Benchmarking of deep learning algorithms for 3D instance segmentation of confocal image datasets.
Anuradha KarManuel PetitYassin RefahiGuillaume CeruttiChristophe GodinJan TraasPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- learning algorithm
- confocal images
- microscope images
- level set
- segmentation algorithm
- image segmentation
- machine learning
- biomedical images
- deep architectures
- active learning
- learning problems
- multiscale
- shape prior
- machine learning algorithms
- image analysis
- segmentation method
- medical imaging
- object segmentation
- segmentation accuracy
- visual inspection
- medical images
- reinforcement learning
- training samples
- back propagation
- optical flow
- grey level
- segmentation errors
- computer vision
- supervised learning
- neural network