Presentation | 2017-05-26 Deep Subspace Methods Hayato Itoh, Atsushi Imiya, Tomoya Sakai, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We introduce an new geodesic distance between images. This distance is defined as the Wasserstein distance between contributionratios of eigenvalues. For the computation of eigenvectors, we use tensor decomposition. Using this geodesic distance, we explore hierarchical structure of linear subspaces of images. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | volumetric video sequence / tensor / tensor principal component analysis / tensor subspace / Stiefel manifold |
Paper # | SIP2017-18,IE2017-18,PRMU2017-18,MI2017-18 |
Date of Issue | 2017-05-18 (SIP, IE, PRMU, MI) |
Conference Information | |
Committee | PRMU / IE / MI / SIP |
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Conference Date | 2017/5/25(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Eisaku Maeda(NTT) / Seishi Takamura(NTT) / Yoshitaka Masutani(Hiroshima City Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) |
Vice Chair | Seiichi Uchida(Kyushu Univ.) / Hironobu Fujiyoshi(Chubu Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Atsuro Ichigaya(NHK) / Yoshiki Kawata(Tokushima Univ.) / Yuichi Kimura(Kinki Univ.) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) |
Secretary | Seiichi Uchida(Kyoto Univ.) / Hironobu Fujiyoshi(NTT) / Takayuki Hamamoto(NTT) / Atsuro Ichigaya(Chiba Inst. of Tech.) / Yoshiki Kawata(Aichi Inst. of Tech.) / Yuichi Kimura(Nagoya Inst. of Tech.) / Masahiro Okuda(Ritsumeikan Univ.) / Shogo Muramatsu(Chiba Inst. of Tech.) |
Assistant | Masaki Oonishi(AIST) / Takuya Funatomi(NAIST) / Kei Kawamura(KDDI R&D Labs.) / Keita Takahashi(Nagoya Univ.) / Ryo Haraguchi(Univ. of Hyogo) / Yasushi Hirano(Yamaguchi Univ.) / Osamu Watanabe(Takushoku Univ.) |
Paper Information | |
Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Image Engineering / Technical Committee on Medical Imaging / Technical Committee on Signal Processing |
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Language | ENG-JTITLE |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Deep Subspace Methods |
Sub Title (in English) | Pattern Recognition using Hierarchical Structure of Linear Subspaces |
Keyword(1) | volumetric video sequence |
Keyword(2) | tensor |
Keyword(3) | tensor principal component analysis |
Keyword(4) | tensor subspace |
Keyword(5) | Stiefel manifold |
1st Author's Name | Hayato Itoh |
1st Author's Affiliation | Chiba University(Chiba Univ.) |
2nd Author's Name | Atsushi Imiya |
2nd Author's Affiliation | Chiba University(Chiba Univ.) |
3rd Author's Name | Tomoya Sakai |
3rd Author's Affiliation | Nagasaki University(Ngasaki Univ.) |
Date | 2017-05-26 |
Paper # | SIP2017-18,IE2017-18,PRMU2017-18,MI2017-18 |
Volume (vol) | vol.117 |
Number (no) | SIP-47,IE-48,PRMU-49,MI-50 |
Page | pp.pp.93-98(SIP), pp.93-98(IE), pp.93-98(PRMU), pp.93-98(MI), |
#Pages | 6 |
Date of Issue | 2017-05-18 (SIP, IE, PRMU, MI) |