[HTML][HTML] Application of automation for in-line quality inspection, a zero-defect manufacturing approach
Contemporary manufacturing must prioritise the sustainability of its manufacturing processes
and systems. Zero Defect Manufacturing (ZDM) focusses on minimising waste of any kind …
and systems. Zero Defect Manufacturing (ZDM) focusses on minimising waste of any kind …
Automatic vision-based online inspection system for broken-filament of carbon fiber with multiscale feature learning
This article aims at solving the problem of broken-filament online detection and tracking
during the process of carbon fiber production. Owing to the complex background and unique …
during the process of carbon fiber production. Owing to the complex background and unique …
Learning classifier systems for self-explaining socio-technical-systems
M Heider, H Stegherr, R Nordsieck… - arXiv preprint arXiv …, 2022 - arxiv.org
In socio-technical settings, operators are increasingly assisted by decision support systems.
By employing these, important properties of socio-technical systems such as self-adaptation …
By employing these, important properties of socio-technical systems such as self-adaptation …
Assessing model requirements for explainable AI: A template and exemplary case study
In sociotechnical settings, human operators are increasingly assisted by decision support
systems. By employing such systems, important properties of sociotechnical systems, such …
systems. By employing such systems, important properties of sociotechnical systems, such …
Weighted mutation of connections to mitigate search space limitations in cartesian genetic programming
This work presents and evaluates a novel modification to existing mutation operators for
Cartesian Genetic Programming (CGP). We discuss and highlight a so far unresearched …
Cartesian Genetic Programming (CGP). We discuss and highlight a so far unresearched …
[PDF][PDF] Data augmentation for semantic segmentation in the context of carbon fiber defect detection using adversarial learning
Computer vision systems are popular tools for monitoring tasks in highly specialized
production environments. The training and configuration, however, still represents a time …
production environments. The training and configuration, however, still represents a time …
Evolving processing pipelines for industrial imaging with cartesian genetic programming
The reconfiguration of machine vision systems heavily depends on the collection and
availability of large datasets, rendering them inflexible and vulnerable to even minor …
availability of large datasets, rendering them inflexible and vulnerable to even minor …
Design of estimators for restoration of images degraded by haze using genetic programming
JE Hernandez-Beltran, VH Diaz-Ramirez… - Swarm and evolutionary …, 2019 - Elsevier
Restoring hazy images is challenging since it must account for several physical factors that
are related to the image formation process. Existing analytical methods can only provide …
are related to the image formation process. Existing analytical methods can only provide …
Toward an organic computing approach to automated design of processing pipelines
This paper aims to propose a novel Organic Computing concept to dealing with the overall
issue of automated design of processing pipelines. It is outlined how several methods …
issue of automated design of processing pipelines. It is outlined how several methods …
Refining mutation variants in Cartesian genetic programming
In this work, we improve upon two frequently used mutation algorithms and therefore
introduce three refined mutation strategies for Cartesian Genetic Programming. At first, we …
introduce three refined mutation strategies for Cartesian Genetic Programming. At first, we …