Table 7 Table of accuracy evaluation of SLAM system on KITTI dataset.

From: A visual SLAM loop closure detection method based on lightweight siamese capsule network

 

Methods

OURS

ORB-SLAM2

ATE

ATE

00

1.3

1.4

00 (aug)

1.6

1.7

01

11.2

11.4

01 (aug)

12.9

13.5

02

5.8

5.8

02 (aug)

6.1

6.3

03

0.7

0.7

03 (aug)

0.7

0.8

04

0.2

0.2

04 (aug)

0.3

0.3

05

0.8

0.9

05 (aug)

1.0

1.2