PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Face Detection in a Pose Different than the One Learned
Pierre Bouges, Thierry Chateau, Christophe Blanc and Gaëlle Loosli
In: GRETSI 2011, 5-8 Sep 2011, Bordeaux, France.

Abstract

Detecting upright faces is now a common task. On the other hand, detecting non upright faces is still problematic. By now, detecting faces in a given pose require a huge number of training images of faces in the same pose. To avoid this tedious and time consuming collect, we propose a solution based on an upright face detector that we modify to allow it to detect faces in another pose. To do so, we modify all subwindows positions which are used at detection time. Results show a clear performance improvement.

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EPrint Type:Conference or Workshop Item (Poster)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Machine Vision
ID Code:8622
Deposited By:Gaëlle Loosli
Deposited On:16 February 2012