Skip to main content
Erschienen in: International Journal of Social Robotics 3/2012

01.08.2012

Evaluation of the Robot Assisted Sign Language Tutoring Using Video-Based Studies

verfasst von: Hatice Kose, Rabia Yorganci, Esra H. Algan, Dag S. Syrdal

Erschienen in: International Journal of Social Robotics | Ausgabe 3/2012

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The results are from an on-going study which aims to assist in the teaching of Sign Language (SL) to hearing impaired children by means of non-verbal communication and imitation based interaction games between a humanoid robot and the child. In this study, the robot will be able to express a word in the SL among a set of chosen words using hand movements, body and face gestures and having comprehended the word, the child will give relevant feedback to the robot.
This paper reports the findings of such an evaluation on a subset of sample words chosen from Turkish Sign Language (TSL) via the comparison of their video representations carried out by human teachers and the Nao H25 robot. Within this study, several surveys and user studies have been realized to reveal the resemblance between the two types of videos involving the performance of the robot simulator and the human teacher for each chosen word. In order to investigate the perceived level of similarity between human and robot behavior, participants with different sign language acquaintance levels and age groups have been asked to evaluate the videos using paper based and online questionnaires. The results of these surveys have been summarized and the most significant factors affecting the comprehension of TSL words have been discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Aran O, Keskin C, Akarun L (2005) Sign language tutoring tool. In: European signal processing conference (EUSIPCO’05), Antalya, Turkey Aran O, Keskin C, Akarun L (2005) Sign language tutoring tool. In: European signal processing conference (EUSIPCO’05), Antalya, Turkey
2.
Zurück zum Zitat Gürel TC (2010) Turkish sign language animation with articulated body model. MSc thesis, Boğazici University Gürel TC (2010) Turkish sign language animation with articulated body model. MSc thesis, Boğazici University
4.
Zurück zum Zitat Jaffe D (1994) Evolution of mechanical fingerspelling hands, for people who are deaf-blind. J Rehabil Res Dev 31:236–244 Jaffe D (1994) Evolution of mechanical fingerspelling hands, for people who are deaf-blind. J Rehabil Res Dev 31:236–244
5.
Zurück zum Zitat Hersh MA, Johnson MA (eds) (2003) Assistive technology for the hearing-impaired, deaf and deaf blind. Springer, Berlin. ISBN:978-1-85233-382-9 Hersh MA, Johnson MA (eds) (2003) Assistive technology for the hearing-impaired, deaf and deaf blind. Springer, Berlin. ISBN:978-1-85233-382-9
6.
Zurück zum Zitat Staner AT, Pentland A (2002) Real-time American sign language recognition from video using hidden Markov models. Technical report TR-306, Media Lab, MIT Staner AT, Pentland A (2002) Real-time American sign language recognition from video using hidden Markov models. Technical report TR-306, Media Lab, MIT
7.
Zurück zum Zitat Kadous W (1995) GRASP: recognition of Australian sign language using instrumented gloves. MSc thesis, University of New South Wales Kadous W (1995) GRASP: recognition of Australian sign language using instrumented gloves. MSc thesis, University of New South Wales
8.
Zurück zum Zitat Murakami K, Taguchi H. (1991) Gesture recognition using recurrent neural networks. In: Proceedings of CHI’91: human factors in computing systems, pp 237–242 Murakami K, Taguchi H. (1991) Gesture recognition using recurrent neural networks. In: Proceedings of CHI’91: human factors in computing systems, pp 237–242
9.
