Investigating Semantic Augmentation in Virtual Environments for Image Segmentation Using Convolutional Neural Networks

Collecting real-world data for the training of neural networks is enormously time-consuming and expensive. As such, the concept of virtualizing the domain and creating synthetic data has been analyzed in many instances. This virtualization offers many possibilities of changing the domain, and with t...

Full description

Bibliographic Details
Main Authors: Joshua Ganter, Simon Löffler, Ron Metzger, Katharina Ußling, Christoph Müller
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/7/8/146