U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,090 papers shown

Title
Learning Blind Motion Deblurring P. Wieschollek M. Hirsch Bernhard Schölkopf Hendrik P. A. Lensch 76 151 0 14 Aug 2017
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation Jung Uk Kim Hak Gu Kim Yong Man Ro SSeg MedIm 31 42 0 11 Aug 2017
BlitzNet: A Real-Time Deep Network for Scene Understanding Nikita Dvornik K. Shmelkov Julien Mairal Cordelia Schmid SSeg 82 192 0 09 Aug 2017
Deep Face Feature for Face Alignment Boyi Jiang Juyong Zhang Bailin Deng Yudong Guo Ligang Liu CVBM 3DV 3DH 44 3 0 09 Aug 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 71 44 0 08 Aug 2017
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Xiang Ruan 104 741 0 07 Aug 2017
CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images Yudong Guo Juyong Zhang Jianfei Cai Boyi Jiang Jianmin Zheng CVBM 3DH 69 14 0 03 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou Mannudeep K. Kalra Ge Wang GAN MedIm 89 1,211 0 03 Aug 2017
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks Sangheum Hwang Sunggyun Park SSeg 59 45 0 02 Aug 2017
CT sinogram-consistency learning for metal-induced beam hardening correction Hyoung Suk Park S. Lee Hwa Pyung Kim J. Seo MedIm 41 107 0 02 Aug 2017
Joint Transmission Map Estimation and Dehazing using Deep Networks He Zhang Vishwanath A. Sindagi Vishal M. Patel 106 132 0 02 Aug 2017
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets Lequan Yu Jie Cheng Qi Dou Xin Yang Hao Chen Jing Qin Pheng-Ann Heng 80 220 0 02 Aug 2017
CNN Cascades for Segmenting Whole Slide Images of the Kidney M. Gadermayr Ann-Kathrin Dombrowski B. Klinkhammer P. Boor Dorit Merhof 58 77 0 01 Aug 2017
Automatic segmentation of the intracranialvolume in fetal MR images Nadieh Khalili P. Moeskops N. Claessens S. Scherpenzeel Elise Turk R. Heus M. Benders M. Viergever J. Pluim I. Išgum 47 15 0 31 Jul 2017
2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation Jay Patravali Shubham Jain Sasank Chilamkurthy 3DV 65 116 0 31 Jul 2017
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs) Lei Bi Jinman Kim Ashnil Kumar Dagan Feng M. Fulham MedIm GAN 81 139 0 31 Jul 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 99 73 0 31 Jul 2017
ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images Huangjing Lin Hao Chen Qi Dou Liansheng Wang J. Qin Pheng-Ann Heng MedIm 80 81 0 30 Jul 2017
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results Avi Ben-Cohen Eyal Klang S. Raskin Michal Marianne Amitai H. Greenspan MedIm 52 95 0 30 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 75 954 0 28 Jul 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 129 41 0 28 Jul 2017
Anisotropic EM Segmentation by 3D Affinity Learning and Agglomeration T. Parag Fabian Tschopp William Grisaitis Srinivas C. Turaga Xuewen Zhang Brian Matejek L. Kamentsky J. Lichtman Hanspeter Pfister 75 15 0 27 Jul 2017
3D Sketching using Multi-View Deep Volumetric Prediction J. Delanoy Mathieu Aubry Phillip Isola Alexei A. Efros Adrien Bousseau 3DV 60 126 0 26 Jul 2017
Automatic Liver Segmentation Using an Adversarial Image-to-Image Network Dong Yang Daguang Xu S. Kevin Zhou Bogdan Georgescu Mingqing Chen Sasa Grbic Dimitris N. Metaxas Dorin Comaniciu GAN MedIm 58 227 0 25 Jul 2017
Residual Conv-Deconv Grid Network for Semantic Segmentation Damien Fourure Rémi Emonet Elisa Fromont Damien Muselet A. Trémeau Christian Wolf SSeg 85 221 0 25 Jul 2017
Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos Chunchao Guo Jianhuang Lai Xiaohua Xie VOS 54 10 0 25 Jul 2017
Liver lesion segmentation informed by joint liver segmentation Eugene Vorontsov A. Tang Chris Pal Samuel Kadoury MedIm 66 116 0 24 Jul 2017
A Deep Learning Approach to Digitally Stain Optical Coherence Tomography Images of the Optic Nerve Head S. Devalla J. Mari T. A. Tun N. Strouthidis Tin Aung Alexandre Hoang Thiery M. Girard 60 89 0 24 Jul 2017
Wavelet Convolutional Neural Networks for Texture Classification S. Fujieda Kohei Takayama T. Hachisuka 71 111 0 24 Jul 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 163 1,334 0 20 Jul 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 106 754 0 20 Jul 2017
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks Z. Lun Matheus Gadelha E. Kalogerakis Subhransu Maji Rui Wang 3DV 3DPC 59 186 0 20 Jul 2017
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks Aleksander Klibisz Derek C. Rose Matthew R. Eicholtz J. Blundon Stanislav S Zakharenko 65 37 0 19 Jul 2017
The Devil is in the Decoder: Classification, Regression and GANs Z. Wojna V. Ferrari S. Guadarrama N. Silberman Liang-Chieh Chen Alireza Fathi J. Uijlings 69 93 0 18 Jul 2017
Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy P. Ambrosini D. Ruijters W. Niessen A. Moelker T. van Walsum 46 79 0 17 Jul 2017
Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks S. Apostolopoulos Sandro De Zanet Carlos Ciller Sebastian Wolf Raphael Sznitman 69 87 0 16 Jul 2017
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing Ling Yang MedIm SSeg 83 132 0 16 Jul 2017
Chinese Typography Transfer Jie Chang Yujun Gu GAN 96 24 0 16 Jul 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 147 2,160 0 11 Jul 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 220 5,942 0 10 Jul 2017
Deep Bilateral Learning for Real-Time Image Enhancement Michael Gharbi Jiawen Chen Jonathan T. Barron Samuel W. Hasinoff F. Durand 3DH 95 738 0 10 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 165 167 0 08 Jul 2017
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules Xinyang Feng Jie Yang Andrew F. Laine Elsa D. Angelini 50 160 0 04 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 80 88 0 04 Jul 2017
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation Guotai Wang Maria A. Zuluaga Wenqi Li R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Vercauteren 97 411 0 03 Jul 2017
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems J. C. Ye Yoseob Han Eunju Cha 114 16 0 03 Jul 2017
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks Jaemin Son S. Park Kyu-Hwan Jung GAN MedIm 65 159 0 28 Jun 2017
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis Pengyuan Lyu X. Bai Cong Yao Zhen Zhu Tengteng Huang Wenyu Liu GAN 111 131 0 27 Jun 2017
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds Mahdyar Ravanbakhsh E. Sangineto Moin Nabi N. Sebe GAN 171 194 0 23 Jun 2017
Comicolorization: Semi-Automatic Manga Colorization Chie Furusawa Kazuyuki Hiroshiba Keisuke Ogaki Yuri Odagiri 101 109 0 21 Jun 2017