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

Kiyoshi Matsuo, Yoshimitsu Aoki

    研究成果: Paper

    抜粋

    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.

    元の言語English
    ページ2116-2121
    ページ数6
    出版物ステータスPublished - 2013 1 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 142013 9 17

    Other

    Other2013 52nd Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2013
    Japan
    Nagoya
    期間13/9/1413/9/17

    ASJC Scopus subject areas

    • Control and Systems Engineering
    • Computer Science Applications
    • Electrical and Electronic Engineering

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  • これを引用

    Matsuo, K., & Aoki, Y. (2013). Depth interpolation via segmentation defined from smooth junctions of color geodesic neighborhoods. 2116-2121. 論文発表場所 2013 52nd Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2013, Nagoya, Japan.