loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Thomas Burger 1 ; Alexandra Urankar 1 ; Oya Aran 2 ; Lale Akarun 2 and Alice Caplier 3

Affiliations: 1 France Telecom R&D, France ; 2 Bogazici University, Turkey ; 3 LIS, Institut National Polytechnique de Grenoble, France

ISBN: 978-972-8865-74-0

Keyword(s): Support Vector Machine, Expert systems, Belief functions, Hu invariants, Hand shape and gesture recognition, Cued Speech.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Soft Computing

Abstract: As part of our work on hand gesture interpretation, we present our results on hand shape recognition. Our method is based on attribute extraction and multiple binary SVM classification. The novelty lies in the fashion the fusion of all the partial classification results are performed. This fusion is (1) more efficient in terms of information theory and leads to more accurate result, (2) general enough to allow other source of information to be taken into account: Each SVM output is transformed to a belief function, and all the corresponding functions are fused together with some other external evidential sources of information.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.231.228.109

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Burger T.; Urankar A.; Aran O.; Akarun L.; Caplier A. and (2007). CUED SPEECH HAND SHAPE RECOGNITION - Belief Functions as a Formalism to Fuse SVMs & Expert Systems.In Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, ISBN 978-972-8865-74-0, pages 5-12. DOI: 10.5220/0002041700050012

@conference{visapp07,
author={Thomas Burger and Alexandra Urankar and Oya Aran and Lale Akarun and Alice Caplier},
title={CUED SPEECH HAND SHAPE RECOGNITION - Belief Functions as a Formalism to Fuse SVMs & Expert Systems},
booktitle={Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,},
year={2007},
pages={5-12},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002041700050012},
isbn={978-972-8865-74-0},
}

TY - CONF

JO - Proceedings of the Second International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP,
TI - CUED SPEECH HAND SHAPE RECOGNITION - Belief Functions as a Formalism to Fuse SVMs & Expert Systems
SN - 978-972-8865-74-0
AU - Burger, T.
AU - Urankar, A.
AU - Aran, O.
AU - Akarun, L.
AU - Caplier, A.
PY - 2007
SP - 5
EP - 12
DO - 10.5220/0002041700050012

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.