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IRIT & MISA at Image CLEF 2017 - Multi label classification

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).

(Document in English)

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Official URL: http://ceur-ws.org/Vol-1866/paper_148.pdf


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 - Toulouse INP (FRANCE)
Other partners > Université d'Antananarivo (MADAGASCAR)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
Deposited On:20 Sep 2018 07:58

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