Research Article

An Improved Deep Residual Network-Based Semantic Simultaneous Localization and Mapping Method for Monocular Vision Robot

Table 1

The experimental results of semantic recognition in the indoor environment.

Semantic labelsTotal number of scenesFalse identification of scenesRecognition accuracy (%)

501 lab65395.38
Corridor2001592.50
Toilet35585.71
Average value1007.6792.33