Detection of bus routes number in bus panel via learning approach

Chun Ming Tsai, Zong Mu Yeh

研究成果: 書貢獻/報告類型會議貢獻

3 引文 斯高帕斯(Scopus)

摘要

Detection of bus route number is a very important issue for assisting visually impaired people to take the bus. This paper proposes an intelligent approach to detect bus route numbers to help visually impaired people to "see" the bus route number of a moving bus. Current e-bus stations in Taipei, Taiwan, are not very robust in bad weather. For visually impaired people, it is very difficult know which bus route number is approaching the bus station. Some past research used RFID, GIS, sound, and image-based methods to help visually impaired people to "see" bus route number. However, the development of bus route number reading devices for visually impaired people in real time is still at an early stage. In this paper, we propose an efficient and effective learning-based method to detect the bus route number in displayed on the bus façade panel of the moving bus. Experimental results show that the proposed method can reduce time complexity and achieve high bus route number detection rates.

原文英語
主出版物標題Intelligent Information and Database Systems - 6th Asian Conference, ACIIDS 2014, Proceedings
發行者Springer Verlag
頁面302-311
頁數10
版本PART 2
ISBN(列印)9783319054575
DOIs
出版狀態已發佈 - 2014 一月 1
事件6th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2014 - Bangkok, 泰国
持續時間: 2014 四月 72014 四月 9

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
號碼PART 2
8398 LNAI
ISSN(列印)0302-9743
ISSN(電子)1611-3349

其他

其他6th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2014
國家泰国
城市Bangkok
期間14/4/714/4/9

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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