Skip navigation
Skip navigation

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image

Asthana, Akshay; Sanderson, Conrad; Gedeon, Tamas (Tom); Goecke, Roland

Description

Face recognition in real-world conditions requires the ability to deal with a number of conditions, such as variations in pose, illumination and expression. In this paper, we focus on variations in head pose and use a computationally efficient regression-based approach for synthesising face images in different poses, which are used to extend the face recognition training set. In this data-driven approach, the correspondences between facial landmark points in frontal and non-frontal views are...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
URI: http://hdl.handle.net/1885/53369
Source: Proceedings of the British Machine Vision Conference (BMVC 2009)
DOI: 10.5244/C.23.31

Download

File Description SizeFormat Image
01_Asthana_Learning-based_Face_Synthesis_2009.pdf982.55 kBAdobe PDF    Request a copy


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  12 November 2018/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator