Data Fusion in Multimodal Interface

Alexander Alfimtsev

Abstract

A method of data fusion in multimodal interface using fuzzy fusion operators is described in this paper. Special scenes are determined by dynamic and static patterns for which the sources of information are the results of pattern recognition by low-level algorithms.

References

  1. Alatan, A. A. Automatic multimodal dialogue scene indexing // Proc. of image processing.- 2001.- Vol. 3.- P. 374-377.
  2. Averkin, A. A., Batyrshin, I.Z., Blishun, A.F. Fuzzy sets in control models and artificial intelligence systems // Moscow . Book, Nauka, 1986.
  3. Devyatkov V., Alfimtsev A. Optimal Fuzzy Aggregation of Secondary Attributes in Recognition Problems // Proc. of 16-th Int. Conf. in Central Europe on Comp. Graphics, Visual. and Computer Vision.-Plzen, 2008.- P. 78-85.
  4. Grabisch M., Roubens M. Application of the Choquet Integral in Multicriteria Decision Making. In Fuzzy Measures and Integrals- Theory and Applications, Physica Verlag, 2000, pp. 415-434.
  5. Higuchi M. and oth. Scene Recognition Based on Relationship between Human Actions and Objects // 17th Int. Conf. on Pattern Recog.-2004.- Vol. 3.- P. 73-78.
  6. Liu F., Lin X. Multimodal face tracking using Bayesian network // IEEE Internat. Workshop on Analysis and Modeling of Faces and Gestures.- Nice, 2003.-P. 135- 142.
  7. Marichal J. On Choquet and Sugeno Integrals as Aggregation Functions // In Fuzzy Measures and Integrals.-2000.-Vol. 40.-P. 247-272.
  8. Ronshin A. L., Karpov A.A., Li I.V. Speech and multimodal interface // Moscow. Book, Nauka, 2006.
  9. Sharma R. Speech-Gesture Driven Multimodal Interfaces for Crisis Management// The IEEE Proc.-2003.-Vol. 91, ?9.- P. 1327-1354.
  10. Wang X., Chen J. Multiple Neural Networks fusion model based on Choquet fuzzy integral // Proc. of the Third Intern. Conf. on Mach. Learn. and Cybern.- Vol.4.-P. 2024-2027.
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Paper Citation


in Harvard Style

Alfimtsev A. (2013). Data Fusion in Multimodal Interface . In Proceedings of the International Conference on Biomedical Electronics and Devices - Volume 1: MHGInterf, (BIOSTEC 2013) ISBN 978-989-8565-34-1, pages 306-310. DOI: 10.5220/0004365903060310


in Bibtex Style

@conference{mhginterf13,
author={Alexander Alfimtsev},
title={Data Fusion in Multimodal Interface},
booktitle={Proceedings of the International Conference on Biomedical Electronics and Devices - Volume 1: MHGInterf, (BIOSTEC 2013)},
year={2013},
pages={306-310},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004365903060310},
isbn={978-989-8565-34-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Biomedical Electronics and Devices - Volume 1: MHGInterf, (BIOSTEC 2013)
TI - Data Fusion in Multimodal Interface
SN - 978-989-8565-34-1
AU - Alfimtsev A.
PY - 2013
SP - 306
EP - 310
DO - 10.5220/0004365903060310