Deep learning based domain adaptation for mitochondria segmentation on EM volumes.
Daniel Franco-BarrancoJulio Pastor-TronchAitor Gonzalez-MarfilArrate Muñoz-BarrutiaIgnacio Arganda-CarrerasPublished in: Comput. Methods Programs Biomed. (2022)
Keyphrases
- domain adaptation
- deep learning
- unsupervised learning
- image segmentation
- semi supervised
- semi supervised learning
- labeled data
- segmentation algorithm
- multiple sources
- machine learning
- expectation maximization
- cross domain
- multiscale
- unlabeled data
- co training
- weakly supervised
- document classification
- transfer learning
- segmentation method
- probabilistic model
- test data
- generative model
- supervised learning
- mental models
- sentiment classification
- training data
- three dimensional
- target domain
- learning algorithm