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
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 18 114 0 21 May 2018
Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image Huazhu Fu Jun Cheng Yanwu Xu Changqing Zhang D. Wong Jiang-Dong Liu Xiaochun Cao 26 345 0 19 May 2018
Butterfly-Net: Optimal Function Representation Based on Convolutional Neural Networks Yingzhou Li Xiuyuan Cheng Jianfeng Lu 21 23 0 18 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 35 106 0 18 May 2018
XOGAN: One-to-Many Unsupervised Image-to-Image Translation Yongqi Zhang ViT GAN 18 9 0 18 May 2018
Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis Jun Cheng Zhengguo Li Zaiwang Gu Huazhu Fu D. Wong Jiang-Dong Liu 8 67 0 17 May 2018
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input Tae Joon Jun Dohyeun Kim Hoang Minh Nguyen Daeyoung Kim Y. Eom MedIm 13 6 0 15 May 2018
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection Wentao Zhu Y. S. Vang Yufang Huang Xiaohui Xie MedIm 30 57 0 14 May 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 27 239 0 12 May 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 28 381 0 11 May 2018
ContextNet: Exploring Context and Detail for Semantic Segmentation in Real-time Rudra P. K. Poudel Ujwal D. Bonde Stephan Liwicki Christopher Zach SSeg 38 227 0 11 May 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 13 38 0 11 May 2018
k-Space Deep Learning for Accelerated MRI Yoseob Han Leonard Sunwoo J. C. Ye 38 188 0 10 May 2018
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting Yuhang Song Chao Yang Yeji Shen Peng Wang Qin Huang C.-C. Jay Kuo 35 175 0 09 May 2018
Learning on the Edge: Explicit Boundary Handling in CNNs Carlo Innamorati Tobias Ritschel Tim Weyrich Niloy J. Mitra 19 20 0 08 May 2018
Building Disease Detection Algorithms with Very Small Numbers of Positive Samples Ken C. L. Wong Alexandros Karargyris T. Syeda-Mahmood Mehdi Moradi 16 13 0 07 May 2018
Sharp Attention Network via Adaptive Sampling for Person Re-identification Chen Shen Guo-Jun Qi Rongxin Jiang Zhongming Jin Hongwei Yong Yao-wu Chen Xiansheng Hua 27 38 0 07 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 187 1,165 0 04 May 2018
Semantic segmentation of mFISH images using convolutional networks Esteban Pardo José F. M. Morgado N. Malpica 30 23 0 03 May 2018
Lidar Cloud Detection with Fully Convolutional Networks E. Cromwell Donna Flynn 3DPC 13 16 0 02 May 2018
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training B. Liu Shuai Nie Yaping Zhang Dengfeng Ke Shan Liang Wenju Liu 33 25 0 02 May 2018
Adapting Mask-RCNN for Automatic Nucleus Segmentation Jeremiah W. Johnson SSeg 16 156 0 01 May 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 12 139 0 29 Apr 2018
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity Xiaohuan Cao Jianhua Yang Li Wang Z. Xue Qian Wang D. Shen 9 90 0 28 Apr 2018
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 19 97 0 27 Apr 2018
dhSegment: A generic deep-learning approach for document segmentation S. Oliveira Benoit Seguin F. Kaplan SSeg 17 171 0 27 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 19 55 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 11 88 0 25 Apr 2018
Hand Pose Estimation via Latent 2.5D Heatmap Regression Umar Iqbal Pavlo Molchanov Thomas Breuel Juergen Gall Jan Kautz 3DH 10 317 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 10 759 0 25 Apr 2018
Automated Mouse Organ Segmentation: A Deep Learning Based Solution N. Ashish M. Brusniak 18 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 19 23 0 24 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 17 236 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 34 316 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
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 48 743 0 10 Apr 2018
Outline Objects using Deep Reinforcement Learning Zhenxin Wang S. Sarcar Jingxin Liu Yilin Zheng Xiangshi Ren SSeg 26 7 0 10 Apr 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 22 527 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
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 13 131 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 22 501 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
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 31 60 0 28 Mar 2018