Pose Study Method for Planar Role in Multiresolution Laplacian Process

カテゴリ: 部門大会

論文No: GS1-3

グループ名: 【C】平成28年電気学会電子・情報・システム部門大会講演論文集

発行日: 2016/08/31

タイトル(英語): Pose Study Method for Planar Role in Multiresolution Laplacian Process

著者名: 毛 鉄崢(早稲田大学),吉江 修(早稲田大学)

著者名(英語): Tiezheng Mao|Osamu Yoshie

キーワード: ポーズ学習|多解像度分析|非線形最適化法|ラプラシアンプロセス|Pose study|Multiresolution analysis|Nonlinear optimization|Laplacian process

要約(日本語): In the paper, a method for planar roles to study pose is proposed. The role is divided in multi-resolution by uniform weight Laplace operator. To the lower outline layer, we use geometrical information involved Laplace operator, which has better performance in telling middle and low frequency part, to process graph and L?vy's pose transfer algorithm is utilized to study the pose. In addition, two outlines' eigenbasis are coupled before pose study. Then we triangulate the outline to record the inner points and the transformation of inner is proposed by using constraints to maintain several features, including total area, edge length, mean-value coordinate and outline’s Laplacian coordinates. The framework is effective and satisfying results are achieved.

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