Über lernende optische Inspektion am Beispiel der Schüttgutsortierung

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...

Full description

Bibliographic Details
Main Author: Richter, Matthias
Format: eBook
Published: KIT Scientific Publishing 2018
Series:Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
Subjects:
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary: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 visual inspection. The methods augment each other and can be used for a wide range of products.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by-sa/4.0/
Physical Description:1 electronic resource (XVI, 283 p. p.)
ISBN:9783731508427
1000085620