ARM Based Ear Recognition Embedded System

KUS M., KACAR U., Kırcı M., Güneş E. O.

IEEE EUROCON Conference, Zagreb, Hırvatistan, 1 - 04 Temmuz 2013, ss.2021-2028 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/eurocon.2013.6625258
  • Basıldığı Şehir: Zagreb
  • Basıldığı Ülke: Hırvatistan
  • Sayfa Sayıları: ss.2021-2028
  • Anahtar Kelimeler: Ear recognition, Microcontroller, Principal component analysis, Embedded System, PCA Based Recognition System
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

This paper presents a fully embedded ear recognition system using Principal Component Analysis (PCA) based on an ARM microcontroller which can be programmed with MicroC language. As it's a common belief, PCA is the first known and easiest way for pattern recognition, but it's not used in many applications with a microcontroller unit until now. The ear recognition system is programmed and can be used independent from a regular computer as a fully embedded system. Dataset is stored in the flash memory and the system can be trained in every validation and test processes without a regular computer. Experimental results for recognition rates are acceptable and as good as for safety systems.