RNN-based Dialogue Navigation System for Visually Impaired

Ching Han Chen, Ming Fang Shiu

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

Helping the visually impaired to walk and guiding him to the destination is a challenging task. The difficulty is to use natural language as the only communication method and assist the visually impaired to see the road. We have developed a conversational navigation system that integrates multiple rounds of dialogue to confirm the destination for the visually impaired. Besides, we also use image interpretation technology based on the RNN neural network to describe the scene in front of the user. Finally, in terms of hardware, we use a low-cost, low- power embedded hardware that integrates cameras, Wi-Fi, and microphones to implement this application.

原文???core.languages.en_GB???
主出版物標題Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020
發行者Institute of Electrical and Electronics Engineers Inc.
頁面140-143
頁數4
ISBN(電子)9781665404839
DOIs
出版狀態已出版 - 12月 2020
事件1st International Conference on Pervasive Artificial Intelligence, ICPAI 2020 - Taipei, Taiwan
持續時間: 3 12月 20205 12月 2020

出版系列

名字Proceedings - 2020 International Conference on Pervasive Artificial Intelligence, ICPAI 2020

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???event.eventtypes.event.conference???1st International Conference on Pervasive Artificial Intelligence, ICPAI 2020
國家/地區Taiwan
城市Taipei
期間3/12/205/12/20

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