U-Net: Convolutional Networks for Biomedical Image Segmentation

U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Olaf Ronneberger

Philipp Fischer

Thomas Brox

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Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

19 / 13,119 papers shown

Title
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 107 226 0 08 Jun 2016
Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature Segmentation Petteri Teikari Marc A. Santos Charissa Poon K. Hynynen 3DV 95 48 0 08 Jun 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 355 18,371 0 02 Jun 2016
Dense Volume-to-Volume Vascular Boundary Detection J. Merkow D. Kriegman Alison Marsden Zhuowen Tu 3DV 62 90 0 26 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 771 37,971 0 20 May 2016
Artistic style transfer for videos Manuel Ruder Alexey Dosovitskiy Thomas Brox 137 193 0 28 Apr 2016
Pixel-level Encoding and Depth Layering for Instance-level Semantic Labeling J. Uhrig Marius Cordts Uwe Franke Thomas Brox SSeg 79 174 0 18 Apr 2016
Fully-Automatic Synapse Prediction and Validation on a Large Data Set Gary B. Huang Louis K. Scheffer Stephen M. Plaza 3DV 56 51 0 11 Apr 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation Hao Chen Xiaojuan Qi Lequan Yu Pheng-Ann Heng MedIm 91 580 0 10 Apr 2016
Deep Shading: Convolutional Neural Networks for Screen-Space Shading Oliver Nalbach Elena Arabadzhiyska Dushyant Mehta Hans-Peter Seidel Tobias Ritschel FAtt 3DV 114 154 0 19 Mar 2016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 171 3,064 0 18 Mar 2016
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest K. Sirinukunwattana J. Pluim Hao Chen Xiaojuan Qi Pheng-Ann Heng ... Philipp Kainz Michael Pfeiffer M. Urschler David R. J. Snead Nasir M. Rajpoot 108 810 0 01 Mar 2016
Global Deconvolutional Networks for Semantic Segmentation Vladimir Nekrasov Janghoon Ju Jaesik Choi SSeg 45 12 0 12 Feb 2016
Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation S. Honari J. Yosinski Pascal Vincent C. Pal 81 121 0 23 Nov 2015
ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation Francesco Visin Marco Ciccone Adriana Romero Kyle Kastner Kyunghyun Cho Yoshua Bengio Matteo Matteucci Aaron Courville VLM SSeg 100 251 0 22 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 204 1,884 0 17 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,886 0 02 Nov 2015
A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling A. Farag Le Lu H. Roth Jiamin Liu E. Turkbey Ronald M. Summers 82 153 0 22 May 2015
Deep Learning for Medical Image Segmentation Matthew Lai MedIm SSeg 70 100 0 08 May 2015