OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

Click'n'Cut: crowdsourced interactive segmentation with object candidates

Carlier, Axel and Charvillat, Vincent and Salvador, Amaia and Giro I Nieto, Xavier and Marques, Oge Click'n'Cut: crowdsourced interactive segmentation with object candidates. (2014) In: CrowdMM '14, 7 November 2014 - 7 November 2014 (Orlando, Florida, United States).

[img] (Document in English)

PDF (Author's version) - Depositor and staff only - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
736kB

Official URL: http://dx.doi.org/10.1145/2660114.2660125

Abstract

This paper introduces Click'n'Cut, a novel web tool for interactive object segmentation addressed to crowdsourcing tasks. Click'n'Cut combines bounding boxes and clicks generated by workers to obtain accurate object segmentations. These segmentations are created by combining precomputed object candidates in a light computational fashion that allows an immediate response from the interface. Click'n'Cut has been tested with a crowdsourcing campaign to annotate a subset of the Berkeley Segmentation Dataset (BSDS). Results show competitive results with state of the art, especially in time to converge to a high quality segmentation. The data collection campaign included golden standard tests to detect cheaters.

Item Type:Conference or Workshop Item (Paper)
Additional Information:The definitive version is available at http://dl.acm.org This papers appears in CrowdMM'14 Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia ISBN: 978-1-4503-3128-9 The original PDF is available at: http://dl.acm.org/citation.cfm?doid=2660114.2660125
Audience (conference):National conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (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)
Other partners > Universitat Politècnica de Catalunya - UPC (SPAIN)
Other partners > Florida Atlantic University - FAU (USA)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:25 Mar 2015 16:06

Repository Staff Only: item control page