research
∙
11/24/2022
Cross-domain Transfer of defect features in technical domains based on partial target data
A common challenge in real world classification scenarios with sequentia...
share
research
∙
05/23/2022
Discriminative Feature Learning through Feature Distance Loss
Convolutional neural networks have shown remarkable ability to learn dis...
research
∙
05/05/2022
Text Detection on Technical Drawings for the Digitization of Brown-field Processes
This paper addresses the issue of autonomously detecting text on technic...
research
∙
06/12/2021
Intelligent Vision Based Wear Forecasting on Surfaces of Machine Tool Elements
This paper addresses the ability to enable machines to automatically det...
research
∙
03/24/2021
Industrial Machine Tool Component Surface Defect Dataset
Using machine learning (ML) techniques in general and deep learning tech...
research
∙
12/02/2020
Siamese Basis Function Networks for Defect Classification
Defect classification on metallic surfaces is considered a critical issu...
research
∙
12/01/2020
A Stitching Algorithm for Automated Surface Inspection of Rotationally Symmetric Components
This paper provides a novel approach to stitching surface images of rota...
research
∙
11/20/2020
GAN based ball screw drive picture database enlargement for failure classification
The lack of reliable large datasets is one of the biggest difficulties o...
research
∙
11/02/2020