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
Deep Predictive Video Compression with Bi-directional Prediction Woonsung Park Munchurl Kim 32 7 0 05 Apr 2019
Blind Visual Motif Removal from a Single Image Amir Hertz Sharon Fogel Rana Hanocka Raja Giryes Daniel Cohen-Or DiffM 9 32 0 04 Apr 2019
TightCap: 3D Human Shape Capture with Clothing Tightness Field Xin Chen Anqi Pang Wei Yang Lan Xu Jingyi Yu 3DH 22 28 0 04 Apr 2019
FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI Santiago Estrada Ran Lu Sailesh Conjeti Ximena Orozco-Ruiz Joana Panos-Willuhn M. Breteler M. Reuter MedIm 27 72 0 03 Apr 2019
Extracting Tables from Documents using Conditional Generative Adversarial Networks and Genetic Algorithms N. Vine Matthew D. Zeigenfuse Mark Rowan GAN 19 12 0 03 Apr 2019
CubiCasa5K: A Dataset and an Improved Multi-Task Model for Floorplan Image Analysis Ahti Kalervo Juha Ylioinas Markus Häikiö Antti Karhu Arno Solin 3DV 25 95 0 03 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 17 13 0 02 Apr 2019
Point in, Box out: Beyond Counting Persons in Crowds Yuting Liu Miaojing Shi Qijun Zhao Xiaofang Wang 3DPC 30 191 0 02 Apr 2019
Fence GAN: Towards Better Anomaly Detection Cuong Phuc Ngo Amadeus Aristo Winarto C. Kou Sojeong Park Farhan Akram H. Lee 15 93 0 02 Apr 2019
Progressive LiDAR Adaptation for Road Detection Zhe Chen Jing Zhang Dacheng Tao 20 150 0 02 Apr 2019
Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction Florian Knoll Kerstin Hammernik Chi Zhang S. Moeller Thomas Pock D. Sodickson Mehmet Akçakaya OOD 27 263 0 01 Apr 2019
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI with Limited Data A. Kofler M. Dewey T. Schaeffter Christian Wald C. Kolbitsch 3DPC 27 74 0 01 Apr 2019
Spherical U-Net on Cortical Surfaces: Methods and Applications Fenqiang Zhao Shun-ren Xia Zhengwang Wu Dingna Duan Li Wang Weili Lin J. Gilmore Dinggang Shen Gang Li 26 58 0 01 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 26 1,282 0 01 Apr 2019
Road Scene Understanding by Occupancy Grid Learning from Sparse Radar Clusters using Semantic Segmentation Liat Sless Gilad Cohen Bat El Shlomo Shaul Oron 30 6 0 31 Mar 2019
Person-in-WiFi: Fine-grained Person Perception using WiFi Fei-Yue Wang Sanping Zhou Stanislav Panev Jinsong Han Dong Huang 22 157 0 30 Mar 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 21 12 0 29 Mar 2019
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study L. Rundo Changhee Han Jin Zhang Ryuichiro Hataya Yudai Nagano ... A. Tangherloni M. Gilardi Salvatore Vitabile Hideki Nakayama G. Mauri 30 31 0 29 Mar 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 22 91 0 29 Mar 2019
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input Zihao Bo Hang Zhang Jun-hai Yong F. Xu 27 11 0 29 Mar 2019
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image Jingwei Huang Yichao Zhou Thomas Funkhouser Leonidas J. Guibas 3DV 31 45 0 29 Mar 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 28 291 0 28 Mar 2019
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object Detection Yun-Hai Liu Deng-Ping Fan Xinyu Zhang Guangyu Nie Meng Wang 27 86 0 28 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
Neural-networks for geophysicists and their application to seismic data interpretation Bas Peters E. Haber J. Granek AI4CE 22 36 0 27 Mar 2019
