Article

Sparse Annotation is Sufficient for Bootstrapping Dense Neuron Segmentation

2024-11-14

Abstract excerpt

<title>Abstract</title> <p>Producing dense 3D reconstructions from biological imaging data is a challenging instance segmentation task that requires significant ground-truth training data for effective and accurate deep learning-based models. Generating training data requires intense human effort to annotate each instance of an object across serial section images. Our focus is on the especially complicated brain...

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Literature Corpus work: 4b04074b-0540-5772-ba7a-5a4e5c1f290d
DOI: 10.21203/rs.3.rs-5339143/v1

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