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
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 196 851 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 100 120 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 61 21 0 25 May 2018
Deep Graph Translation Xiaojie Guo Lingfei Wu Liang Zhao GNN 67 33 0 25 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 94 243 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 86 204 0 24 May 2018
AVID: Adversarial Visual Irregularity Detection Mohammad Sabokrou M. PourReza Mohsen Fayyaz R. Entezari M. Fathy Jürgen Gall Ehsan Adeli GAN 73 90 0 24 May 2018
End-to-End Speech-Driven Facial Animation with Temporal GANs Konstantinos Vougioukas Stavros Petridis Maja Pantic CVBM 87 103 0 23 May 2018
Segmentation of Liver Lesions with Reduced Complexity Deep Models R. Pandey Aswin Vasan A. G. Ramakrishnan SSeg MedIm 71 14 0 23 May 2018
Deep Object Tracking on Dynamic Occupancy Grid Maps Using RNNs Nico Engel S. Hörmann Philipp Henzler Klaus C. J. Dietmayer 64 21 0 23 May 2018
ICADx: Interpretable computer aided diagnosis of breast masses S. T. Kim Hakmin Lee Hak Gu Kim Yong Man Ro MedIm 47 30 0 23 May 2018
Music Source Separation Using Stacked Hourglass Networks Sungheon Park Taehoon Kim Kyogu Lee Nojun Kwak 71 44 0 22 May 2018
Blind Predicting Similar Quality Map for Image Quality Assessment Da Pan Ping Shi Ming-rui Hou Zefeng Ying Sizhe Fu Yuan Zhang 66 104 0 22 May 2018
Scene Coordinate and Correspondence Learning for Image-Based Localization Mai Bui Shadi Albarqouni Slobodan Ilic Nassir Navab 3DV 63 21 0 22 May 2018
Autofocus Layer for Semantic Segmentation Yao Qin Konstantinos Kamnitsas Siddharth Ancha Jay Nanavati G. Cottrell A. Criminisi A. Nori SSeg MedIm 126 112 0 22 May 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 74 160 0 21 May 2018
The Roles of Supervised Machine Learning in Systems Neuroscience Joshua I. Glaser Ari S. Benjamin Roozbeh Farhoodi Konrad Paul Kording 64 117 0 21 May 2018
Unsupervised Video Object Segmentation for Deep Reinforcement Learning Vikrant Goel James Weng Pascal Poupart OCL 73 66 0 20 May 2018
Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration Xiaoshuai Zhang Yiping Lu Jiaying Liu Bin Dong 89 51 0 20 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 78 351 0 19 May 2018
Butterfly-Net: Optimal Function Representation Based on Convolutional Neural Networks Yingzhou Li Xiuyuan Cheng Jianfeng Lu 52 23 0 18 May 2018
Learning to Collaborate for User-Controlled Privacy Martín Bertrán Natalia Martínez Afroditi Papadaki Qiang Qiu M. Rodrigues Guillermo Sapiro 32 1 0 18 May 2018
Learning 3D Shape Completion under Weak Supervision David Stutz Andreas Geiger 3DPC SSL 101 106 0 18 May 2018
XOGAN: One-to-Many Unsupervised Image-to-Image Translation Yongqi Zhang ViT GAN 41 9 0 18 May 2018
TractSeg - Fast and accurate white matter tract segmentation Jakob Wasserthal Peter Neher Klaus H. Maier-Hein 66 474 0 18 May 2018
Multi-level Wavelet-CNN for Image Restoration Pengju Liu Hongzhi Zhang Peng Sun Liang Lin W. Zuo SupR 79 656 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 49 67 0 17 May 2018
DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images Ilke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes D. Tuia Ramesh Raskar 60 848 0 17 May 2018
Deep Segmentation and Registration in X-Ray Angiography Video Athanasios Vlontzos K. Mikolajczyk 59 24 0 16 May 2018
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks C. Gros B. Leener A. Badji J. Maranzano Dominique Eden ... J. Doyon T. Shepherd Erik Charlson S. Narayanan Julien Cohen-Adad 68 221 0 16 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 27 7 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 58 57 0 14 May 2018
Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data Alison Q. OÑeil Antanas Kascenas Josep Henry D. Wyeth M. Shepherd ... L. Clunie Carrie Sansom Evelina Seduikyte K. Muir Ian Poole 48 40 0 14 May 2018
Convolutional CRFs for Semantic Segmentation Marvin Teichmann R. Cipolla SSeg 65 110 0 12 May 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 85 240 0 12 May 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 82 384 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 81 232 0 11 May 2018
A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues P. Berger G. Stein 77 38 0 11 May 2018
Multi-View Semantic Labeling of 3D Point Clouds for Automated Plant Phenotyping Bernhard Japes Jennifer Mack F. Rist Katja Herzog R. Töpfer Volker Steinhage 3DPC 42 6 0 10 May 2018
k-Space Deep Learning for Accelerated MRI Yoseob Han Leonard Sunwoo J. C. Ye 119 190 0 10 May 2018
Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features Talha Qaiser Yee Wah Tsang D. Taniyama Naoya Sakamoto Kazuaki Nakane David B. A. Epstein Nasir M. Rajpoot 70 182 0 09 May 2018
Facade Segmentation in the Wild John C. Femiani W. Para Niloy Mitra Peter Wonka CVBM 37 24 0 09 May 2018
Phase retrieval for Fourier Ptychography under varying amount of measurements Lokesh Boominathan Mayug Maniparambil Honey Gupta R. Baburajan Kaushik Mitra 56 41 0 09 May 2018
PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening Xiangyu Liu Huanyu Zhou Qizhi Xu Xiangyu Liu Yunhong Wang GAN 58 223 0 09 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 95 176 0 09 May 2018
The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing Zheng Xu Xitong Yang Xue Li Xiaoshuai Sun 39 17 0 08 May 2018
Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images T. Schlegl Hrvoje Bogunović S. Klimscha Philipp Seeböck A. Sadeghipour Bianca S. Gerendas S. Waldstein Georg Langs U. Schmidt-Erfurth 58 29 0 08 May 2018
High-resolution medical image synthesis using progressively grown generative adversarial networks Andrew Beers James M. Brown Ken Chang J. Peter Campbell S. Ostmo Michael F. Chiang Jayashree Kalpathy-Cramer GAN MedIm 86 82 0 08 May 2018
Learning on the Edge: Explicit Boundary Handling in CNNs Carlo Innamorati Tobias Ritschel Tim Weyrich Niloy J. Mitra 50 21 0 08 May 2018
Moiré Photo Restoration Using Multiresolution Convolutional Neural Networks Yujing Sun Yizhou Yu Wenping Wang 100 122 0 08 May 2018