Publications-Proceedings

Article View/Open

Publication Export

Google ScholarTM

NCCU Library

Citation Infomation

Related Publications in TAIR

題名 Investigating Viewer`s Reliance on Captions Based on Gaze Information
作者 廖文宏
Wen-Hung Liao
Chiao-Ju Chen
Yi-Chieh Wu
貢獻者 資科系
關鍵詞 Eye movement  ; Eye tracker ; Subtitles
日期 2021-07
上傳時間 9-Dec-2021 16:13:54 (UTC+8)
摘要 Subtitles are present in almost all TV programs and films in Taiwan. Are Taiwanese more dependent on subtitles to appreciate the content of the film compared to people of other nationality? What happens if subtitles are removed or replaced by unfamiliar languages? In this research, we use Tobii EyeX to collect eye movement data from 45 native-speakers while they watch different films, and propose appropriate indicators to analyze their viewing behavior. To facilitate subsequent data analysis, certain areas of interest (AOI), such as the caption region and human face, are automatically detected using techniques including Canny edge detector and Faster R-CNN.
關聯 HCII 2021: Artificial Intelligence in HCI, Purdue University, pp.377-393
資料類型 conference
DOI 10.1007/978-3-030-77772-2_25
https://doi.org/10.1007/978-3-030-77772-2_25
dc.contributor 資科系
dc.creator (作者) 廖文宏
dc.creator (作者) Wen-Hung Liao
dc.creator (作者) Chiao-Ju Chen
dc.creator (作者) Yi-Chieh Wu
dc.date (日期) 2021-07
dc.date.accessioned 9-Dec-2021 16:13:54 (UTC+8)-
dc.date.available 9-Dec-2021 16:13:54 (UTC+8)-
dc.date.issued (上傳時間) 9-Dec-2021 16:13:54 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/138304-
dc.description.abstract (摘要) Subtitles are present in almost all TV programs and films in Taiwan. Are Taiwanese more dependent on subtitles to appreciate the content of the film compared to people of other nationality? What happens if subtitles are removed or replaced by unfamiliar languages? In this research, we use Tobii EyeX to collect eye movement data from 45 native-speakers while they watch different films, and propose appropriate indicators to analyze their viewing behavior. To facilitate subsequent data analysis, certain areas of interest (AOI), such as the caption region and human face, are automatically detected using techniques including Canny edge detector and Faster R-CNN.
dc.format.extent 6712810 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) HCII 2021: Artificial Intelligence in HCI, Purdue University, pp.377-393
dc.subject (關鍵詞) Eye movement  ; Eye tracker ; Subtitles
dc.title (題名) Investigating Viewer`s Reliance on Captions Based on Gaze Information
dc.type (資料類型) conference
dc.doi.uri (DOI) 10.1007/978-3-030-77772-2_25
dc.doi.uri (DOI) https://doi.org/10.1007/978-3-030-77772-2_25