单目视觉进行导航。研究将模拟立体视觉与真实世界单目深度估计进行了比较，发现后者更具实用性。漫游车使用Raspberry Pi 4实现了0.1 FPS的深度估计和10 FPS的目标检测。 AI

影响展示了一种使用边缘设备上的单目视觉进行真实世界AI导航的经济高效的方法。

排序理由学术论文，详细介绍了AI驱动的漫游车导航的一种新颖方法。

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

报道来源 [2]

arXiv cs.CV TIER_1 English(EN) · Lomash Relia, Jai G Singla, Amitabh, Nitant Dube · 2026-04-27 04:00

Depth-Aware Rover: A Study of Edge AI and Monocular Vision for Real-World Implementation

arXiv:2604.22331v1 Announce Type: new Abstract: This study analyses simulated and real-world implementations of depth-aware rover navigation, highlighting the transition from stereo vision to monocular depth estimation using edge AI. A Unity-based lunar terrain simulator with ste…
arXiv cs.CV TIER_1 English(EN) · Nitant Dube · 2026-04-24 08:03

Depth-Aware Rover: A Study of Edge AI and Monocular Vision for Real-World Implementation

This study analyses simulated and real-world implementations of depth-aware rover navigation, highlighting the transition from stereo vision to monocular depth estimation using edge AI. A Unity-based lunar terrain simulator with stereo cameras and OpenCV's StereoSGBM was used to …