FusionNet: A Deep Fully Residual Convolutional Neural Network for Image Segmentation in Connectomics
FusionNet: A Deep Fully Residual Convolutional Neural Network for Image Segmentation in Connectomics
Cellular-resolution connectomics is an ambitious research direction with the goal of generating comprehensive brain connectivity maps using high-throughput, nano-scale electron microscopy. One of the main challenges in connectomics research is developing scalable image analysis algorithms that require minimal user intervention. Deep learning has provided exceptional performance in image classification tasks …