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Image Processing and Segmentation
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FlyEM conducts research in image alignment/registration and computer vision algorithms. Recent work entails implementing object prediction algorithms to automatically identify synapses and automatic image segmentation that leverage biological priors.
Highlights:
- Sparse, active-learning training for EM data
- Context-aware image segmentation
- Synapse detection with deep, recursive neural nets