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
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation Yading Yuan 25 76 0 12 Oct 2017
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks Xing Di Vishwanath A. Sindagi Vishal M. Patel CVBM GAN 23 46 0 03 Oct 2017
Neural networks for topology optimization Ivan Sosnovik Ivan V. Oseledets 17 253 0 27 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 12 26 0 22 Sep 2017
Convolutional neural networks that teach microscopes how to image R. Horstmeyer Richard Y. Chen Barbara Kappes B. Judkewitz 13 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 16 535 0 19 Sep 2017
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction Jan Funke Fabian Tschopp William Grisaitis Arlo Sheridan Chandan Singh S. Saalfeld Srinivas C. Turaga 3DV 15 27 0 09 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz 3DPC 18 2,421 0 07 Sep 2017
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks Konstantin Sozykin Stanislav Protasov A. Khan Rasheed Hussain Jooyoung Lee 33 45 0 05 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Aitor Alvarez-Gila Joost van de Weijer Estíbaliz Garrote GAN 17 90 0 01 Sep 2017
Pix2face: Direct 3D Face Model Estimation Daniel E. Crispell Maxim Bazik 3DH CVBM 19 21 0 29 Aug 2017
3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang Hongkai Wen Sen Wang R. Clark Andrew Markham A. Trigoni GAN 11 198 0 26 Aug 2017
Tags2Parts: Discovering Semantic Regions from Shape Tags Sanjeev Muralikrishnan Vladimir G. Kim S. Chaudhuri 26 24 0 22 Aug 2017
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor Mina Rezaei Konstantin Harmuth Willi Gierke Thomas Kellermeier Martin Fischer Haojin Yang Christoph Meinel GAN MedIm 22 120 0 17 Aug 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 22 44 0 08 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 M. Kalra Ge Wang GAN MedIm 30 1,187 0 03 Aug 2017
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets Lequan Yu Jie-Zhi Cheng Qi Dou Xin Yang Hao Chen Jing Qin Pheng-Ann Heng 16 220 0 02 Aug 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 24 946 0 28 Jul 2017
Liver lesion segmentation informed by joint liver segmentation Eugene Vorontsov A. Tang Chris Pal Samuel Kadoury MedIm 16 112 0 24 Jul 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 19 747 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 16 37 0 19 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 L. Yang MedIm SSeg 32 132 0 16 Jul 2017
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations Carole H Sudre Wenqi Li Tom Kamiel Magda Vercauteren Sébastien Ourselin M. Jorge Cardoso SSeg 25 2,116 0 11 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 111 166 0 08 Jul 2017
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules Xinyang Feng Jie-jin Yang Andrew F. Laine Elsa D. Angelini 14 159 0 04 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 27 87 0 04 Jul 2017
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems J. C. Ye Yoseob Han Eunju Cha 33 16 0 03 Jul 2017
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks Jaemin Son S. Park Kyu-Hwan Jung GAN MedIm 10 159 0 28 Jun 2017
Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition V. Iglovikov Sergey Mushinskiy V. Osin 19 167 0 19 Jun 2017
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation L. Yang Yizhe Zhang Jianxu Chen Siyuan Zhang D. Z. Chen MedIm 22 502 0 15 Jun 2017
$ν$ -net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters H. Winther Christian Hundt B. Schmidt C. Czerner J. Bauersachs F. Wacker J. Vogel-Claussen 11 16 0 14 Jun 2017
Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN Lvmin Zhang Yi Ji Xin Lin GAN 9 167 0 11 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 22 26 0 07 Jun 2017
SegAN: Adversarial Network with Multi-scale $L_1$ Loss for Medical Image Segmentation Yuan Xue Tao Xu Han Zhang L. R. Long Xiaolei Huang MedIm GAN 16 539 0 06 Jun 2017
Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks Gerda Bortsova Gijs van Tulder Florian Dubost Tingying Peng Nassir Navab A. van der Lugt D. Bos Marleen de Bruijne 18 15 0 04 Jun 2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 17 266 0 31 May 2017
Neuron Segmentation Using Deep Complete Bipartite Networks Jianxu Chen Sreya Banerjee Abhinav Grama Walter J. Scheirer D. Z. Chen 23 17 0 31 May 2017
Parcellation of Visual Cortex on high-resolution histological Brain Sections using Convolutional Neural Networks H. Spitzer K. Amunts Stefan Harmeling Timo Dickscheid 18 18 0 30 May 2017
Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks Russell Bates B. Irving B. Markelc Jakob Kaeppler R. Muschel Vicente Grau J. Schnabel MedIm 12 20 0 26 May 2017
GridNet with automatic shape prior registration for automatic MRI cardiac segmentation Clément Zotti Zhiming Luo A. Lalande O. Humbert Pierre-Marc Jodoin 16 87 0 24 May 2017
DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels Paul Guerrero H. Winnemöller Wilmot Li Niloy J. Mitra MDE 19 7 0 22 May 2017
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors Junjie Bai Abhay Shah Xiaodong Wu 24 7 0 22 May 2017
Deep De-Aliasing for Fast Compressive Sensing MRI Simiao Yu Hao Dong Guang Yang Greg Slabaugh P. Dragotti ... Fangde Liu Simon Arridge J. Keegan D. Firmin Yike Guo MedIm OOD 21 58 0 19 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 6 46 0 18 May 2017
A deep level set method for image segmentation Min Tang Sepehr Valipour Zichen Vincent Zhang Dana Cobzas Martin Jägersand 6 30 0 17 May 2017
A Generative Model of People in Clothing Christoph Lassner Gerard Pons-Moll Peter V. Gehler 3DH 19 228 0 11 May 2017
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images B. Bejnordi G. Zuidhof M. Balkenhol M. Hermsen P. Bult Bram van Ginneken N. Karssemeijer G. Litjens Jeroen van der Laak 26 161 0 10 May 2017
You said that? Joon Son Chung A. Jamaludin Andrew Zisserman CVBM 12 258 0 08 May 2017
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method Xiao Han MedIm 36 155 0 24 Apr 2017
Deep Learning for Photoacoustic Tomography from Sparse Data Stephan Antholzer Markus Haltmeier Johannes Schwab 13 246 0 15 Apr 2017