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A Discriminative Parts Based Model Approach for Fiducial Points Free and Shape Constrained Head Pose Normalisation in the Wild

Dhall, Abhinav; Sikka, Karan; Littlewort, Gwen; Goecke, Roland; Bartlett, Marian


This paper proposes a method for parts-based view-invariant head pose normalisation, which works well even in difficult real-world conditions. Handling pose is a classical problem in facial analysis. Recently, parts-based models have shown promising performance for facial landmark points detection 'in the wild'. Leveraging on the success of these models, the proposed data-driven regression framework computes a constrained normalised virtual frontal head pose. The response maps of a...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
Source: 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014
DOI: 10.1109/WACV.2014.6835991


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