Naslov
Gesture Recognition Using Data Glove and Ann-Based Processor

Autori
Lužanin, Ognjan ; Plančak, Miroslav ; Barišić, Branimir

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceeding of 10th International Scientific Conference MMA 2009 Flexible Technologies / Kovač, Pavel - Novi Sad : Univerzitet u Novom Sadu, 2009, 214-217

ISBN
978-86-7892-223-7

Skup
10th International Scientific Conference MMA 2009 Flexible Technologies

Mjesto i datum
Novi Sad, Srbija, 05.10.2009. - 07.10.2009

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Virtual Reality; Data Glove; Static Gesture; Artificial Neural Network

Sažetak
Discussed in this paper is the problem of gesture recognition using a commercial data glove 5DT 5 Ultra, with the aim to improve its ergonomic features and usability for Mechanical CAD (MCAD). The authors improved the standard gesture dictionary by eliminating 11 original simple static gestures and substituting them with new complex static gestures. Since the restructuring of the original gesture dictionary imposed a problem of lower gesture recognition rate, this issue was approached using artificial neural networks. Obtained results indicate that the proposed restructuring of data dictionary can be efficiently supported by application of ANN-based processing.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Strojarstvo, Temeljne tehničke znanosti

POVEZANOST RADA