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PALF: 预注释与相机 - LiDAR 后期融合,用于点云简易注释【英文版】.pdf |
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英文标题:PALF: Pre-Annotation and Camera-LiDAR Late Fusion for the Easy Annotation of Point Clouds中文摘要:本文提出了一种预注释算法和相机 - LiDAR 后期融合算法来方便且准确地注释点云数据,实验结果表明该算法可以提高 6.5 倍的注释速度、提高 3D 交集超过联合和精度 8.2 点和 5.6 点,同时降低失误率 31.9 点。英文摘要:3D object detection has become indispensable in the field of autonomousdriving. To date, gratifying breakthroughs have been recorded in 3D objectdetection research, attributed to deep learning. However, deep learningalgorithms are data-driven and require large amounts of annotated
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