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A SSIM-Based Approach for Finding Similar Facial Expressions

Dhall, Abhinav; Asthana, Akshay; Goecke, Roland


There are various scenarios where finding the most similar expression is the requirement rather than classifying one into discrete, pre-defined classes, for example, for facial expression transfer and facial expression based automatic album generation. This paper proposes a novel method for finding the most similar facial expression. Instead of the regular L2 norm distance, we investigate the use of the Structural SIMilarity (SSIM) metric for similarity comparison as a distance metric in a...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
Source: A SSIM-Based Approach for Finding Similar Facial Expressions
DOI: 10.1109/FG.2011.5771354


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