Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction.
Jan FunkeFabian TschoppWilliam GrisaitisArlo SheridanChandan SinghStephan SaalfeldSrinivas C. TuragaPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2019)
Keyphrases
- deep learning
- image segmentation
- unsupervised learning
- unsupervised feature learning
- machine learning
- multiscale
- deformable models
- active contours
- real world
- weakly supervised
- mental models
- level set
- image processing
- markov random field
- deep architectures
- expectation maximization
- graph cuts
- segmentation method
- high resolution
- computer vision
- segmentation algorithm
- learning strategies
- pairwise
- pattern recognition