Analysis of ai-based single-view 3d reconstruction methods for an industrial application

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  • who: Julia Hartung and collaborators from the TRUMPF Laser GmbH, Aichhalder Str39, Schramberg, Germany have published the research work: Analysis of AI-Based Single-View 3D Reconstruction Methods for an Industrial Application, in the Journal: Sensors 2022, 22, 6425. of 22/07/2022
  • what: In this work three deep learning methods namely stacked autoencoder (SAE) generative adversarial networks (GANs) and U-Nets are investigated evaluated and compared for 3D reconstruction from a 2D grayscale image of laser-welded components. This approach has attracted a lot of interest because it avoids time-consuming reconstruction methods. In . . .

     

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