Selection of Photos for Album Building Applications

  • Authors:
  • Egorova Marta Alexandrovna;Ilia Vladimirovich Safonov

  • Affiliations:
  • -;-

  • Venue:
  • ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
  • Year:
  • 2010

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Abstract

In this work we propose a new algorithm for selection of high-quality photos for album building applications. We describe how to select features for detection well-exposed, sharp and artifact-free photos. We considered two approaches: the first, typical way when all features are used in single AdaBoost classifiers committee and the second way, when decision tree, including 3 committees. Careful analysis of features and decision tree construction allowed better outcomes to be reached.