Interpreting Indoor Scene from a Single Full-View Image

カテゴリ: 論文誌(論文単位)

グループ名: 【C】電子・情報・システム部門

発行日: 2015/06/01

タイトル(英語): Interpreting Indoor Scene from a Single Full-View Image

著者名: Hanchao Jia (The Graduate School of Engineering, Tottori University), Shigang Li (The Graduate School of Engineering, Tottori University)

著者名(英語): Hanchao Jia (The Graduate School of Engineering, Tottori University), Shigang Li (The Graduate School of Engineering, Tottori University)

キーワード: scene understanding，a full-view image，close geometry，indoor scene

要約(英語): We study the problem of recovering the structure of indoor scene from a single image. So far nearly all existing methods either using conventional images or omnidirectional images involve just partial scene, which leads to the recovered spatial layouts referring to incomplete structures. In this paper, these cases are summarized as “open geometry”. In order to obtain the entire structure, we impose an analogous description to present geometric constrains of a full-view image, called “close geometry”. Then, we propose a new model to explore indoor scene understanding from a single full-view image. A novel method is also given to estimate the structure of rooms by searching for the structure which fits the extracted line segments best. The experiments demonstrate that our approach based on close geometry can exhibit a good performance to estimate indoor structure.

本誌: 電気学会論文誌C（電子・情報・システム部門誌） Vol.135 No.6 （2015） 特集：データからの知識発見とその応用

本誌掲載ページ: 697-705 p

原稿種別: 論文／英語

電子版へのリンク: https://www.jstage.jst.go.jp/article/ieejeiss/135/6/135_697/_article/-char/ja/