Supervised classification of facial expressions

Fontanella, S.; Fusilli, Caterina and Ippoliti, Luigi (2013). Supervised classification of facial expressions. In: Statistical Models for Data Analysis, Studies in Classification, Data Analysis, and Knowledge Organization, Springer, pp. 123–130.

DOI: https://doi.org/10.1007/978-3-319-00032-9_15

Abstract

Over the last decade, the statistical analysis of facial expressions has become an active research topic that finds potential applications in many areas. As the expression plays remarkable social interaction, the development of a system that accomplishes the task of automatic classification is challenging. In this work, we thus consider the problem of classifying facial expressions through shape variables represented by log-transformed Euclidean distances computed among a set of anatomical landmarks.

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• Item ORO ID
• 41420
• Item Type
• Conference or Workshop Item
• ISBN
• 3-319-00031-4, 978-3-319-00031-2
• Extra Information
• About the book:
  "The papers in this book cover issues related to the development of novel statistical models for the analysis of data. They offer solutions for relevant problems in statistical data analysis and contain the explicit derivation of the proposed models as well as their implementation. The book assembles the selected and refereed proceedings of the biannual conference of the Italian Classification and Data Analysis Group (CLADAG), a section of the Italian Statistical Society."
• Academic Unit or School
• Faculty of Science, Technology, Engineering and Mathematics (STEM) > Mathematics and Statistics
  Faculty of Science, Technology, Engineering and Mathematics (STEM)
• Copyright Holders
• © 2013 Springer International Publishing Switzerland
• Related URLs
• • http://archivio.paviauniversitypress.it/...(Other)
• Depositing User
• Sara Fontanella