Zurück zum Zitat Aran O, Akarun L (2010) A multi-class classification strategy for fisher scores: application to signer independent sign language recognition. Pattern Recognit 43(5):1717–1992 CrossRef Aran O, Akarun L (2010) A multi-class classification strategy for fisher scores: application to signer independent sign language recognition. Pattern Recognit 43(5):1717–1992 CrossRef
10.
Zurück zum Zitat Keskin C, Akarun L (2009) Input-output HMM based 3D hand gesture recognition and spotting for generic applications (accepted for publication). Pattern Recognit Lett 30(12):1086–1095 CrossRef Keskin C, Akarun L (2009) Input-output HMM based 3D hand gesture recognition and spotting for generic applications (accepted for publication). Pattern Recognit Lett 30(12):1086–1095 CrossRef
11.
Zurück zum Zitat Aran O, Burger MST, Caplier A, Akarun L (2009) A belief-based sequential fusion approach for fusing manual and non-manual signs. Pattern Recognit 42(5):812–822 MATHCrossRef Aran O, Burger MST, Caplier A, Akarun L (2009) A belief-based sequential fusion approach for fusing manual and non-manual signs. Pattern Recognit 42(5):812–822 MATHCrossRef
12.
Zurück zum Zitat Aran O, Ari I, Benoit A, Campr P, Carrillo AH, Fanard F, Akarun L, Caplier A, Rombaut M, Sankur B (2009) Signtutor: an interactive system for sign language tutoring. IEEE Multimed 16(1):81–93 CrossRef Aran O, Ari I, Benoit A, Campr P, Carrillo AH, Fanard F, Akarun L, Caplier A, Rombaut M, Sankur B (2009) Signtutor: an interactive system for sign language tutoring. IEEE Multimed 16(1):81–93 CrossRef
13.
Zurück zum Zitat Aran O, Ari I, Campr P, Dikici E, Hruz M, Parlak S, Akarun L, Saraclar M (2008) Speech and sliding text aided sign retrieval from hearing impaired sign news videos. J Multimodal User Interfaces 2(1):117–131 CrossRef Aran O, Ari I, Campr P, Dikici E, Hruz M, Parlak S, Akarun L, Saraclar M (2008) Speech and sliding text aided sign retrieval from hearing impaired sign news videos. J Multimodal User Interfaces 2(1):117–131 CrossRef
14.
Zurück zum Zitat Caplier A, Stillittano S, Aran O, Akarun L, Bailly G, Beautemps D, Aboutabit N, Burger T (2007) Image and video for hearing impaired people. J Image Video Process (Special issue on image and video processing for disability). doi:10.1155/2007/45641 Caplier A, Stillittano S, Aran O, Akarun L, Bailly G, Beautemps D, Aboutabit N, Burger T (2007) Image and video for hearing impaired people. J Image Video Process (Special issue on image and video processing for disability). doi:10.​1155/​2007/​45641
15.
Zurück zum Zitat Shen Q, Kose-Bagci H, Saunders J, Dautenhahn K (2009) An experimental investigation of interference effects in human-humanoid interaction games. In: The 18th IEEE international symposium on robot and human interactive communication (ROMAN 2009), pp 291–298. doi:10.1109/ROMAN.2009.5326342 CrossRef Shen Q, Kose-Bagci H, Saunders J, Dautenhahn K (2009) An experimental investigation of interference effects in human-humanoid interaction games. In: The 18th IEEE international symposium on robot and human interactive communication (ROMAN 2009), pp 291–298. doi:10.​1109/​ROMAN.​2009.​5326342 CrossRef
16.
Zurück zum Zitat Kose-Bagci H, Dautenhahn K, Nehaniv CL (2008) Emergent dynamics of turn-taking interaction in drumming games with a humanoid Robot. In: Proc IEEE RO-MAN 2008, Technische Universitat Munchen, Munich, Germany, 1–3 August 2008 Kose-Bagci H, Dautenhahn K, Nehaniv CL (2008) Emergent dynamics of turn-taking interaction in drumming games with a humanoid Robot. In: Proc IEEE RO-MAN 2008, Technische Universitat Munchen, Munich, Germany, 1–3 August 2008
17.
