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06/30/2017
Adversarial Image Alignment and Interpolation
Volumetric (3d) images are acquired for many scientific and biomedical p...
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05/31/2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge
For the past decade, convolutional networks have been used for 3D recons...
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05/30/2017
Morphological Error Detection in 3D Segmentations
Deep learning algorithms for connectomics rely upon localized classifica...
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11/01/2016
Flood-Filling Networks
State-of-the-art image segmentation algorithms generally consist of at l...
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06/13/2015
Combinatorial Energy Learning for Image Segmentation
We introduce a new machine learning approach for image segmentation that...
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12/20/2013
Learned versus Hand-Designed Feature Representations for 3d Agglomeration
For image recognition and labeling tasks, recent results suggest that ma...
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10/01/2013