Manga-specific features and latent style model for manga style analysis

Wei Ta Chu, Wei Chung Cheng

研究成果: Conference contribution

9 引文 斯高帕斯(Scopus)

摘要

A latent style model describing manga styles based on the proposed manga-specific features is constructed to facilitate novel style-based applications. Two manga-specific features, i.e., screentone features showing texture and shade, and panel features showing panel arrangement, are firstly proposed to describe manga pages. Based on the latent Dirichlet allocation technique, we discover latent style elements embedded in manga documents, which are described by visual words derived from manga-specific features. Distributions of style elements are then used to measure similarity between manga documents, and facilitate the development ofvarious style-based applications. Experimental results show that the features and models especially designed for describing manga styles yield promising performance and could bring many potential extensions.

原文English
主出版物標題2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1332-1336
頁數5
ISBN(電子)9781479999880
DOIs
出版狀態Published - 2016 五月 18
事件41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Shanghai, China
持續時間: 2016 三月 202016 三月 25

出版系列

名字ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2016-May
ISSN(列印)1520-6149

Conference

Conference41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016
國家/地區China
城市Shanghai
期間16-03-2016-03-25

All Science Journal Classification (ASJC) codes

  • 軟體
  • 訊號處理
  • 電氣與電子工程

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