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Kindiroglu, A. A. and Yalcin, H. and Aran, O. and Hruz, M. and Campr, P. and Akarun, L. and Karpov, A. : Multi-lingual fingerspelling recognition for handicapped kiosk . Pattern Recognit. Image Anal., vol. 21, p. 402-406, Springer-Verlag New York, Inc., Secaucus, NJ, USA, 2011.

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Abstract

This paper presents the design and evaluation of a multi-lingual fingerspelling recognition module that is designed for an information terminal. Through the use of multimodal input and output methods, the information terminal acts as a communication medium between deaf and blind people. The system converts fingerspelled words to speech and vice versa using fingerspelling recognition, fingerspelling synthesis, speech recognition and speech synthesis in Czech, Russian and Turkish Languages. We describe an adaptive skin color based fingersign recognition system with a close to real-time performance and present recognition results on 88 different letters signed by five different signers, using more than four hours of training and test videos.

Detail of publication

Title: Multi-lingual fingerspelling recognition for handicapped kiosk
Author: Kindiroglu, A. A. ; Yalcin, H. ; Aran, O. ; Hruz, M. ; Campr, P. ; Akarun, L. ; Karpov, A.
Language: English
Date of publication: 1 Sep 2011
Year: 2011
Type of publication: Papers in proceedings of reviewed conferences
Title of journal or book: Pattern Recognit. Image Anal.
Číslo vydání: 21
Page: 402 - 406
DOI: 10.1134/S1054661811020532
ISSN: 1054-6618
Publisher: Springer-Verlag New York, Inc.
Address: Secaucus, NJ, USA
/ 2012-11-07 10:35:10 /

BibTeX

@ARTICLE{KindirogluAA_2011_Multi-lingual,
 author = {Kindiroglu, A. A. and Yalcin, H. and Aran, O. and Hruz, M. and Campr, P. and Akarun, L. and Karpov, A.},
 title = {Multi-lingual fingerspelling recognition for handicapped kiosk},
 year = {2011},
 publisher = {Springer-Verlag New York, Inc.},
 journal = {Pattern Recognit. Image Anal.},
 address = {Secaucus, NJ, USA},
 volume = {21},
 pages = {402-406},
 ISSN = {1054-6618},
 doi = {10.1134/S1054661811020532},
 url = {http://www.kky.zcu.cz/en/publications/KindirogluAA_2011_Multi-lingual},
}