学術用アノテーション付き漫画画像データセットの構築と解析

藤本 東; 小川 徹; 山本 和慶; 松井 勇佑; 山崎 俊彦; 相澤 清晴

doi:10.11485/itetr.41.5.0_35

41.05 Multi-media Storage(MMS)/Consumer Electronics(CE)/Human Information(HI)/Media Engineering(ME)/Artistic Image Technology(AIT)

Session ID : MMS2017-3

DOI https://doi.org/10.11485/itetr.41.5.0_35

Conference information

Host: Multi-media Storage(MMS)

Name : Multi-media Storage(MMS)/Consumer Electronics(CE)/Human Information(HI)/Media Engineering(ME)/Artistic Image Technology(AIT)

Date : February 20, 2017 - February 21, 2017

Creation and Analysis of Manga109 Metadata

*Azuma FUJIMOTO, Toru OGAWA, Kazuyoshi YAMAMOTO, Yusuke MATSUI, Toshihiko YAMASAKI, Kiyoharu AIZAWA

Author information

Keywords: Manga, Dataset, Metadata, Annotation Tool

CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract

We have created Manga109, a dataset of a variety of 109 Japanese comic books publicly available for use for academic purposes. This dataset provides numerous comic images but lacks the annotations of elements in the comics that are necessary for use by machine learning algorithms or evaluation of methods. In this paper, we present the metadata of Manga109 including the annotations of “frame”, “text”, and “character”. And then, we analyze the metadata to reveal the tendency of drawing of every author or genre in Japanese comics.

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