3D PixMix: Image Inpainting in 3D Environments

Shohei Mori, Jan Herling, Wolfgang Broll, Norihiko Kawai, Hideo Saito, Dieter Schmalstieg, Denis Kalkofen

研究成果: Conference contribution

2 引用 (Scopus)

抜粋

State of the art methods for diminished reality (DR) propagate pixel information from keyframes to later frames to achieve real-time image inpainting in 3D spaces. However, this approach assumes a planar scene and produces artifacts, if the scene geometry is not sufficiently planar. In this paper, we present 3D PixMix, a new real-time inpainting method that addresses non-planar scenes by considering both color and depth information in the inpainting process. We define cost functions for both the color and the geometric appearance in the inpainting scheme and use an RGB-D sensor for depth fusion using a SLAM. Comparison results against the conventional PixMix show that 3D PixMix obtains the equivalent or even better quality in 3D scenes with additional depth information.

元の言語English
ホスト出版物のタイトルAdjunct Proceedings - 2018 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2018
出版者Institute of Electrical and Electronics Engineers Inc.
ページ1-2
ページ数2
ISBN(電子版)9781538675922
DOI
出版物ステータスPublished - 2019 4 25
イベント17th IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2018 - Munich, Germany
継続期間: 2018 10 162018 10 20

出版物シリーズ

名前Adjunct Proceedings - 2018 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2018

Conference

Conference17th IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2018
Germany
Munich
期間18/10/1618/10/20

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Artificial Intelligence

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  • これを引用

    Mori, S., Herling, J., Broll, W., Kawai, N., Saito, H., Schmalstieg, D., & Kalkofen, D. (2019). 3D PixMix: Image Inpainting in 3D Environments. : Adjunct Proceedings - 2018 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2018 (pp. 1-2). [8699212] (Adjunct Proceedings - 2018 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISMAR-Adjunct.2018.00020