ICDAR2017 Robust Reading Challenge on Omnidirectional Video

言語英語
種類国際会議等の予稿
著者Masakazu Iwamura,Naoyuki Morimoto,Keishi Tainaka,Dena Bazazian,Lluis Gomez,Dimosthenis Karatzas
論文名ICDAR2017 Robust Reading Challenge on Omnidirectional Video
論文誌名Proc. 14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017)
ページpp.1448-1453
発表場所Kyoto, Japan
査読の有無有
年月2017年9月
分野パターン認識
DOI10.1109/ICDAR.2017.236
URLhttp://rrc.cvc.uab.es/?ch=7
キーIwamura2017_ICDAR (id=1599)

要約

Results of ICDAR 2017 Robust Reading Challenge on Omnidirectional Video are presented. This competition uses Downtown Osaka Scene Text (DOST) Dataset that was captured in Osaka, Japan with an omnidirectional camera. Hence, it consists of sequential images (videos) of different view angles. Regarding the sequential images as videos (video mode), two tasks of localisation and end-to-end recognition are prepared. Regarding them as a set of still images (still image mode), three tasks of localisation, cropped word recognition and end-to-end recognition are prepared. As the dataset has been captured in Japan, the dataset contains Japanese text but also include text consisting of alphanumeric characters (Latin text). Hence, a submitted result for each task is evaluated in three ways: using Japanese only ground truth (GT), using Latin only GT and using combined GTs of both. Finally, by the submission deadline, we have received two submissions in the text localisation task of the still image mode. We intend to continue the competition in the open mode. Expecting further submissions, in this report we provide baseline results in all the tasks in addition to the submissions from the community.

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