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
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Haoyu Ren Mostafa El-Khamy Jungwon Lee MDE 17 33 0 07 Jun 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions Pulak Purkait Christopher Zach Ian Reid SSeg 16 29 0 07 Jun 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 21 104 0 06 Jun 2019
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Enzo Ferrante 11 44 0 05 Jun 2019
Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks N. Efremova Dmitry Zausaev Gleb Antipov 11 16 0 05 Jun 2019
Semi-supervised semantic segmentation needs strong, varied perturbations Geoff French S. Laine Timo Aila Michal Mackiewicz G. Finlayson 18 29 0 05 Jun 2019
Combining crowd-sourcing and deep learning to explore the meso-scale organization of shallow convection S. Rasp H. Schulz S. Bony B. Stevens 14 54 0 05 Jun 2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 9 17 0 05 Jun 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 6 84 0 05 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 45 1,264 0 04 Jun 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 13 54 0 04 Jun 2019
End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On Thibaut Issenhuth Jérémie Mary Clément Calauzènes 3DH 25 23 0 04 Jun 2019
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising Alexander Krull Tomáš Vičar Florian Jug DiffM 17 165 0 03 Jun 2019
Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning Tailai Wen Roy Keyes AI4TS 31 125 0 31 May 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 11 53 0 31 May 2019
Prostate Cancer Detection using Deep Convolutional Neural Networks Sunghwan Yoo Isha Gujrathi M. Haider Farzad Khalvati MedIm 11 184 0 30 May 2019
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities Simon A. A. Kohl Bernardino Romera-Paredes Klaus H. Maier-Hein Danilo Jimenez Rezende S. M. Ali Eslami Pushmeet Kohli Andrew Zisserman Olaf Ronneberger BDL 11 88 0 30 May 2019
Flat2Layout: Flat Representation for Estimating Layout of General Room Types Chi-Wei Hsiao Cheng Sun Min Sun Hwann-Tzong Chen 3DV 11 14 0 29 May 2019
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels Ali Hatamizadeh H. Hosseini Zhengyuan Liu S. Schwartz Demetri Terzopoulos MedIm 4 25 0 28 May 2019
PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension David Chettrit Orna Bregman-Amitai Itamar Tamir A. Bar E. Elnekave 8 9 0 28 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 11 57 0 27 May 2019
Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video Miguel Jaques Michael G. Burke Timothy M. Hospedales VGen PINN 18 44 0 27 May 2019
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images Yunzhe Xue F. Farhat Olga Boukrina A. Barrett J. Binder Usman Roshan William W. Graves MedIm 13 64 0 26 May 2019
Workflow Design Analysis for High Resolution Satellite Image Analysis Ioannis Paraskevakos Matteo Turilli B. Gonçalves H. Lynch S. Jha 10 4 0 23 May 2019
Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder Ji Feng Qi-Zhi Cai Zhi-Hua Zhou AAML 11 104 0 22 May 2019
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 25 53 0 21 May 2019
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud P. Biasutti Aurélie Bugeau Jean-François Aujol Mathieu Brédif 3DPC 16 16 0 21 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang D. Shen 17 26 0 21 May 2019
RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network Zhen-Liang Ni Guibin Bian Xiaoliang Xie Z. Hou Xiao-Hu Zhou Yan-Jie Zhou 24 68 0 21 May 2019
U-Net Based Multi-instance Video Object Segmentation Heguang Liu Jing Jiang VOS SSeg 20 5 0 19 May 2019
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls Shehroz S. Khan Jacob Nogas Alex Mihailidis 14 22 0 19 May 2019
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT Sulaiman Vesal Nishant Ravikumar Andreas K. Maier 17 44 0 19 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 11 296 0 17 May 2019
How is Gaze Influenced by Image Transformations? Dataset and Model Zhaohui Che Ali Borji Guangtao Zhai Xiongkuo Min G. Guo P. Le Callet 11 76 0 16 May 2019
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes Tae Joon Jun Y. Eom Dohyeun Kim Cherry Kim Ji-Hye Park Hoang Minh Nguyen Daeyoung Kim MedIm 9 28 0 16 May 2019
Learning-based Single-step Quantitative Susceptibility Mapping Reconstruction Without Brain Extraction Hongjiang Wei Steven Cao Yuyao Zhang Xiaojun Guan Fuhua Yan K. Yeom Chunlei Liu 17 50 0 15 May 2019
A Context-and-Spatial Aware Network for Multi-Person Pose Estimation Dongdong Yu Kai Su Xin Geng Changhu Wang 3DH 3DPC 10 9 0 14 May 2019
AMZ Driverless: The Full Autonomous Racing System Juraj Kabzan M. I. Valls Victor Reijgwart Hubertus Franciscus Cornelis Hendrikx Claas Ehmke ... Abel Gawel Mark Pfeiffer Alexander Liniger John Lygeros Roland Siegwart 27 138 0 13 May 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 28 82 0 13 May 2019
Graph U-Nets Hongyang Gao Shuiwang Ji AI4CE SSL SSeg GNN 20 1,062 0 11 May 2019
Semantic Segmentation of Seismic Images Daniel Salles Civitarese Daniela Szwarcman E. V. Brazil Bianca Zadrozny 11 16 0 10 May 2019
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN Dongwook Lee Won-Jin Moon J. C. Ye GAN MedIm 22 8 0 10 May 2019
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 21 9 0 10 May 2019
Joint Segmentation and Path Classification of Curvilinear Structures Agata Mosinska Mateusz Koziñski Pascal Fua 19 28 0 09 May 2019
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function Karsten Roth Tomasz K. Konopczynski Jurgen Hesser MedIm 23 9 0 09 May 2019
PPGNet: Learning Point-Pair Graph for Line Segment Detection Ziheng Zhang Zhengxin Li N. Bi Jia Zheng Jinlei Wang Kun Huang Weixin Luo Yanyu Xu Shenghua Gao GNN 10 78 0 09 May 2019
QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field Yicheng Chen A. Jakary Sivakami Avadiappan Christopher P. Hess J. Lupo MedIm 13 60 0 08 May 2019
Automatic Video Colorization using 3D Conditional Generative Adversarial Networks Panagiotis Kouzouglidis Giorgos Sfikas Christophoros Nikou GAN 11 17 0 08 May 2019
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference Yifan Ding Chuan Wang Haibin Huang Jiaming Liu Jue Wang Liqiang Wang 12 12 0 08 May 2019
A Deep Framework for Bone Age Assessment based on Finger Joint Localization Xiaoman Zhang Ziyuan Zhao Cen Chen Songyou Peng Min-Ying Wu Zhongyao Cheng Sin Gee Teo Le Zhang Zeng Zeng 14 1 0 07 May 2019