Presentation | 1996/10/17 A representation for 3D faces with better feature correspondence for image generation using PCA Katsunori ISONO, Shigeru AKAMATSU, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In psychological experiments that retrieve feature factors to construct facial impressions, many facial image samples are needed. However it is difficult to collect these image samples by only using real images. More specifically, artificial image generation is additionally necessary. In this paper, we consider generating image samples using 3D data by PCA. One major problem is how to geometrically correspond the feature data among the samples. To do this, we resample 3D shapes and make it possible to represent data with a better feature correspondence. Using the data for PCA, we can generate many more sharp facial images by changing the coefficients for linear combinations. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Facial Image / Principal Component Analysis / Image Synthesis / Feature Correspondence |
Paper # | HIP96-17 |
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Committee | HIP |
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Conference Date | 1996/10/17(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Human Information Processing (HIP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A representation for 3D faces with better feature correspondence for image generation using PCA |
Sub Title (in English) | |
Keyword(1) | Facial Image |
Keyword(2) | Principal Component Analysis |
Keyword(3) | Image Synthesis |
Keyword(4) | Feature Correspondence |
1st Author's Name | Katsunori ISONO |
1st Author's Affiliation | ATR Human Information Processing Research Laboratories() |
2nd Author's Name | Shigeru AKAMATSU |
2nd Author's Affiliation | ATR Human Information Processing Research Laboratories |
Date | 1996/10/17 |
Paper # | HIP96-17 |
Volume (vol) | vol.96 |
Number (no) | 306 |
Page | pp.pp.- |
#Pages | 6 |
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