U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,119 papers shown

Title
A Probabilistic U-Net for Segmentation of Ambiguous Images Simon A. A. Kohl Bernardino Romera-Paredes Clemens Meyer J. Fauw J. Ledsam Klaus H. Maier-Hein S. M. Ali Eslami Danilo Jimenez Rezende Olaf Ronneberger UQCV SSeg 86 578 0 13 Jun 2018
A Unified Framework for Generalizable Style Transfer: Style and Content Separation Yexun Zhang Ya Zhang Wenbin Cai 64 40 0 13 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 94 37 0 12 Jun 2018
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation Jun Chen Guang Yang Zijian Gao Hao Ni Elsa D. Angelini ... Yanping Zhang Xiuquan Du Heye Zhang J. Keegan D. Firmin 68 31 0 12 Jun 2018
U-SegNet: Fully Convolutional Neural Network based Automated Brain tissue segmentation Tool Pulkit Kumar Pravin Nagar Chetan Arora Anubha Gupta 43 90 0 12 Jun 2018
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Yue Zhang S. Miao Tommaso Mansi Rui Liao MedIm 80 206 0 11 Jun 2018
Improving Whole Slide Segmentation Through Visual Context - A Systematic Study K. Sirinukunwattana N. K. Alham C. Verrill J. Rittscher 72 41 0 11 Jun 2018
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines Martin Rajchl Nick Pawlowski Daniel Rueckert Paul M. Matthews Ben Glocker SSeg 69 35 0 11 Jun 2018
Synthetic Depth-of-Field with a Single-Camera Mobile Phone Neal Wadhwa Rahul Garg David E. Jacobs Bryan E. Feldman Nori Kanazawa Robert E. Carroll Yair Movshovitz-Attias Jonathan T. Barron Yael Pritch M. Levoy 3DH MDE 245 179 0 11 Jun 2018
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network V. Singh Hatem A. Rashwan Farhan Akram Nidhi Pandey Md. Mostafa Kamal Sarker Adel Saleh Saddam Abdulwahab Najlaa Maaroof S. Romaní D. Puig GAN MedIm 51 30 0 11 Jun 2018
Massively Parallel Video Networks João Carreira Viorica Patraucean L. Mazaré Andrew Zisserman Simon Osindero 73 42 0 11 Jun 2018
DOOBNet: Deep Object Occlusion Boundary Detection from an Image Guoxia Wang Xiaohui Liang Frederick W. B. Li 67 31 0 11 Jun 2018
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 115 1,724 0 10 Jun 2018
IVUS-Net: An Intravascular Ultrasound Segmentation Network Ji Yang Lin Tong M. Faraji A. Basu 29 68 0 10 Jun 2018
Accurate Spectral Super-resolution from Single RGB Image Using Multi-scale CNN Yiqi Yan Lei Zhang Jun Yu Li Wei Wei Yanning Zhang SupR 89 72 0 10 Jun 2018
Cell Detection with Star-convex Polygons Uwe Schmidt Martin Weigert Coleman Broaddus E. Myers 133 1,120 0 09 Jun 2018
Feature Pyramid Network for Multi-Class Land Segmentation Selim S. Seferbekov V. Iglovikov A. Buslaev Alexey A. Shvets SSeg 149 145 0 09 Jun 2018
Robust Semantic Segmentation with Ladder-DenseNet Models Ivan Kreso Marin Orsic Petra Bevandić Sinisa Segvic SSeg 63 12 0 09 Jun 2018
Fully Convolutional Networks with Sequential Information for Robust Crop and Weed Detection in Precision Farming Philipp Lottes Jens Behley Andres Milioto C. Stachniss 68 205 0 09 Jun 2018
PatchFCN for Intracranial Hemorrhage Detection Weicheng Kuo Christian Häne E. Yuh P. Mukherjee Jitendra Malik 37 17 0 08 Jun 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 161 598 0 08 Jun 2018
JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets Yunchen Pu Shuyang Dai Zhe Gan Weiyao Wang Guoyin Wang Yizhe Zhang Ricardo Henao Lawrence Carin GAN OOD 88 41 0 08 Jun 2018
Color Sails: Discrete-Continuous Palettes for Deep Color Exploration Maria Shugrina Amlan Kar Karan Singh Sanja Fidler 23 6 0 07 Jun 2018
On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation Alain Jungo Raphael Meier E. Ermiş Marcela Blatti-Moreno Evelyn Herrmann Roland Wiest M. Reyes UQCV 73 98 0 07 Jun 2018
Quantitative Phase Imaging and Artificial Intelligence: A Review YoungJu Jo Hyungjoon Cho Sang Yun Lee Gunho Choi Geon Kim Hyun-Seok Min Yongkeun Park 100 155 0 06 Jun 2018
