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Evaluation of Combinations of Watershed Hierarchies

  • Deise Santana Maia
  • Arnaldo de Albuquerque Araujo
  • Jean Cousty
  • Laurent Najman
  • Benjamin Perret
  • Hugues Talbot
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10225)

Abstract

The main goal of this paper is to evaluate the potential of some combinations of watershed hierarchies. We also propose a new combination based on merging level sets of hierarchies. Experiments were performed on natural image datasets and were based on evaluating the segmentations extracted from level sets of each hierarchy against the image ground truths. Our experiments show that most of combinations studied here are superior to their individual counterparts, which opens a path for a deeper investigation on combination of hierarchies.

Keywords

Watershed hierarchies Quasi-flat zones hierarchies Combination of saliency maps 

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Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  • Deise Santana Maia
    • 1
    • 2
  • Arnaldo de Albuquerque Araujo
    • 2
  • Jean Cousty
    • 1
  • Laurent Najman
    • 1
  • Benjamin Perret
    • 1
  • Hugues Talbot
    • 1
  1. 1.University Paris-Est, Laboratoire d’Informatique Gaspard-Monge, A3SI, ESIEENoisy-le-GrandFrance
  2. 2.Computer Science DepartmentUniversidade Federal de Minas GeraisBelo HorizonteBrazil

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