U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

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Title
Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound Yan Wang Yuyin Zhou Peng Tang Wei Shen Elliot K. Fishman Alan Yuille OOD SSeg 61 27 0 07 Apr 2018
Semi-Supervised Multi-Organ Segmentation via Deep Multi-Planar Co-Training Yuyin Zhou Yan Wang Peng Tang S. Bai Wei Shen Elliot K. Fishman Alan Yuille 87 133 0 07 Apr 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 167 1,230 0 07 Apr 2018
Mix and match networks: encoder-decoder alignment for zero-pair image translation Yaxing Wang Joost van de Weijer Luis Herranz 72 34 0 06 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 91 32 0 05 Apr 2018
Multi-level Activation for Segmentation of Hierarchically-nested Classes Marie Piraud Anjany Sekuboyina Bjorn H. Menze 36 6 0 05 Apr 2018
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI Zhiwen Fan Liyan Sun Xinghao Ding Yue Huang C. Cai John Paisley MedIm 81 28 0 04 Apr 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation Helge Rhodin Mathieu Salzmann Pascal Fua 3DH SSL 64 235 0 03 Apr 2018
CodeSLAM - Learning a Compact, Optimisable Representation for Dense Visual SLAM Michael Bloesch J. Czarnowski R. Clark Stefan Leutenegger Andrew J. Davison MDE 3DH 83 374 0 03 Apr 2018
Learning Intrinsic Image Decomposition from Watching the World Zhengqi Li Noah Snavely 70 175 0 02 Apr 2018
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks Dongwook Lee Jaejun Yoo S. Tak J. C. Ye OOD 78 300 0 02 Apr 2018
Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks Karen López-Linares Nerea Aranjuelo L. Kabongo G. Maclair Nerea Lete M. Ceresa Ainhoa García-Familiar I. Macía M. A. G. Ballester 61 135 0 01 Apr 2018
Learning Beyond Human Expertise with Generative Models for Dental Restorations Jyh-Jing Hwang S. Azernikov Alexei A. Efros Stella X. Yu MedIm 54 33 0 30 Mar 2018
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue Y. Rivenson Hongda Wang Zhensong Wei Yibo Zhang Harun Günaydın Aydogan Ozcan MedIm 3DV 73 514 0 30 Mar 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 68 11 0 29 Mar 2018
Iterative Visual Reasoning Beyond Convolutions Xinlei Chen Li Li Li Fei-Fei Abhinav Gupta LRM GNN 213 216 0 29 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 63 60 0 28 Mar 2018
Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection Seyed Raein Hashemi Seyed Sadegh Mohseni Salehi Deniz Erdogmus S. Prabhu Simon K. Warfield Ali Gholipour MedIm 95 165 0 28 Mar 2018
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes Taihong Xiao Jiapeng Hong Jinwen Ma CVBM 66 200 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 149 191 0 27 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 67 173 0 27 Mar 2018
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Ehsan Hosseini-Asl Yingbo Zhou Caiming Xiong R. Socher 60 56 0 27 Mar 2018
CompNet: Complementary Segmentation Network for Brain MRI Extraction Raunak Dey Yi Hong 88 49 0 27 Mar 2018
Multi-scale Processing of Noisy Images using Edge Preservation Losses Nati Ofir Y. Keller 25 7 0 26 Mar 2018
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes Giles Tetteh Velizar Efremov Nils D. Forkert Matthias Schneider Jan Kirschke B. Weber C. Zimmer Marie Piraud Bjoern Menze MedIm 3DPC 65 218 0 25 Mar 2018
Learning Environmental Sounds with Multi-scale Convolutional Neural Network Boqing Zhu Changjian Wang Feng Liu Jin Lei Zengquan Lu Yuxing Peng 68 64 0 25 Mar 2018
Entanglement-guided architectures of machine learning by quantum tensor network Yuhan Liu Xiao Zhang M. Lewenstein Shi-Ju Ran 76 32 0 24 Mar 2018
LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image Chuhang Zou Alex Colburn Qi Shan Derek Hoiem 3DV 3DPC 59 239 0 23 Mar 2018
Generalizability vs. Robustness: Adversarial Examples for Medical Imaging Magdalini Paschali Sailesh Conjeti Fernando Navarro Nassir Navab OOD MedIm AAML 97 92 0 23 Mar 2018
Deep learning and its application to medical image segmentation H. Roth Chen Shen H. Oda M. Oda Y. Hayashi K. Misawa K. Mori MedIm SSeg 88 116 0 23 Mar 2018
Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries Junjie Hu Mete Ozay Yan Zhang Takayuki Okatani 3DV 100 379 0 23 Mar 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 138 1,513 0 23 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 105 1,127 0 23 Mar 2018
Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari GAN 75 40 0 22 Mar 2018
Densely Connected Pyramid Dehazing Network He Zhang Vishal M. Patel 85 921 0 22 Mar 2018
Speech Dereverberation Using Fully Convolutional Networks Ori Ernst Shlomo E. Chazan Sharon Gannot Jacob Goldberger 50 83 0 22 Mar 2018
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery Yichen Wu Y. Rivenson Yibo Zhang Zhensong Wei H. Gunaydin Xing Lin Aydogan Ozcan 65 172 0 21 Mar 2018
Adversarial Defense based on Structure-to-Signal Autoencoders Joachim Folz Sebastián M. Palacio Jörn Hees Damian Borth Andreas Dengel AAML 71 32 0 21 Mar 2018
Quantification of Lung Abnormalities in Cystic Fibrosis using Deep Networks Filipe Marques Florian Dubost M. K. D. Corput H. Tiddens Marleen de Bruijne MedIm 43 7 0 21 Mar 2018
Modeling Camera Effects to Improve Visual Learning from Synthetic Data Alexandra Carlson Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 49 36 0 21 Mar 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 63 123 0 21 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 52 254 0 20 Mar 2018
Segmentation of histological images and fibrosis identification with a convolutional neural network Xiaohang Fu Tong Liu Zhaohan Xiong B. Smaill M. Stiles Jichao Zhao 63 41 0 20 Mar 2018
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 102 109 0 20 Mar 2018
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications Haohan Wang Zhenglin Wu Eric Xing OOD 68 41 0 20 Mar 2018
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mohammed E. Fathy Quoc-Huy Tran M. Zia Paul Vernaza Manmohan Chandraker 3DPC 3DV 137 47 0 20 Mar 2018
Towards Explanation of DNN-based Prediction with Guided Feature Inversion Mengnan Du Ninghao Liu Qingquan Song Helen Zhou FAtt 106 127 0 19 Mar 2018
Factorised spatial representation learning: application in semi-supervised myocardial segmentation A. Chartsias T. Joyce G. Papanastasiou S. Semple M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 108 69 0 19 Mar 2018
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks S. Azimi P. Fischer Marco Körner P. Reinartz 130 103 0 19 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 156 784 0 19 Mar 2018