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
Pixels to Plans: Learning Non-Prehensile Manipulation by Imitating a Planner Tarik Tosun E. Mitchell Ben Eisner Jinwook Huh Bhoram Lee Daewon Lee Volkan Isler H. S. Seung Daniel D. Lee 17 11 0 05 Apr 2019
Deep Predictive Video Compression with Bi-directional Prediction Woonsung Park Munchurl Kim 14 7 0 05 Apr 2019
TightCap: 3D Human Shape Capture with Clothing Tightness Field Xin Chen Anqi Pang Wei Yang Lan Xu Jingyi Yu 3DH 6 27 0 04 Apr 2019
Extracting Tables from Documents using Conditional Generative Adversarial Networks and Genetic Algorithms N. Vine Matthew D. Zeigenfuse Mark Rowan GAN 11 12 0 03 Apr 2019
Point in, Box out: Beyond Counting Persons in Crowds Yuting Liu Miaojing Shi Qijun Zhao Xiaofang Wang 3DPC 14 191 0 02 Apr 2019
Progressive LiDAR Adaptation for Road Detection Zhe Chen Jing Zhang Dacheng Tao 8 150 0 02 Apr 2019
Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction Florian Knoll Kerstin Hammernik Chi Zhang S. Moeller T. Pock D. Sodickson Mehmet Akçakaya OOD 11 263 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 11 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 D. Shen Gang Li 18 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 13 1,276 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 22 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 22 154 0 30 Mar 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 13 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 14 31 0 29 Mar 2019
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input Zihao Bo Hang Zhang Jun-hai Yong F. Xu 13 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 20 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 20 289 0 28 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 24 178 0 27 Mar 2019
Neural-networks for geophysicists and their application to seismic data interpretation B. Peters E. Haber J. Granek AI4CE 14 36 0 27 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 16 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 14 14 0 25 Mar 2019
PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain Sheng You Ning You Minxue Pan GAN 13 20 0 25 Mar 2019
Automated pulmonary nodule detection using 3D deep convolutional neural networks Hao Tang Daniel R. Kim Xiaohui Xie MedIm 18 77 0 23 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 19 37 0 22 Mar 2019
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids Lukas Hoyer Patrick Kesper Anna Khoreva Volker Fischer MDE 16 12 0 21 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 13 108 0 21 Mar 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 23 20 0 15 Mar 2019
Multi-label Cloud Segmentation Using a Deep Network Soumyabrata Dev Shilpa Manandhar Y. Lee Stefan Winkler SSeg 19 23 0 15 Mar 2019
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization Tak-Wai Hui Xiaoou Tang Chen Change Loy 3DPC 9 177 0 15 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
Structured Knowledge Distillation for Dense Prediction Yifan Liu Chris Liu Jingdong Wang Zhenbo Luo 20 575 0 11 Mar 2019
$Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation ($\text{POINT}^2$)$ Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation ( $\text{POINT}^2$ ) Haofu Liao Wei-An Lin Jiarui Zhang Jingdan Zhang Jiebo Luo S. Kevin Zhou 3DPC 18 46 0 10 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 13 362 0 08 Mar 2019
DSM Building Shape Refinement from Combined Remote Sensing Images based on Wnet-cGANs K. Bittner Marco Körner P. Reinartz MedIm GAN 13 10 0 08 Mar 2019
ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records Rajkumar Saini Derek Dobson Jon Morrey F. Liwicki Marcus Liwicki 11 19 0 08 Mar 2019
Learn and Link: Learning Critical Regions for Efficient Planning Daniel Molina Kislay Kumar Siddharth Srivastava 13 29 0 08 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian V. Dalca John Guttag M. Sabuncu MedIm SSeg 15 146 0 07 Mar 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng H. Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 8 1,614 0 07 Mar 2019
IMEXnet: A Forward Stable Deep Neural Network E. Haber Keegan Lensink Eran Treister Lars Ruthotto 22 40 0 06 Mar 2019
Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier Yuxing Tang Youbao Tang Mei Han Jing Xiao Ronald M. Summers MedIm GAN 6 63 0 05 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation Yazan Abu Farha Juergen Gall 22 649 0 05 Mar 2019
An Adversarial Super-Resolution Remedy for Radar Design Trade-offs Karim Armanious Sherif Abdulatif Fady Aziz U. Schneider Bin Yang 13 24 0 04 Mar 2019
Joint segmentation and classification of retinal arteries/veins from fundus images Fantin Girard C. Kavalec Farida Cheriet 16 97 0 04 Mar 2019
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations Saeid Asgari Taghanaki Kumar Abhishek Shekoofeh Azizi Ghassan Hamarneh AAML 23 40 0 03 Mar 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network Xiaolong Jiang Zehao Xiao Baochang Zhang Xiantong Zhen Xianbin Cao David Doermann Ling Shao 3DV 19 324 0 03 Mar 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 22 10 0 03 Mar 2019
Quaternion Convolutional Neural Networks Xuanyu Zhu Yi Tian Xu Hongteng Xu Changjian Chen 9 151 0 02 Mar 2019
A Deep DUAL-PATH Network for Improved Mammogram Image Processing Heyi Li Dongdong Chen W. Nailon Mike E. Davies Dave Laurenson AI4CE 6 21 0 01 Mar 2019
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Yizhe Zhang Lin Yang Hao Zheng Peixian Liang Colleen A. Mangold R. Loreto David P. Hughes D. Z. Chen MedIm 22 13 0 28 Feb 2019