U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 10,014 papers shown

Title
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 41 518 0 04 Dec 2017
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 21 94 0 03 Dec 2017
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez A. Plassard Jiaqi Liu Yuang Yao A. Assad R. Abramson Bennett A. Landman MedIm 20 49 0 02 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 36 97 0 01 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 40 8 0 01 Dec 2017
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 27 133 0 01 Dec 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 69 1,344 0 30 Nov 2017
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling Malinda Vania Dawit Mureja Deukhee Lee 21 8 0 29 Nov 2017
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network Qianru Ye Tae-Kyun Kim 3DH 31 53 0 29 Nov 2017
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 25 2,099 0 29 Nov 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 50 702 0 29 Nov 2017
Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data Geonmo Gu S. T. Kim Ki Hyun Kim Wissam J. Baddar Yong Man Ro GAN CVBM 22 10 0 28 Nov 2017
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation G. Zeng Guoyan Zheng 22 42 0 28 Nov 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 45 59 0 27 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 32 56 0 27 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 29 143 0 23 Nov 2017
VITON: An Image-based Virtual Try-on Network Xintong Han Zuxuan Wu Zhe Wu Ruichi Yu L. Davis 3DH 63 571 0 22 Nov 2017
Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images C. Wick F. Puppe SSeg 26 71 0 21 Nov 2017
Separating Style and Content for Generalized Style Transfer Yexun Zhang Ya Zhang Wenbin Cai Jie Chang 39 174 0 17 Nov 2017
Chinese Typeface Transformation with Hierarchical Adversarial Network Jie Chang Yujun Gu Ya Zhang GAN 27 10 0 17 Nov 2017
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration I. Kligvasser Tamar Rott Shaham T. Michaeli 21 58 0 17 Nov 2017
3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network Renato Hermoza I. Sipiran GAN 33 55 0 17 Nov 2017
Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants Eduardo Aguilar Beatriz Remeseiro Marc Bolaños Petia Radeva 39 106 0 14 Nov 2017
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies Redouane Lguensat Miao Sun Ronan Fablet E. Mason P. Tandeo Ge Chen 24 140 0 10 Nov 2017
Deep D-bar: Real time Electrical Impedance Tomography Imaging with Deep Neural Networks S. Hamilton A. Hauptmann 46 253 0 08 Nov 2017
Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning Yang Hu Yun Gu Jie Yang Guang-Zhong Yang 24 12 0 08 Nov 2017
Remote Sensing Image Fusion Based on Two-stream Fusion Network Xiangyu Liu Qingjie Liu Yunhong Wang 30 298 0 07 Nov 2017
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net Xiao-Yun Zhou Su-Lin Lee Guang-Zhong Yang 3DPC 29 34 0 04 Nov 2017
Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions Nikolas Lessmann Bram van Ginneken M. Zreik P. D. de Jong B. D. de Vos M. Viergever Ivana Išgum 30 191 0 01 Nov 2017
Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation Min Tang Zichen Zhang Dana Cobzas Martin Jägersand Jacob L. Jaremko 37 22 0 31 Oct 2017
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction Daniel Stoller Sebastian Ewert S. Dixon 33 72 0 31 Oct 2017
Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy Faisal Mahmood Nicholas J. Durr MedIm 35 142 0 30 Oct 2017
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 30 332 0 28 Oct 2017
Automated Design using Neural Networks and Gradient Descent O. Hennigh 29 8 0 27 Oct 2017
Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network M. M. Thomas A. Forbes 3DV 20 25 0 26 Oct 2017
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net Mo Zhang Xiang Li Mengjia Xu Quanzheng Li SSeg 23 27 0 23 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
HDR image reconstruction from a single exposure using deep CNNs Gabriel Eilertsen J. Kronander G. Denes Rafał K. Mantiuk Jonas Unger 3DV 55 552 0 20 Oct 2017
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation Yading Yuan 40 76 0 12 Oct 2017
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren 41 687 0 11 Oct 2017
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta A. Azad Saneem A. Chemmengath V. Raykar S. Kalyanaraman 32 81 0 10 Oct 2017
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation Kuang Gong Jiahui Guan Kyungsang Kim Xuezhu Zhang Xiaofeng Liu J. Qi Quanzheng Li MedIm 24 221 0 09 Oct 2017
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks Xing Di Vishwanath A. Sindagi Vishal M. Patel CVBM GAN 41 46 0 03 Oct 2017
Spinal cord gray matter segmentation using deep dilated convolutions C. Perone Evan Calabrese Julien Cohen-Adad MedIm 27 113 0 02 Oct 2017
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images Heran Yang Jian Sun Huibin Li Lisheng Wang Zongben Xu 33 27 0 27 Sep 2017
Neural networks for topology optimization Ivan Sosnovik Ivan Oseledets 25 253 0 27 Sep 2017
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning D. Nguyen T. Long X. Jia W. Lu X. Gu Zohaib Iqbal Steve B. Jiang 32 47 0 26 Sep 2017
Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment Xiao-Yun Zhou Jianyu Lin C. Riga Guang-Zhong Yang Su-Lin Lee 20 26 0 22 Sep 2017
Convolutional neural networks that teach microscopes how to image R. Horstmeyer Richard Y. Chen Barbara Kappes B. Judkewitz 27 58 0 21 Sep 2017
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment Hao-Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi-Hsuan Yang MGen GAN 23 537 0 19 Sep 2017