Using Online Handwriting and Audio Streams for Mathematical Expressions Recognition: a Bimodal Approach - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Proceedings of SPIE, the International Society for Optical Engineering Année : 2013

Using Online Handwriting and Audio Streams for Mathematical Expressions Recognition: a Bimodal Approach

Sofiane Medjkoune
  • Fonction : Auteur
  • PersonId : 907995
Harold Mouchère
Christian Viard-Gaudin

Résumé

The work reported in this paper concerns the problem of mathematical expressions recognition. This task is known to be a very hard one. We propose to alleviate the difficulties by taking into account two complementary modalities. The modalities referred to are handwriting and audio ones. To combine the signals coming from both modalities, various fusion methods are explored. Performances evaluated on the HAMEX dataset show a significant improvement compared to a single modality (handwriting) based system.
Fichier principal
Vignette du fichier
PapierDRR2013_Sofiane.pdf (544.25 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-00852860 , version 1 (21-08-2013)

Identifiants

Citer

Sofiane Medjkoune, Harold Mouchère, Simon Petitrenaud, Christian Viard-Gaudin. Using Online Handwriting and Audio Streams for Mathematical Expressions Recognition: a Bimodal Approach. Document Recognition and Retrieval XX, Feb 2013, Burlingame, United States. pp.865810-865810-11, ⟨10.1007/978-3-642-39330-3_9⟩. ⟨hal-00852860⟩
330 Consultations
204 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More