Automatic preview generation of comic episodes for digitized comic search

Keiichiro Hoashi*, Chihiro Ono, Daisuke Ishii, Hiroshi Watanabe

*この研究の対応する著者

研究成果: Conference contribution

8 被引用数 (Scopus)

抄録

This research proposes a novel method to present "thumbnails" of episodes of digitized comics, in order to improve the efficiency of comic search. Comic episode thumbnails are generated based on image analysis technologies developed especially for comic images. Namely, the following procedures are developed for our system: automatic comic frame segmentation, text balloon extraction, and a linear regression based model to calculate the importance score of each extracted frame. The system then selects frames from each episode with high importance score, and aligns the selected frames to create the episode thumbnail, which is presented to the system user as a compact preview of the episode. User experiments conducted with actual Japanese comic images prove that the proposed method significantly decreases the time necessary to search for specific episodes from a large scaled comic data collection.

本文言語English
ホスト出版物のタイトルMM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops
ページ1489-1492
ページ数4
DOI
出版ステータスPublished - 2011 12 29
イベント19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11 - Scottsdale, AZ, United States
継続期間: 2011 11 282011 12 1

出版物シリーズ

名前MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

Conference

Conference19th ACM International Conference on Multimedia ACM Multimedia 2011, MM'11
国/地域United States
CityScottsdale, AZ
Period11/11/2811/12/1

ASJC Scopus subject areas

  • コンピュータ グラフィックスおよびコンピュータ支援設計
  • 人間とコンピュータの相互作用

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