Depth interpolation via segmentation defined from smooth junctions of color geodesic neighborhoods

Kiyoshi Matsuo, Yoshimitsu Aoki

    研究成果: Paper査読

    抄録

    This paper describes an iterative procedure of accurate depth interpolation for a low-resolution depth image using a high-resolution color image. In our procedure, depth interpolation is gradually achieved with generating smooth junctions of similar color regions. These junctions give the segmentation of the interpolated region and we use this information to interpolate depth value on each segment, and to promote the generation of junctions additionally. In experiments with images of the Middlebury stereo datasets, our procedure interpolates each image at a high rate, and achieves the low error compared with previous methods.

    本文言語English
    ページ2116-2121
    ページ数6
    出版ステータスPublished - 2013 1月 1
    イベント2013 52nd Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2013 - Nagoya, Japan
    継続期間: 2013 9月 142013 9月 17

    Other

    Other2013 52nd Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2013
    国/地域Japan
    CityNagoya
    Period13/9/1413/9/17

    ASJC Scopus subject areas

    • 制御およびシステム工学
    • コンピュータ サイエンスの応用
    • 電子工学および電気工学

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