3 papers
cs.CV2024
SYNOSIS: Image synthesis pipeline for machine vision in metal surface inspection
Juraj Fulir, Natascha Jeziorski, Lovro Bosnar +6
The use of machine learning (ML) methods for development of robust and flexible visual inspection system has shown promising. However their performance is highly dependent on the a…
physics.optics2022
Heterostructure films of SiO and HfO for high power laser optics prepared by plasma-enhanced atomic layer deposition
Shawon Alam, Pallabi Paul, Vivek Beladiya +11
Absorption losses and laser-induced damage threshold (LIDT) are considered as the major constraint for the development of optical coatings for high-power laser optics. Such coating…
cs.AI2021
Monte Carlo Tree Search for high precision manufacturing
Dorina Weichert, Felix Horchler, Alexander Kister +3
Monte Carlo Tree Search (MCTS) has shown its strength for a lot of deterministic and stochastic examples, but literature lacks reports of applications to real world industrial proc…