Automatic Construction of Active Appearance Models as an Image Coding Problem (2004)
by
Simon Baker
,
Iain Matthews
,
Jeff Schneider
| Venue: | IEEE Transactions on Pattern Analysis and Machine Intelligence |
| Citations: | 39 - 1 self |
BibTeX
@ARTICLE{Baker04automaticconstruction,
author = {Simon Baker and Iain Matthews and Jeff Schneider},
title = {Automatic Construction of Active Appearance Models as an Image Coding Problem},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2004},
volume = {26},
pages = {1380--1384}
}
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Abstract
The automatic construction of Active Appearance Models (AAMs) is usually posed as finding the location of the base mesh vertices in the input training images. In this paper, we re-pose the problem as an energy-minimizing image coding problem and propose an efficient gradientdescent algorithm to solve it.
