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Obstacle detection for assisting navigation of visually impaired people based on segmentation process

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

Abstract

Blindness is a condition when a person's sense of sight experiences a disturbance. Hence generally, it requires a tool for help him. One of the assistive devices for people with blind disabilities in carrying out their mobility is a stick or known as “The White Cane. In general, the blind stick has a permanent shape or cannot be folded. This stick works by tapping or sliding in all directions around the blind person standing, so it is very possible for the surrounding environment to feel disturbed. Based on these problems, we propose a device that can help the blind in walking or doing mobility based on computer vision analysis without having to disturb the surrounding environment. Connected Component Labeling is used to get a blob from an image. The blob that has been detected, then analyzed using segmentation based on the threshold process. The experimental results show that our proposed method using Min-max threshold is able to detect obstacles with an accuracy rate of 82.89 %.

Original languageEnglish
Title of host publicationProceedings of the 2019 4th International Conference on Robotics, Control and Automation, ICRCA 2019 - Workshop 2019 the 4th International Conference on Robotics and Machine Vision, ICRMV 2019
PublisherAssociation for Computing Machinery
Pages27-32
Number of pages6
ISBN (Electronic)9781450371834
DOIs
Publication statusPublished - 26 Jul 2019
Event2019 4th International Conference on Robotics, Control and Automation, ICRCA 2019 and its Workshop of 2019 4th International Conference on Robotics and Machine Vision, ICRMV 2019 - Guangzhou, China
Duration: 26 Jul 201928 Jul 2019

Publication series

NameACM International Conference Proceeding Series

Conference

Conference2019 4th International Conference on Robotics, Control and Automation, ICRCA 2019 and its Workshop of 2019 4th International Conference on Robotics and Machine Vision, ICRMV 2019
Country/TerritoryChina
CityGuangzhou
Period26/07/1928/07/19

Keywords

  • Bind
  • Blob
  • Image
  • Obstacle
  • Segmentation
  • Threshold

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