Accurate and dense wide-baseline stereo matching using SW-POC

Shuji Sakai, Koichi Ito, Takafumi Aoki, Hiroki Unten

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

This paper proposes an accurate and dense wide-baseline stereo matching method using Scaled Window Phase-Only Correlation (SW-POC). The wide-baseline setting of the stereo camera can improve the accuracy of the 3D reconstruction compared with the short-baseline setting. However, it is difficult to find accurate and dense correspondence from wide-baseline stereo images due to its large perspective distortion. Addressing this problem, we employ the SW-POC, which is a correspondence matching method using 1D POC with the concept of Scale Window Matching (SWM). The use of SW-POC makes it possible to find the accurate and dense correspondence from a wide-baseline stereo image pair with low computational cost. We also apply the proposed method to 3D reconstruction using a moving and uncalibrated consumer digital camera.

本文言語English
ホスト出版物のタイトル1st Asian Conference on Pattern Recognition, ACPR 2011
ページ335-339
ページ数5
DOI
出版ステータスPublished - 2011
イベント1st Asian Conference on Pattern Recognition, ACPR 2011 - Beijing, China
継続期間: 2011 11 282011 11 28

出版物シリーズ

名前1st Asian Conference on Pattern Recognition, ACPR 2011

Other

Other1st Asian Conference on Pattern Recognition, ACPR 2011
国/地域China
CityBeijing
Period11/11/2811/11/28

ASJC Scopus subject areas

  • コンピュータ ビジョンおよびパターン認識

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