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
Hand Pose Estimation via Latent 2.5D Heatmap Regression Umar Iqbal Pavlo Molchanov Thomas Breuel Juergen Gall Jan Kautz 3DH 24 317 0 25 Apr 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 10 200 0 25 Apr 2018
Automated Mouse Organ Segmentation: A Deep Learning Based Solution N. Ashish M. Brusniak 30 2 0 24 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 27 23 0 24 Apr 2018
Deep Learning in Spiking Neural Networks A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 12 1,057 0 22 Apr 2018
Micro-Net: A unified model for segmentation of various objects in microscopy images S. Raza Linda Cheung Muhammad Shaban S. Graham David B. A. Epstein S. Pelengaris Michael Khan Nasir M. Rajpoot SSeg 19 236 0 22 Apr 2018
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks Alexey A. Shvets V. Iglovikov Alexander Rakhlin Alexandr A Kalinin MedIm 25 74 0 21 Apr 2018
Unsupervised learning of the brain connectivity dynamic using residual D-net Youngjoo Seo Manuel Morante Y. Kopsinis Sergios Theodoridis 15 4 0 20 Apr 2018
Video Compression through Image Interpolation Chao-Yuan Wu Nayan Singhal Philipp Krahenbuhl VGen 34 317 0 18 Apr 2018
Talking Face Generation by Conditional Recurrent Adversarial Network Yang Song Jingwen Zhu Dawei Li Xiaolong Wang Hairong Qi CVBM 27 192 0 13 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 28 417 0 12 Apr 2018
A two-stage 3D Unet framework for multi-class segmentation on full resolution image Chengjia Wang Tom J. MacGillivray G. Macnaught Guang Yang D. Newby SSeg SupR 18 73 0 12 Apr 2018
Capsules for Object Segmentation Rodney LaLonde Ulas Bagci SSeg MedIm 33 270 0 11 Apr 2018
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation Hyojin Bahng Seungjoo Yoo Wonwoong Cho D. Park Ziming Wu Xiaojuan Ma Jaegul Choo VLM 17 86 0 11 Apr 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 39 4,949 0 11 Apr 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 51 745 0 10 Apr 2018
Outline Objects using Deep Reinforcement Learning Zhenxin Wang S. Sarcar Jingxin Liu Yilin Zheng Xiangshi Ren SSeg 29 7 0 10 Apr 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 22 529 0 09 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 22 129 0 07 Apr 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo Yao Yao Zixin Luo Shiwei Li Tian Fang Long Quan MDE 3DV 14 1,197 0 07 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 24 32 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 30 27 0 04 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 35 370 0 03 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 18 131 0 01 Apr 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 22 503 0 30 Mar 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 21 11 0 29 Mar 2018
Iterative Visual Reasoning Beyond Convolutions Xinlei Chen Li-Jia Li Li Fei-Fei Abhinav Gupta LRM GNN 40 214 0 29 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes Taihong Xiao Jiapeng Hong Jinwen Ma CVBM 16 199 0 28 Mar 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 16 191 0 27 Mar 2018
Learning Depth from Single Images with Deep Neural Network Embedding Focal Length Lei He Guanghui Wang Zhanyi Hu MDE 26 172 0 27 Mar 2018
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation Ehsan Hosseini-Asl Yingbo Zhou Caiming Xiong R. Socher 16 54 0 27 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 H. Menze MedIm 3DPC 28 212 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 17 64 0 25 Mar 2018
Entanglement-guided architectures of machine learning by quantum tensor network Yuhan Liu Xiao Zhang M. Lewenstein Shi-Ju Ran 26 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 18 237 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 48 114 0 23 Mar 2018
Pyramid Stereo Matching Network Jia-Ren Chang Yonghao Chen 3DPC 28 1,491 0 23 Mar 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 39 1,104 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 19 40 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 14 171 0 21 Mar 2018
Adversarial Defense based on Structure-to-Signal Autoencoders Joachim Folz Sebastián M. Palacio Jörn Hees Damian Borth Andreas Dengel AAML 26 32 0 21 Mar 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 26 120 0 21 Mar 2018
Patch-Based Image Inpainting with Generative Adversarial Networks Ugur Demir Gözde B. Ünal GAN 17 253 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 30 41 0 20 Mar 2018
Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds) F. Groh P. Wieschollek Hendrik P. A. Lensch 3DPC 16 107 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 35 40 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 16 47 0 20 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 51 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 19 100 0 19 Mar 2018