Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network

Segmentation of Drilled Holes in Texture Wooden Furniture Panels Using Deep Neural Network

Drilling operations are an essential part of furniture from MDF laminated boards required for product assembly. Faults in the process might introduce adverse effects to the furniture. Inspection of the drilling quality can be challenging due to a big variety of board surface textures, dust, or woodc...

Full description

Bibliographic Details
Main Authors: Rytis Augustauskas, Arūnas Lipnickas, Tadas Surgailis
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
CNN (convolutional neural networks)
deep learning
image processing
hole detection
drilling
furniture manufacturing
Online Access:https://www.mdpi.com/1424-8220/21/11/3633

Internet

https://www.mdpi.com/1424-8220/21/11/3633

Similar Items