Hand Gesture Recognition by Using sEMG Signals for Human Machine Interaction Applications

SAYIN F. S., Ozen S., BAŞPINAR U.

Signal Processing - Algorithms, Architectures, Arrangements, and Applications (SPA), Poznan, Polonya, 19 - 21 Eylül 2018, ss.27-30 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Poznan
  • Basıldığı Ülke: Polonya
  • Sayfa Sayıları: ss.27-30
  • Anahtar Kelimeler: Hand Gesture Recognition, sEMG, ANN Classification
  • Marmara Üniversitesi Adresli: Evet

Özet

Cyber physical systems are gaining more place in daily life so interaction with the machines are increasing. Hand gestures are one of the tools for interaction with the machines and human machines interfaces. Image processing, sensor based and sEMG based methods are the most popular for hand gesture recognition. sEMG based hand gesture recognition is chosen especially for graphical controller, hand rehabilitation software development and manipulation of robotic devices etc.