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Visual Non-verbal Social Cues Data Modeling

Qodseya, Mahmoud Visual Non-verbal Social Cues Data Modeling. (2018) In: 37th International Conference on Conceptual Modeling (ER 2018), 22 October 2018 - 25 October 2018 (Xi'an, China).

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Official URL: https://doi.org/10.1007/978-3-030-01391-2_16

Abstract

Although many methods have been developed in social signal processing (SSP) field during the last decade, several issues related to data management and scalability are still emerging. As the existing visual non-verbal behavior analysis (VNBA) systems are task-oriented, they do not have comprehensive data models, and they are biased towards particular data acquisition procedures, social cues and analysis methods. In this paper, we propose a data model for the visual non-verbal cues. The proposed model is privacy-preserving in the sense that it grants decoupling social cues extraction phase from analysis one. Furthermore, this decoupling allows to evaluate and perform different combinations of extraction and analysis methods. Apart from the decoupling, our model can facilitate heterogeneous data fusion from different modalities since it facilitates the retrieval of any combination of different modalities and provides deep insight into the relationships among the VNBA systems components.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 11158 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-030-01390-5 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-030-01391-2_16
HAL Id:hal-02147899
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (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)
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Deposited By: IRIT IRIT
Deposited On:15 May 2019 12:14

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