基于3D关键点的双目视觉物体6D位姿估计
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宁锴旭,陆晴,杨恒,王韶涵
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6D pose estimation of binocular vision object based on 3D key point
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Kaixu NING,Qing LU,Heng YANG,Shaohan WANG
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| 表 3 位姿估计精度的对比结果 |
| Tab.3 Comparison result of accuracy of pose estimation |
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| 方法 | 瓶子 | | 马克杯 | | 杯子 | | 鼠标 | | 3 cm 3° | 5 cm 5° | | 3 cm 3° | 5 cm 5° | | 3 cm 3° | 5 cm 5° | | 3 cm 3° | 5 cm 5° | | HLoc | 0.703 | 0.813 | | 0.793 | 0.831 | | 0.739 | 0.837 | | 0.729 | 0.832 | | OnePose | 0.733 | 0.836 | | 0.806 | 0.828 | | 0.729 | 0.832 | | 0.711 | 0.819 | | Gen6D$ ^\dagger $ | 0.572 | 0.613 | | 0.575 | 0.608 | | 0.468 | 0.515 | | 0.508 | 0.613 | | Gen6D | 0.591 | 0.633 | | 0.598 | 0.631 | | 0.502 | 0.583 | | 0.566 | 0.631 | | StereoNet | 0.773 | 0.865 | | 0.813 | 0.844 | | 0.791 | 0.854 | | 0.787 | 0.845 |
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