Variational Autoencoder with Arbitrary Conditioning Oleg Ivanov Michael Figurnov Dmitry Vetrov BDL DRL 85 147 0 06 Jun 2018
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI Sérgio Pereira Victor Alves Carlos Alberto Silva 92 46 0 06 Jun 2018
Deep Vessel Segmentation By Learning Graphical Connectivity Seung Yeon Shin Soochahn Lee I. Yun Kyoung Mu Lee 74 210 0 06 Jun 2018
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation H. Roth Chen Shen H. Oda T. Sugino M. Oda Y. Hayashi K. Misawa K. Mori SSeg 79 83 0 06 Jun 2018
Deep supervision with additional labels for retinal vessel segmentation task Yishuo Zhang Albert C. S. Chung 84 137 0 06 Jun 2018
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks Christian Payer Darko Štern Thomas Neff Horst Bischof M. Urschler 87 83 0 06 Jun 2018
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images S. Graham Hao Chen Jevgenij Gamper Qi Dou Pheng-Ann Heng David R. J. Snead Yee Wah Tsang Nasir M. Rajpoot MedIm 91 307 0 05 Jun 2018
Y-Net: A deep Convolutional Neural Network for Polyp Detection A. Mohammed Sule YAYILGAN YILDIRIM I. Farup Marius Pedersen Ø. Hovde MedIm 86 63 0 05 Jun 2018
Monte Carlo Convolution for Learning on Non-Uniformly Sampled Point Clouds Pedro Hermosilla Tobias Ritschel Pere-Pau Vázquez À. Vinacua Timo Ropinski 3DPC 143 260 0 05 Jun 2018
CFCM: Segmentation via Coarse to Fine Context Memory Fausto Milletari Nicola Rieke Maximilian Baust M. Esposito Nassir Navab 82 48 0 04 Jun 2018
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro 81 196 0 04 Jun 2018
Synthetic data generation for end-to-end thermal infrared tracking Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 100 152 0 04 Jun 2018
TernausNetV2: Fully Convolutional Network for Instance Segmentation V. Iglovikov Selim S. Seferbekov A. Buslaev Alexey A. Shvets SSeg 102 157 0 03 Jun 2018
Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation Cheng Chen Qi Dou Hao Chen Pheng-Ann Heng OOD GAN MedIm 73 161 0 02 Jun 2018
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation Ling Yang Yizhe Zhang Zhuo Zhao Hao Zheng Peixian Liang M. Ying A. Ahuja Benlin Liu 58 31 0 02 Jun 2018
Learn the new, keep the old: Extending pretrained models with new anatomy and images Firat Özdemir Philipp Fürnstahl Orçun Göksel CLL 64 48 0 01 Jun 2018
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network Qiangqiang Yuan Qiang Zhang Jie Li Huanfeng Shen Liangpei Zhang 135 385 0 01 Jun 2018
Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN) Yu Zhao Xiang Li Wei Zhang Shijie Zhao Milad Makkie Mo Zhang Quanzheng Li Tianming Liu 68 51 0 31 May 2018
Fully Automated Organ Segmentation in Male Pelvic CT Images Anjali Balagopal S. Kazemifar D. Nguyen Mu-Han Lin R. Hannan A. Owrangi Steve B. Jiang 60 121 0 31 May 2018
Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations Bohao Huang Daniel Reichman L. Collins Kyle Bradbury Jordan M. Malof 124 45 0 30 May 2018
A Robust and Effective Approach Towards Accurate Metastasis Detection and pN-stage Classification in Breast Cancer Byungjae Lee K. Paeng 65 55 0 30 May 2018
Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI Jo Schlemper Guang Yang Pedro F. Ferreira Andrew D. Scott L. McGill ... M. Roehl J. Keegan D. Pennell D. Firmin Daniel Rueckert MedIm DiffM 64 54 0 30 May 2018
Propagating Confidences through CNNs for Sparse Data Regression Abdelrahman Eldesokey Michael Felsberg Fahad Shahbaz Khan 3DV 75 115 0 30 May 2018
RUN:Residual U-Net for Computer-Aided Detection of Pulmonary Nodules without Candidate Selection Tian Lan Yuanyuan Li Jonah Kimani Murugi Yi Ding Zhiguang Qin 29 21 0 30 May 2018
Random mesh projectors for inverse problems Sidharth Gupta K. Kothari Maarten V. de Hoop Ivan Dokmanić 75 16 0 29 May 2018