Deep segmentation networks predict survival of non-small cell lung cancer Stephen Seung-Yeob Baek Yusen He B. Allen John Buatti Brian J. Smith ... S. Seyedin M. Gannon Katherine R. Cabel Yusung Kim Xiaodong Wu 13 82 0 26 Mar 2019
Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Amir Atapour-Abarghouei T. Breckon MDE 33 34 0 26 Mar 2019
Combination of Multiple Global Descriptors for Image Retrieval HeeJae Jun ByungSoo Ko Youngjoon Kim Insik Kim Jongtack Kim 31 59 0 26 Mar 2019
DeepCenterline: a Multi-task Fully Convolutional Network for Centerline Extraction Zhihui Guo Junjie Bai Yi Lu Xin Wang K. Cao Qi Song Milan Sonka Youbing Yin 3DPC 18 30 0 25 Mar 2019
Deep Shape from Polarization Yunhao Ba Alex Ross Gilbert Franklin Wang Jinfa Yang Rui Chen Yiqin Wang Lei Yan Boxin Shi A. Kadambi 22 14 0 25 Mar 2019
PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain Sheng You Ning You Minxue Pan GAN 21 20 0 25 Mar 2019
Automated pulmonary nodule detection using 3D deep convolutional neural networks Hao Tang Daniel R. Kim Xiaohui Xie MedIm 18 78 0 23 Mar 2019
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 25 126 0 22 Mar 2019
Overcoming Small Minirhizotron Datasets Using Transfer Learning Weihuang Xu Guohao Yu A. Zare B. Zurweller D. Rowland J. Reyes‐Cabrera F. Fritschi R. Matamala T. Juenger 27 37 0 22 Mar 2019
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids Lukas Hoyer Patrick Kesper Anna Khoreva Volker Fischer MDE 21 12 0 21 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 26 109 0 21 Mar 2019
Dilated deeply supervised networks for hippocampus segmentation in MRI Lukas Folle Sulaiman Vesal Nishant Ravikumar Andreas Maier MedIm 19 14 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 22 67 0 20 Mar 2019
Interactive segmentation of medical images through fully convolutional neural networks Tomas Sakinis Fausto Milletari H. Roth P. Korfiatis Petro M. Kostandy Kenneth A. Philbrick Z. Akkus Ziyue Xu Daguang Xu Bradley J. Erickson 16 81 0 19 Mar 2019
Efficient Smoothing of Dilated Convolutions for Image Segmentation T. Ziegler Manuel Fritsche Lorenz Kuhn Konstantin Donhauser MedIm SSeg 34 13 0 19 Mar 2019
Unsupervised Part-Based Disentangling of Object Shape and Appearance Dominik Lorenz Leonard Bereska Timo Milbich Bjorn Ommer OCL DRL 33 147 0 16 Mar 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 34 20 0 15 Mar 2019
Multi-label Cloud Segmentation Using a Deep Network Soumyabrata Dev Shilpa Manandhar Y. Lee Stefan Winkler SSeg 27 23 0 15 Mar 2019
DeepHuman: 3D Human Reconstruction from a Single Image Zerong Zheng Tao Yu Yixuan Wei Qionghai Dai Yebin Liu 3DH 63 336 0 15 Mar 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 28 177 0 15 Mar 2019
Neural Scene Decomposition for Multi-Person Motion Capture Helge Rhodin Victor Constantin Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 33 47 0 13 Mar 2019
CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation Yanning Zhou O. F. Onder Qi Dou E. Tsougenis Hao Chen Pheng-Ann Heng 16 196 0 13 Mar 2019
Unsupervised Discovery of Parts, Structure, and Dynamics Zhenjia Xu Zhijian Liu Chen Sun Kevin Patrick Murphy William T. Freeman J. Tenenbaum Jiajun Wu OCL 38 61 0 12 Mar 2019
An End-to-End Network for Panoptic Segmentation Huanyu Liu Chao Peng Changqian Yu Jingbo Wang Xuantong Liu Gang Yu Wei Jiang ISeg 32 148 0 12 Mar 2019
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation Ziyuan Zhao Xiaoman Zhang Cen Chen Wei Li Songyou Peng Jie Wang Xulei Yang Le Zhang Zeng Zeng 13 17 0 12 Mar 2019