动态场景下融合YOLOv11n目标检测的优化ORB-SLAM3算法
谢章郁,杨杰,欧阳嗣源,曾阳剑

Optimized ORB-SLAM3 algorithm incorporating YOLOv11n object detection for dynamic scenes
Zhangyu XIE,Jie YANG,Siyuan OUYANG,Yangjian ZENG
表 1 不同ORB-SLAM算法在TUM数据集中的绝对轨迹误差对比
Tab.1 Absolute trajectory error comparison of different ORB-SLAM algorithms on TUM dataset m
序列ORB-SLAM3仅加入目标检测算法本研究算法
RMSEAσRMSEAσRMSEAσ
xyz0.89760.40220.01940.00990.01520.0070
rpy0.61330.20220.03520.02030.02940.0149
halfphere0.37430.21790.04590.02550.02140.0112
static0.02050.01380.00640.00290.00580.0027