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Research of object recognition algorithm based on variable illumination

  • Songhao Piao*
  • , Qiubo Zhong
  • , Shuai Wang
  • , Xianfeng Wang
  • *Corresponding author for this work
  • School of Computer Science and Technology, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The robot vision system is the critical component of the soccer robot, in football competition, robot perceive the most of the information from the vision system. Because of the variable illumination conditions, the traditional image segmentation method based on color information is not satisfactory. Based on the color information and shape information of the object, this paper proposes a object recognition algorithm that combine color image segmentation with edge detection. This algorithm implement image segmentation use color information in the HSV color space obtain the pixel of the object, then use this pixel implement edge detection to recognize the object. Experiments show that this algorithm can recognize the object exactly in the different illumination conditions, satisfy the requirement of the competition.

Original languageEnglish
Title of host publicationAdvances in Civil Engineering
Pages2096-2100
Number of pages5
DOIs
StatePublished - 2011
Externally publishedYes
Event2011 International Conference on Civil Engineering and Building Materials, CEBM 2011 - Kunming, China
Duration: 29 Jul 201131 Jul 2011

Publication series

NameAdvanced Materials Research
Volume255-260
ISSN (Print)1022-6680

Conference

Conference2011 International Conference on Civil Engineering and Building Materials, CEBM 2011
Country/TerritoryChina
CityKunming
Period29/07/1131/07/11

Keywords

  • Edge detection
  • Image segmentation
  • Robot vision

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