[POSTER] Content completion in lower dimensional feature space through feature reduction and compensation

Mariko Isogawa, Dan Mikami, Kosuke Takahashi, Akira Kojima

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

A novel framework for image/video content completion comprising three stages is proposed. First, input images/videos are converted to a lower dimensional feature space, which is done to achieve effective restoration even in cases where a damaged region includes complex structures and changes in color. Second, a damaged region is restored in the converted feature space. Finally, an inverse conversion from the lower dimensional feature space to the original feature space is performed to generate the completed image in the original feature space. This three-step solution generates two advantages. First, it enhances the possibility of applying patches dissimilar to those in the original color space. Second, it enables the use of many existing restoration methods, each having various advantages, because the feature space for retrieving the similar patches is the only extension. Experiments verify the effectiveness of the proposed framework.

本文言語English
ホスト出版物のタイトルProceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2015
編集者Nobuchika Sakata, Richard Newcombe, Robert Lindeman, Christian Sandor, Walterio Mayol-Cuevas, Veronica Teichrieb
出版社Institute of Electrical and Electronics Engineers Inc.
ページ156-159
ページ数4
ISBN(電子版)9781467376600
DOI
出版ステータスPublished - 2015 11月 11
外部発表はい
イベント14th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2015 - Fukuoka, Japan
継続期間: 2015 9月 292015 10月 3

出版物シリーズ

名前Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2015

Other

Other14th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2015
国/地域Japan
CityFukuoka
Period15/9/2915/10/3

ASJC Scopus subject areas

  • コンピュータ サイエンスの応用
  • モデリングとシミュレーション
  • 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

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