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
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 29 338 0 18 Sep 2017
Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification Yi Li Lingxiao Song Xiang Wu Ran He Tieniu Tan CVBM GAN 19 48 0 12 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 20 27 0 09 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming Liu Jan Kautz 3DPC 103 2,428 0 07 Sep 2017
Synthetic Medical Images from Dual Generative Adversarial Networks John Guibas T. S. Virdi Peter S. Li GAN MedIm 32 167 0 06 Sep 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 39 362 0 06 Sep 2017
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification Daniel Michelsanti Zheng-Hua Tan GAN 28 209 0 06 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 35 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 33 90 0 01 Sep 2017
Pix2face: Direct 3D Face Model Estimation Daniel E. Crispell Maxim Bazik 3DH CVBM 29 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 33 198 0 26 Aug 2017
Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI A. Curiale F. D. Colavecchia P. Kaluza R. Isoardi G. Mato 19 22 0 24 Aug 2017
Tags2Parts: Discovering Semantic Regions from Shape Tags Sanjeev Muralikrishnan Vladimir G. Kim S. Chaudhuri 37 24 0 22 Aug 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 28 261 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 30 120 0 17 Aug 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 30 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 18 734 0 07 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 32 1,189 0 03 Aug 2017
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks Sangheum Hwang Sunggyun Park SSeg 29 45 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 27 220 0 02 Aug 2017
Deep Convolutional Framelet Denosing for Low-Dose CT via Wavelet Residual Network Eunhee Kang J. Yoo J. C. Ye OOD SupR MedIm 16 15 0 31 Jul 2017
Photographic Image Synthesis with Cascaded Refinement Networks Qifeng Chen V. Koltun 26 946 0 28 Jul 2017
Recurrent Ladder Networks Isabeau Prémont-Schwarz Alexander Ilin T. Hao Antti Rasmus Rinu Boney Harri Valpola 32 41 0 28 Jul 2017
3D Sketching using Multi-View Deep Volumetric Prediction J. Delanoy Mathieu Aubry Phillip Isola Alexei A. Efros Adrien Bousseau 3DV 27 126 0 26 Jul 2017
Liver lesion segmentation informed by joint liver segmentation Eugene Vorontsov A. Tang Chris Pal Samuel Kadoury MedIm 18 112 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 22 88 0 24 Jul 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 26 747 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 32 38 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 Ling Yang MedIm SSeg 37 132 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 65 2,121 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 64 5,843 0 10 Jul 2017
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges Mennatullah Siam Sara Elkerdawy Martin Jägersand S. Yogamani 124 166 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 14 159 0 04 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems J. C. Ye Yoseob Han Eunju Cha 36 16 0 03 Jul 2017
Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks Jaemin Son S. Park Kyu-Hwan Jung GAN MedIm 15 159 0 28 Jun 2017
Training Adversarial Discriminators for Cross-channel Abnormal Event Detection in Crowds Mahdyar Ravanbakhsh E. Sangineto Moin Nabi N. Sebe GAN 17 193 0 23 Jun 2017
Satellite Imagery Feature Detection using Deep Convolutional Neural Network: A Kaggle Competition V. Iglovikov Sergey Mushinskiy V. Osin 35 167 0 19 Jun 2017
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation Ling Yang Yizhe Zhang Jianxu Chen Siyuan Zhang Danny Chen MedIm 33 503 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 21 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 24 167 0 11 Jun 2017
Synthesizing Filamentary Structured Images with GANs He Zhao Huiqi Li Li Cheng GAN MedIm 30 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 24 541 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 26 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 19 266 0 31 May 2017
Neuron Segmentation Using Deep Complete Bipartite Networks Jianxu Chen Sreya Banerjee Abhinav Grama Walter J. Scheirer Danny Chen 33 17 0 31 May 2017
Unsupervised Learning of Disentangled Representations from Video Emily L. Denton Vighnesh Birodkar DRL CoGe OOD 36 552 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 24 26 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 26 19 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 25 20 0 26 May 2017