Research Article

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

Table 2

The experimental results of semantic recognition in the mix environment.

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

West801087.50
South80692.50
East80593.50
North80890.00
Inner800100.00
Average value805.892.70