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.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Thanks to Springer editor. This papers appears in Volume 10255 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-58837-7 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-58838-4_21 |
| HAL Id: | hal-01913671 |
| Audience (conference): | International conference proceedings |
| Uncontrolled Keywords: | |
| Institution: | French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE) Université de Toulouse > Ecole Nationale Supérieure de Formation de l'Enseignement Agricole - ENSFEA (FRANCE) Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE) Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE) Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE) Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE) |
| Laboratory name: | |
| Funders: | ANR-11-LABX-0040-CIMI within the program ANR-11-IDEX-0002-02 |
| Statistics: | download |
| Deposited By: | IRIT IRIT |
| Deposited On: | 24 Sep 2018 13:24 |
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