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
Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN Lvmin Zhang Yi Ji Xin Lin GAN 86 168 0 11 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 65 26 0 07 Jun 2017
DeepSketch2Face: A Deep Learning Based Sketching System for 3D Face and Caricature Modeling Xiaoguang Han Chang Gao Yizhou Yu 3DV CVBM 3DH 50 80 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 90 551 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 81 15 0 04 Jun 2017
One-Sided Unsupervised Domain Mapping Sagie Benaim Lior Wolf 93 317 0 02 Jun 2017
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 72 269 0 31 May 2017
Neuron Segmentation Using Deep Complete Bipartite Networks Jianxu Chen Sreya Banerjee Abhinav Grama Walter J. Scheirer Danny Chen 136 17 0 31 May 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 113 554 0 31 May 2017
Morphological Error Detection in 3D Segmentations David Rolnick Yaron Meirovitch T. Parag Hanspeter Pfister Viren Jain J. Lichtman E. Boyden Nir Shavit 3DPC 3DH 65 26 0 30 May 2017
The Cramer Distance as a Solution to Biased Wasserstein Gradients Marc G. Bellemare Ivo Danihelka Will Dabney S. Mohamed Balaji Lakshminarayanan Stephan Hoyer Rémi Munos GAN 100 346 0 30 May 2017
Parcellation of Visual Cortex on high-resolution histological Brain Sections using Convolutional Neural Networks H. Spitzer Katrin Amunts Stefan Harmeling Timo Dickscheid 65 20 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 Julia A. Schnabel MedIm 79 20 0 26 May 2017
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge Kingsley Kuan Mathieu Ravaut Gaurav Manek Huiling Chen Jie Lin Babar Nazir Cen Chen T. C. Howe Zengfeng Zeng V. Chandrasekhar MedIm 130 88 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 71 87 0 24 May 2017
Dense Transformer Networks Jun Yu Li Yongjun Chen Lei Cai Ian Davidson Shuiwang Ji ViT MedIm 54 17 0 24 May 2017
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures Adrià Casamitjana Santi Puch Asier Aduriz Verónica Vilaplana 3DV 104 45 0 23 May 2017
GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network Florian Dubost Gerda Bortsova H. Adams M. Ikram W. Niessen Meike W. Vernooij Marleen De Bruijne MedIm 79 61 0 22 May 2017
Real Time Image Saliency for Black Box Classifiers P. Dabkowski Y. Gal 98 597 0 22 May 2017
DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels Paul Guerrero H. Winnemöller Wilmot Li Niloy J. Mitra MDE 64 7 0 22 May 2017
Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors Junjie Bai Abhay Shah Xiaodong Wu 36 7 0 22 May 2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas M. Heinrich Wenjia Bai ... T. Dawes D. O’Regan Bernhard Kainz Ben Glocker Daniel Rueckert 90 660 0 22 May 2017
Deep De-Aliasing for Fast Compressive Sensing MRI Simiao Yu Hao Dong Guang Yang Greg Slabaugh Pier Luigi Dragotti ... Fangde Liu Simon Arridge J. Keegan D. Firmin Yike Guo MedIm OOD 73 58 0 19 May 2017
Pixel Deconvolutional Networks Hongyang Gao Hao Yuan Zhengyang Wang Shuiwang Ji SSeg 150 46 0 18 May 2017
A deep level set method for image segmentation Min Tang Sepehr Valipour Zichen Vincent Zhang Dana Cobzas Martin Jägersand 50 31 0 17 May 2017
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization Dong Yang T. Xiong Daguang Xu Qiangui Huang David Liu ... Mingqing Chen T. Tran S. Chin Dimitris N. Metaxas Dorin Comaniciu 58 106 0 17 May 2017
A Generative Model of People in Clothing Christoph Lassner Gerard Pons-Moll Peter V. Gehler 3DH 104 228 0 11 May 2017
Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks Hao Dong Guang Yang Fangde Liu Yuanhan Mo Yike Guo 77 727 0 10 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 177 163 0 10 May 2017
Cell Tracking via Proposal Generation and Selection S. Akram Arno Solin L. Eklund J. Heikkilä 96 28 0 09 May 2017
Real-Time User-Guided Image Colorization with Learned Deep Priors Richard Y. Zhang Jun-Yan Zhu Phillip Isola Xinyang Geng Angela S. Lin Tianhe Yu Alexei A. Efros HAI 124 592 0 08 May 2017
You said that? Joon Son Chung A. Jamaludin Andrew Zisserman CVBM 77 260 0 08 May 2017
Auto-painter: Cartoon Image Generation from Sketch by Using Conditional Generative Adversarial Networks Yifan Liu Zengchang Qin Zhenbo Luo Hua Wang GAN 108 85 0 04 May 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data Abhijit Guha Roy Sailesh Conjeti Debdoot Sheet A. Katouzian Nassir Navab Christian Wachinger 95 97 0 02 May 2017
Outline Colorization through Tandem Adversarial Networks Kevin Frans GAN 86 61 0 28 Apr 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 104 1,416 0 27 Apr 2017
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation Kuan-Lun Tseng Yen-Liang Lin Winston H. Hsu Chung-Yang Huang MedIm 69 163 0 25 Apr 2017
Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method Xiao Han MedIm 110 159 0 24 Apr 2017
Hierarchical 3D fully convolutional networks for multi-organ segmentation H. Roth H. Oda Y. Hayashi M. Oda N. Shimizu M. Fujiwara K. Misawa K. Mori 66 124 0 21 Apr 2017
Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks Cem M. Deniz Siyuan Xiang S. Hallyburton A. Welbeck James S. Babb S. Honig Kyunghyun Cho G. Chang 86 149 0 20 Apr 2017
Computer Vision for Autonomous Vehicles: Problems, Datasets and State of the Art J. Janai Fatma Guney Aseem Behl Andreas Geiger 160 799 0 18 Apr 2017
Multi-View Image Generation from a Single-View Bo Zhao Xiao-Jun Wu Zhi-Qi Cheng Hao Liu Zequn Jie Jiashi Feng 3DH GAN 100 185 0 17 Apr 2017
Deep Learning for Photoacoustic Tomography from Sparse Data Stephan Antholzer Markus Haltmeier Johannes Schwab 64 248 0 15 Apr 2017
FastVentricle: Cardiac Segmentation with ENet Jesse Lieman-Sifry Matthieu Lê Felix Lau Sean Sall Daniel Golden 66 53 0 13 Apr 2017
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease J. Wolterink T. Leiner M. Viergever Ivana Išgum 49 100 0 12 Apr 2017
Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization D. Vigneault Weidi Xie D. Bluemke J. A. Noble 76 13 0 12 Apr 2017
EAST: An Efficient and Accurate Scene Text Detector Xinyu Zhou Cong Yao He Wen Yuzhi Wang Shuchang Zhou Weiran He Jiajun Liang 130 1,498 0 11 Apr 2017
DualGAN: Unsupervised Dual Learning for Image-to-Image Translation Zili Yi Hao Zhang P. Tan Minglun Gong GAN VLM 187 1,947 0 08 Apr 2017
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 92 1,140 0 08 Apr 2017
Learned Watershed: End-to-End Learning of Seeded Segmentation Steffen Wolf Lukas Schott Ullrich Kothe Fred Hamprecht 56 35 0 07 Apr 2017