AAM derived face representations for robust facial action recognition - Robotics Institute Carnegie Mellon University

AAM derived face representations for robust facial action recognition

Conference Paper, Proceedings of 7th International Conference on Automatic Face & Gesture Recognition (FG '06), pp. 155 - 162, April, 2006

Abstract

In this paper, we present results on experiments employing Active Appearance Model (AAM) derived facial representations, for the task of facial action recognition. Experimental results demonstrate the benefit of AAM-derived representations on a spontaneous AU database containing "real-world" variation. Additionally, we explore a number of normalization methods for these representations which increase facial action recognition performance.

BibTeX

@conference{Lucey-2006-16998,
author = {Simon Lucey and Iain Matthews and Changbo Hu and Zara Ambadar and Fernando De la Torre Frade and Jeffrey Cohn},
title = {AAM derived face representations for robust facial action recognition},
booktitle = {Proceedings of 7th International Conference on Automatic Face & Gesture Recognition (FG '06)},
year = {2006},
month = {April},
pages = {155 - 162},
}