New Approach to Accelerated Image Annotation by Leveraging Virtual Reality and Cloud Computing.

ABSTRACT: Three-dimensional imaging is at the core of medical imaging and is becoming a standard in biological research. As a result, there is an increasing need to visualize, analyze and interact with data in a natural three-dimensional context. By combining stereoscopy and motion tracking, commercial virtual reality (VR) headsets provide a solution to this critical visualization challenge by allowing users to view volumetric image stacks in a highly intuitive fashion. While optimizing the visualization and interaction process in VR remains an active topic, one of the most pressing issue is how to utilize VR for annotation and analysis of data. Annotating data is often a required step for training machine learning algorithms. For example, enhancing the ability to annotate complex three-dimensional

SUBMITTER: Guerinot C 

PROVIDER: S-EPMC9580868 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature