/Automatic Construction of Active Appearance Models as an Image Coding Problem

Automatic Construction of Active Appearance Models as an Image Coding Problem

Simon Baker, Iain Matthews and Jeff Schneider
Journal Article, Carnegie Mellon University, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 26, No. 10, pp. 1380 - 1384, October, 2004

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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 gradient-descent algorithm to solve it.

BibTeX Reference
@article{Baker-2004-9042,
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},
month = {October},
volume = {26},
number = {10},
pages = {1380 - 1384},
keywords = {Active Appearance Models, automatic construction,},
}
2017-09-13T10:43:47+00:00