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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…
cs.CE2024
Stochastic Geometry Models for Texture Synthesis of Machined Metallic Surfaces: Sandblasting and Milling
Natascha Jeziorski, Claudia Redenbach
Training defect detection algorithms for visual surface inspection systems requires a large and representative set of training data. Often there is not enough real data available w…