Zurück zum Zitat Kose-Bagci H, Ferrari E, Dautenhahn K, Syrdal DS, Nehaniv CL (2009) Effects of embodiment and gestures on social interaction in drumming games with a humanoid robot. Adv Robot (Special issue on robot and human interactive communication) 24(14):1951–1996 CrossRef Kose-Bagci H, Ferrari E, Dautenhahn K, Syrdal DS, Nehaniv CL (2009) Effects of embodiment and gestures on social interaction in drumming games with a humanoid robot. Adv Robot (Special issue on robot and human interactive communication) 24(14):1951–1996 CrossRef
18.
19.
Zurück zum Zitat Dautenhahn K, Nehaniv CL, Walters ML, Robins B, Kose-Bagci H, Mirza NA, Blow M (2009) KASPAR—a minimally expressive humanoid robot for human-robot interaction research. Special issue on “humanoid robots”. Appl Bionics Biomech 6(3):369–397 CrossRef Dautenhahn K, Nehaniv CL, Walters ML, Robins B, Kose-Bagci H, Mirza NA, Blow M (2009) KASPAR—a minimally expressive humanoid robot for human-robot interaction research. Special issue on “humanoid robots”. Appl Bionics Biomech 6(3):369–397 CrossRef
20.
Zurück zum Zitat Adamo-Villani N (2006) A virtual learning environment for deaf children: design and evaluation. Int. J. Appl. Sci. Eng. Technol. 16:18–23 Adamo-Villani N (2006) A virtual learning environment for deaf children: design and evaluation. Int. J. Appl. Sci. Eng. Technol. 16:18–23
21.
Zurück zum Zitat Lee S, Henderson V, Hamilton H, Starner T, Brashear H, Hamilton S (2005) A gesture-based American sign language (ASL) tutor for deaf children. In: Proceedings of CHI (computer-human interaction), Portland, OR, April 2005 Lee S, Henderson V, Hamilton H, Starner T, Brashear H, Hamilton S (2005) A gesture-based American sign language (ASL) tutor for deaf children. In: Proceedings of CHI (computer-human interaction), Portland, OR, April 2005
22.
Zurück zum Zitat Greenbacker C, McCoy K (2008) The ICICLE project: an overiew. In: First annual computer science research day. Department of Computer & Information Sciences, University of Delaware Greenbacker C, McCoy K (2008) The ICICLE project: an overiew. In: First annual computer science research day. Department of Computer & Information Sciences, University of Delaware
23.
Zurück zum Zitat Graf C, Härtl A, Röfer T, Laue T (2009) A robust closed-loop gait for the standard platform league humanoid. In: Zhou C, Pagello E, Menegatti E, Behnke S, Röfer T (eds) Proceedings of the fourth workshop on humanoid soccer robots in conjunction with the 2009 IEEE-RAS international conference on humanoid robots, Paris, France, 2009, pp 30–37 Graf C, Härtl A, Röfer T, Laue T (2009) A robust closed-loop gait for the standard platform league humanoid. In: Zhou C, Pagello E, Menegatti E, Behnke S, Röfer T (eds) Proceedings of the fourth workshop on humanoid soccer robots in conjunction with the 2009 IEEE-RAS international conference on humanoid robots, Paris, France, 2009, pp 30–37
26.
Zurück zum Zitat Kose H, Yorganci R, Algan HE (2011) Evaluation of the robot sign language tutor using video-based studies. In: 5th European conference on mobile robots (ECMR11), pp 109–115 Kose H, Yorganci R, Algan HE (2011) Evaluation of the robot sign language tutor using video-based studies. In: 5th European conference on mobile robots (ECMR11), pp 109–115
27.
Zurück zum Zitat Kose H, Yorganci R, Itauma II (2011) Robot assisted interactive sign language tutoring game. In: IEEE ROBIO conference 2011, pp 2247–2249 Kose H, Yorganci R, Itauma II (2011) Robot assisted interactive sign language tutoring game. In: IEEE ROBIO conference 2011, pp 2247–2249
Metadaten
Titel
Evaluation of the Robot Assisted Sign Language Tutoring Using Video-Based Studies
verfasst von
Hatice Kose
Rabia Yorganci
Esra H. Algan
Dag S. Syrdal
Publikationsdatum
01.08.2012
Verlag
Springer Netherlands
Erschienen in
International Journal of Social Robotics / Ausgabe 3/2012
Print ISSN: 1875-4791
Elektronische ISSN: 1875-4805
DOI
https://doi.org/10.1007/s12369-012-0142-2

Weitere Artikel der Ausgabe 3/2012

International Journal of Social Robotics 3/2012 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.