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Communication Dans Un Congrès Année : 2017

Oversegmentation methods: a new evaluation

Résumé

Using superpixels instead of pixels has become a popular pre-processing step in computer vision. Currently, about fifteen oversegmentation methods have been proposed. The last evaluation, realized by Stutz et al. in 2015, concludes that the five more competitive algorithms achieve similar results. By introducing HSID, a new dataset, we point out unexpected difficulties encountered by state-of-the-art oversegmentation methods.
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Dates et versions

hal-01913671 , version 1 (06-11-2018)

Identifiants

  • HAL Id : hal-01913671 , version 1
  • OATAO : 19094

Citer

Bérengère Mathieu, Alain Crouzil, Jean-Baptiste Puel. Oversegmentation methods: a new evaluation. Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017), Jun 2017, Faro, Portugal. pp. 185-193. ⟨hal-01913671⟩
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