Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation.
Leonid MillDavid WolffNele GerritsPatrick PhilippLasse KlingFlorian VollnhalsAndrew IgnatenkoChristian JaremenkoYixing HuangOlivier De CastroJean-Nicolas AudinotInge NelissenTom WirtzAndreas MaierSilke H. ChristiansenPublished in: CoRR (2020)
Keyphrases
- deep learning
- image rendering
- segmentation algorithm
- image segmentation
- unsupervised learning
- unsupervised feature learning
- level set
- segmentation method
- machine learning
- active learning
- high dynamic range
- object segmentation
- weakly supervised
- image data
- co occurrence
- maximum likelihood
- viewpoint
- multiple objects
- mental models
- image retrieval