- 智能网联汽车:激光与视觉SLAM详解
- 陈苑锋 董雪 马建军 徐守龙等
- 132字
- 2025-01-22 14:32:49
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/3_01.jpg?sign=1739103094-v2rLjrOhNwwFRAx9uVgBzM6KPIgClyHw-0-d56f748506411ffb93185ef0db40163f)
图3-10 传感器融合解决建图定位问题
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/3_02.jpg?sign=1739103094-C4QySc0bAQrmg5osipTYP1hlVpj7gAEx-0-762349590ee6fbf48fc274a7d005cc9d)
图3-11 传感器融合解决感知问题
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/4_01.jpg?sign=1739103094-38ZJnukcFSdtffiFpYzzR5R67LKEXS86-0-f74402aaa6384713e36bc012eca25869)
图4-2 统计滤波器
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/4_02.jpg?sign=1739103094-ZBQJVv7QfEQ9rxIujIhbUMIkuJEfsCv6-0-9e2408c242a8d5fb1187bfe9c7a72be6)
图4-3 体素滤波器
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/5_01.jpg?sign=1739103094-LxHL3p1iPwQHHOscKIGtg6ccxBJ6egzE-0-5d6af606a967b309dc4af4890f41bf95)
图4-4 高斯滤波器
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/5_02.jpg?sign=1739103094-srstIuyK8x7MW62zpeqbxkhopHlzC7X9-0-e546e875ff62f75b674f577344ac3861)
图4-17 提取的平面点和边缘点
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/6_01.jpg?sign=1739103094-GvezT6ZwD2iEbj878cnOsQqe4l9JXlfW-0-b1dcd2b43ebf1eef4b3d23d0766da34d)
图4-21 NSH数据集运行效果
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/7_01.jpg?sign=1739103094-a0BWhKgt6wFGLEsY4axDJljW5bG7coco-0-3ac6a951759825441257fafcbdaa9916)
图4-22 KITTI数据集运行效果
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/8_01.jpg?sign=1739103094-Zhk9fPhBfhJxXdhFVMDkg9ynZ5hdFf5j-0-5c1d6e2bc2723835b611179cc0a523aa)
图4-25 LeGO-LOAM的运行效果
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/9_01.jpg?sign=1739103094-x6E2T4akpOXDBt4nCMT6hijDsDq2Cbeb-0-d88e58ebe6bb1c137a327f8c857fc7d9)
图4-28 LIO-SAM的运行效果
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/10_01.jpg?sign=1739103094-I7x9VVXjTgTdrKJGAQlVpr6NgUiJdEIm-0-e82f5c1128897bbd8a35ecfdd54a27ab)
图6-16 针对单目SLAM的语义地图重建示例
![](https://epubservercos.yuewen.com/0BCA71/31724811607566606/epubprivate/OEBPS/Images/10_02.jpg?sign=1739103094-aVxqfg7OMNGyyCOk9wnabVEFyXYvmQxi-0-8417691d85668c9ba471bba086bf30b6)
图6-17 稠密三维CNN语义建图在NYUv2上测试的结果