Ecole d'ingénieur et centre de recherche en Sciences du numérique

Fusion methods for multimodal indexing of web data

Niaz, Usman; Merialdo, Bernard

WIAMIS 2013, 14th International Workshop on Image and Audio Analysis for Multimedia Interactive Sercices, July 3-5, 2013, Paris, France

Effective indexing of multimedia documents requires a multimodal approach in which either the most appropriate modality is selected or different modalities are used in a collaborative fashion. A collaborative pattern is a model of combination between media that defines how and when to combine information coming from different media sources. Fusing information coming from different media seems a natural way to handle multimedia content. We focus on describing fusion strategies where the task is achieved through the use of different modalities. We browse through the literature looking at various state of the art multi-modal fusion techniques varying from naive combination of modalities to more complex methods of machine learning and discuss various issues faced with fusing several modalities having different properties in the context of semantic indexing.

Document Doi Bibtex

Titre:Fusion methods for multimodal indexing of web data
Type:Conférence
Langue:English
Ville:Paris
Pays:FRANCE
Date:
Département:Data Science
Eurecom ref:4052
Copyright: © 2013 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+4052, doi = {http://dx.doi.org/10.1109/WIAMIS.2013.6616129}, year = {2013}, title = {{F}usion methods for multimodal indexing of web data}, author = {{N}iaz, {U}sman and {M}erialdo, {B}ernard}, booktitle = {{WIAMIS} 2013, 14th {I}nternational {W}orkshop on {I}mage and {A}udio {A}nalysis for {M}ultimedia {I}nteractive {S}ercices, {J}uly 3-5, 2013, {P}aris, {F}rance}, address = {{P}aris, {FRANCE}}, month = {07}, url = {http://www.eurecom.fr/publication/4052} }
Voir aussi: