Mathieu, Bérengère and Crouzil, Alain
and Puel, Jean-Baptiste
Oversegmentation methods: a new evaluation.
(2017)
In: Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017), 20 June 2017 - 23 June 2017 (Faro, Portugal).
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(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 355kB |
Official URL: https://doi.org/10.1007/978-3-319-58838-4_21
Abstract
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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