HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation

Dolz, J.; Gopinath, Karthik; Yuan, Jing; Lombaert, H.; Desrosiers, Christian; ben Ayed, Ismail

doi:10.1109/TMI.2018.2878669

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HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation.

Shared by NobleBlocks on Oct 30, 2018 • 12:00 AM UTC

Authors:

Dolz J

Gopinath K

Yuan J

Abstract

Recently, dense connections have attracted substantial attention in computer vision because they facilitate gradient flow and implicit deep supervision during training. Particularly, DenseNet that connects each layer to every other layer in a feed-forward fashion and has shown impressive performance...

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