Ny Hoavy, Nomena and Mothe, Josiane
and Randrianarivony, Mamitiana Ignace
IRIT & MISA at Image CLEF 2017 - Multi label classification.
(2017)
In: International Conference of the CLEF Association, CLEF 2017 Labs Working Notes (CLEF 2017), 11 September 2017 - 14 September 2017 (Dublin, Ireland).
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(Document in English)
PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader 133kB |
Official URL: http://ceur-ws.org/Vol-1866/paper_148.pdf
Abstract
In this paper, we describe the participation of the Mami team at ImageCLEF 2017 for the Image Caption task. We participated to the concept detection subtask which aims at assigning a set of concept labels to a medical image. We used transfer learning method with VGG19 model for feature extraction to solve this task, and apply those features as input of a new neural network.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| HAL Id: | hal-01913685 |
| Audience (conference): | International 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) Other partners > Université d'Antananarivo (MADAGASCAR) 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: | |
| Statistics: | download |
| Deposited By: | IRIT IRIT |
| Deposited On: | 20 Sep 2018 07:58 |
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