Über lernende optische Inspektion am Beispiel der Schüttgutsortierung

• Yazar: Richter, Matthias (auth)
• Materyal Türü: Elektronik Kitap Bölümü
• Baskı/Yayın Bilgisi: KIT Scientific Publishing 2018
• Seri Bilgileri: Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
• Konular: Mustererkennung; Schüttgutsortierung; visual inspection; optische Inspektion; maschinelles Lernen; Pattern recognition; machine learning; bulk material soriting
• Online Erişim: DOAB: download the publication; DOAB: description of the publication

Automated visual inspection is an integral part in industrial manufacturing processes, but development and setup of such systems is very costly. Machine learning significantly reduces the effort of and speeds up both tasks. This work develops several machine learning methods suitable for automated v...