U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 9,838 papers shown

Title
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 540 0 17 Jun 2018
Tract orientation mapping for bundle-specific tractography Jakob Wasserthal Peter Neher Klaus H. Maier-Hein 18 47 0 14 Jun 2018
Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran M. Reyes GAN MedIm 25 176 0 14 Jun 2018
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging Xiaoran Chen Nick Pawlowski Martin Rajchl Ben Glocker E. Konukoglu OOD MedIm 22 49 0 14 Jun 2018
Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese Networks H. Spitzer Kai Kiwitz Katrin Amunts Stefan Harmeling Timo Dickscheid 8 81 0 13 Jun 2018
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 47 568 0 13 Jun 2018
A Unified Framework for Generalizable Style Transfer: Style and Content Separation Yexun Zhang Ya Zhang Wenbin Cai 35 40 0 13 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 30 37 0 12 Jun 2018
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation Jun Chen Guang Yang Z. Gao Hao Ni Elsa D. Angelini ... Yanping Zhang Xiuquan Du Heye Zhang J. Keegan D. Firmin 24 30 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 19 206 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 193 176 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 28 29 0 11 Jun 2018
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe-nan Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 16 1,699 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 21 71 0 10 Jun 2018
Robust Semantic Segmentation with Ladder-DenseNet Models Ivan Kreso Marin Orsic Petra Bevandić Sinisa Segvic SSeg 25 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 16 202 0 09 Jun 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 104 589 0 08 Jun 2018
Deep multi-scale architectures for monocular depth estimation Michel Moukari Sylvaine Picard Loïc Simon F. Jurie MDE 23 20 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 37 41 0 08 Jun 2018
Variational Autoencoder with Arbitrary Conditioning Oleg Ivanov Michael Figurnov Dmitry Vetrov BDL DRL 19 145 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 25 46 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 30 83 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 32 81 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 19 302 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 24 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 6 258 0 05 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 21 195 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 27 148 0 04 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 Danny Chen 24 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 36 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 43 371 0 01 Jun 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 22 119 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 22 44 0 30 May 2018
A Robust and Effective Approach Towards Accurate Metastasis Detection and pN-stage Classification in Breast Cancer Byungjae Lee K. Paeng 24 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 29 54 0 30 May 2018
Propagating Confidences through CNNs for Sparse Data Regression Abdelrahman Eldesokey M. Felsberg Fahad Shahbaz Khan 3DV 23 115 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 27 21 0 30 May 2018
Random mesh projectors for inverse problems Sidharth Gupta K. Kothari Maarten V. de Hoop Ivan Dokmanić 29 15 0 29 May 2018
Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks Tony C. W. Mok Albert C. S. Chung GAN MedIm 24 89 0 29 May 2018
Microscopy Cell Segmentation via Convolutional LSTM Networks Assaf Arbelle Tammy Riklin-Raviv 42 73 0 29 May 2018
Unsupervised Learning with Stein's Unbiased Risk Estimator Christopher A. Metzler Ali Mousavi Reinhard Heckel Richard G. Baraniuk OOD 26 103 0 26 May 2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture D. Nguyen X. Jia David Sher Mu-Han Lin Zohaib Iqbal Hui Liu Steve B. Jiang AI4CE 33 271 0 25 May 2018
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images Zhoubing Xu Yuankai Huo J. Park Bennett Landman A. Milkowski Sasa Grbic S. Kevin Zhou 28 49 0 25 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 27 839 0 25 May 2018
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols Neerav Karani K. Chaitanya Christian F. Baumgartner E. Konukoglu 38 120 0 25 May 2018
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations M. Gadermayr Laxmi Gupta B. Klinkhammer P. Boor Dorit Merhof GAN MedIm 28 21 0 25 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 240 0 24 May 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation Xi Peng Zhiqiang Tang Fei Yang Rogerio Feris Dimitris N. Metaxas 31 204 0 24 May 2018
AVID: Adversarial Visual Irregularity Detection Mohammad Sabokrou M. PourReza Mohsen Fayyaz R. Entezari M. Fathy Jürgen Gall Ehsan Adeli GAN 16 90 0 24 May 2018
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation Cristina Mata Guy Ben-Yosef Boris Katz 24 0 0 24 May 2018