Abstract
This paper proposes a method for face reconstruction that makes use of only a small set of feature points. Faces can be modeled by forming linear combinations of prototypes of shape and texture information. With the shape and texture information at the feature points alone, we can achieve only an approximation to the deformation required. In such an under-determined condition, we find an optimal solution using a simple least square minimization method. As experimental results, we show well-reconstructed 2D faces even from a small number of feature points.
Original language | English |
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Title of host publication | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Editors | Tomaso Poggio, Seong-Whan Lee, Heinrich H. Bulthoff |
Publisher | Springer Verlag |
Pages | 308-315 |
Number of pages | 8 |
ISBN (Print) | 3540675604, 9783540675600 |
DOIs | |
Publication status | Published - 2000 |
Event | 1st IEEE International Workshop on Biologically Motivated Computer Vision, BMCV 2000 - Seoul, Korea, Republic of Duration: 2000 May 15 → 2000 May 17 |
Publication series
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Volume | 1811 |
ISSN (Print) | 0302-9743 |
ISSN (Electronic) | 1611-3349 |
Other
Other | 1st IEEE International Workshop on Biologically Motivated Computer Vision, BMCV 2000 |
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Country/Territory | Korea, Republic of |
City | Seoul |
Period | 00/5/15 → 00/5/17 |
Bibliographical note
Publisher Copyright:© Springer-Verlag Berlin Heidelberg 2000.
ASJC Scopus subject areas
- Theoretical Computer Science
- General Computer Science