A new scene segmentation method based on color information for mobile robot in indoor environment

Xu Dong Zhang, Qi Jie Zhao, Qing Xu Meng, Da Wei Tu, Jin Gang Yi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Scene segmentation is the basis of autonomous robots environmental understanding. For scene objects show different color characteristics aggregation in the mobile service robot operating indoor environment, this thesis proposes a scene segmentation method based on color layering and Multi-Size filtering. This paper slices the scene by constructing the color layering model and then designs the multi-size filter, which is designed according to the results of detecting the numbers and size of the connected domains in one layer, to segment the target. This paper also builds a robot operating system and the experiments of global environment and local scene are constructed with an average accuracy of scene segmentation and hierarchical, respectively, reaching 96.2 and 92.5 %. The results show that the method can effectively segment the scenes with salient color features.

Original languageEnglish (US)
Title of host publicationWearable Sensors and Robots - Proceedings of International Conference on Wearable Sensors and Robots 2015
EditorsG.S. Virk, Canjun Yang, Huayong Yang
PublisherSpringer Verlag
Pages353-363
Number of pages11
ISBN (Print)9789811024030
DOIs
StatePublished - 2017
EventInternational Conference on Wearable Sensors and Robots, ICWSR 2015 - Hangzhou, China
Duration: Oct 16 2015Oct 18 2015

Publication series

NameLecture Notes in Electrical Engineering
Volume399
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Other

OtherInternational Conference on Wearable Sensors and Robots, ICWSR 2015
Country/TerritoryChina
CityHangzhou
Period10/16/1510/18/15

All Science Journal Classification (ASJC) codes

  • Industrial and Manufacturing Engineering

Keywords

  • Color layering
  • Multi-size filtering
  • Scene segmentation
  • Service robot

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