3D Face Reconstruction and Gaze Estimation from Multi-view Video using Symmetry Prior
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- Shi Qun
- Kyoto University
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- Nobuhara Shohei
- Kyoto University
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- Matsuyama Takashi
- Kyoto University
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抄録
In this paper we propose a novel method that performs 3D face reconstruction, and non-constrained and non-contact gaze estimation on a moving object, whose head-pose can freely change, from multi-view video. The main idea is to first reconstruct the 3D face with high accuracy using symmetry prior. Then we generate a super-resolution virtual frontal face video from the estimated 3D face geometry and the original multi-view video. Finally a 3D eyeball model is introduced to estimate the three-dimensional gaze direction from the virtual frontal face video. Experiments with real data illustrate the effectiveness of our method.
収録刊行物
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- IPSJ Transactions on Computer Vision and Applications
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IPSJ Transactions on Computer Vision and Applications 4 (0), 149-160, 2012
一般社団法人 情報処理学会
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詳細情報 詳細情報について
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- CRID
- 1390282680268772224
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- NII論文ID
- 130002124216
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- NII書誌ID
- AN00116647
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- ISSN
- 18827772
- 18826695
- 03875806
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- NDL書誌ID
- 024427719
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可