Color Regeneration from Reflective Color Sensor Using an Artificial Intelligent Technique

SARAÇOĞLU Ö. G., Altural H.

SENSORS, cilt.10, sa.9, ss.8363-8374, 2010 (SCI-Expanded) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 10 Sayı: 9
  • Basım Tarihi: 2010
  • Doi Numarası: 10.3390/s100908363
  • Dergi Adı: SENSORS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.8363-8374
  • Anahtar Kelimeler: color sensing, intelligent sensor, artificial neural network, NEURAL-NETWORK, SYSTEM, PREDICTION, DESIGN
  • Erciyes Üniversitesi Adresli: Evet

Özet

A low-cost optical sensor based on reflective color sensing is presented. Artificial neural network models are used to improve the color regeneration from the sensor signals. Analog voltages of the sensor are successfully converted to RGB colors. The artificial intelligent models presented in this work enable color regeneration from analog outputs of the color sensor. Besides, inverse modeling supported by an intelligent technique enables the sensor probe for use of a colorimetric sensor that relates color changes to analog voltages.