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
A New Dataset, Poisson GAN and AquaNet for Underwater Object Grabbing Chongwei Liu Zhihui Wang Shijie Wang Tao Tang Yulong Tao Caifei Yang Haojie Li Xing Liu Xin-Yue Fan 62 53 0 03 Mar 2020
ElixirNet: Relation-aware Network Architecture Adaptation for Medical Lesion Detection Chenhan Jiang Shaoju Wang Hang Xu Xiaodan Liang Nong Xiao MedIm 52 15 0 03 Mar 2020
Gastric histopathology image segmentation using a hierarchical conditional random field Changhao Sun Chen Li Jinghua Zhang Muhammad Rahaman Shiliang Ai Hao Chen Frank Kulwa Yixin Li Xiaoyan Li Tao Jiang 109 47 0 03 Mar 2020
D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry Nan Yang Lukas von Stumberg Rui Wang Zorah Lähner MDE 136 380 0 02 Mar 2020
Learning to Deblur and Generate High Frame Rate Video with an Event Camera Haoyu Chen Minggui Teng Boxin Shi Wang YIzhou Huang Tiejun 62 41 0 02 Mar 2020
A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth Estimation Sizhang Dai Weibing Huang 59 2 0 02 Mar 2020
Global Context-Aware Progressive Aggregation Network for Salient Object Detection Zuyao Chen Qianqian Xu Runmin Cong Qingming Huang 254 430 0 02 Mar 2020
A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-view Stereo Reconstruction from An Open Aerial Dataset Jin Liu Shunping Ji 3DV 64 78 0 02 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu Xiaolong Jiang Xuhui Liu Baochang Zhang Jungong Han Xianbin Cao David Doermann 78 90 0 29 Feb 2020
First Order Motion Model for Image Animation Aliaksandr Siarohin Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe VGen DiffM 184 942 0 29 Feb 2020
Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields Michael Ramamonjisoa Yuming Du Vincent Lepetit MDE 89 65 0 28 Feb 2020
Advances in centerline estimation for autonomous lateral control Paolo Cudrano S. Mentasti Matteo Matteucci M. Bersani S. Arrigoni F. Cheli 64 20 0 28 Feb 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 114 297 0 28 Feb 2020
RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation Hang Zhang Jinwei Zhang Qihao Zhang Jeremy Kim Shun Zhang S. Gauthier P. Spincemaille Thanh D. Nguyen M. Sabuncu Yi Wang MedIm 40 25 0 27 Feb 2020
Self-Supervised Deep Pose Corrections for Robust Visual Odometry Brandon Wagstaff Valentin Peretroukhin Jonathan Kelly SSL 81 25 0 27 Feb 2020
Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization Kaikai Huang Antonio Tejero-de-Pablos Hiroaki Yamane Y. Kurose Junichi Iho ... M. Horie Keisuke Nishizawa Yusaku Hayashi Y. Koyama Tatsuya Harada 43 10 0 27 Feb 2020
Deep Slow Motion Video Reconstruction with Hybrid Imaging System Avinash Paliwal N. Kalantari 53 29 0 27 Feb 2020
Defense-PointNet: Protecting PointNet Against Adversarial Attacks Yu Zhang G. Liang Tawfiq Salem Nathan Jacobs AAML 3DPC 81 27 0 27 Feb 2020
Learning to Shadow Hand-drawn Sketches Qingyuan Zheng Zhuoru Li Adam W. Bargteil GAN 3DH 3DV 87 27 0 26 Feb 2020
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches Bingchen Liu Kunpeng Song Ahmed Elgammal 100 31 0 26 Feb 2020
Deep Learning for Biomedical Image Reconstruction: A Survey Hanene Ben Yedder Ben Cardoen Ghassan Hamarneh MedIm 3DV 129 97 0 26 Feb 2020
Automatically Searching for U-Net Image Translator Architecture Han Shu Yunhe Wang MedIm 39 5 0 26 Feb 2020
Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping Kira Vinogradova Alexandr Dibrov E. Myers FAtt 123 153 0 26 Feb 2020
Deform-GAN:An Unsupervised Learning Model for Deformable Registration Xiaoyue Zhang Weijian Jian Yu Chen Shihting Yang MedIm 40 15 0 26 Feb 2020
Dam Burst: A region-merging-based image segmentation method Rui Tang Wenlong Song Xiao-Yu Guan Huibin Ge Deke Kong 23 1 0 26 Feb 2020
Toward fast and accurate human pose estimation via soft-gated skip connections Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos Maja Pantic 3DH 82 90 0 25 Feb 2020
Model Watermarking for Image Processing Networks Jie Zhang Dongdong Chen Jing Liao Han Fang Weiming Zhang Wenbo Zhou Hao Cui Nenghai Yu WIGM AAML 113 133 0 25 Feb 2020
Recalibrating 3D ConvNets with Project & Excite Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Christian Wachinger 3DPC 128 17 0 25 Feb 2020
Cross-layer Feature Pyramid Network for Salient Object Detection Zun Li Congyan Lang Jun Hao Liew Qibin Hou Yidong Li Jiashi Feng ObjD 44 57 0 25 Feb 2020
Technical report: Kidney tumor segmentation using a 2D U-Net followed by a statistical post-processing filter I. Paolucci 3DV SSeg 27 0 0 25 Feb 2020
Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision Fangbo Qin Shan Lin Yangming Li Randall Bly K. Moe Blake Hannaford 134 51 0 25 Feb 2020
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling Y. Qian Junhui Hou Sam Kwong Ying He 3DPC 83 118 0 24 Feb 2020
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose Ran Yi Zipeng Ye Juyong Zhang Hujun Bao Yong Liu CVBM 113 123 0 24 Feb 2020
AlignSeg: Feature-Aligned Segmentation Networks Zilong Huang Yunchao Wei Xinggang Wang Wenyu Liu Thomas S. Huang Humphrey Shi SSeg 204 152 0 24 Feb 2020
Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li Ansheng You Zhen Zhu Houlong Zhao Maoke Yang Kuiyuan Yang Yunhai Tong SSeg 106 359 0 24 Feb 2020
GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation Wallace P. Lira Johannes Merz Daniel E. Ritchie Daniel Cohen-Or Hao Zhang 82 28 0 24 Feb 2020
LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis Q. H. Cap H. Uga S. Kagiwada Hitoshi Iyatomi MedIm 79 150 0 24 Feb 2020
Predicting Rate of Cognitive Decline at Baseline Using a Deep Neural Network with Multidata Analysis S. Candemir X. V. Nguyen Luciano M Prevedello M. Bigelow Richard D. White B. S. Erdal 43 11 0 24 Feb 2020
ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning M. Oldenhof Adam Arany Yves Moreau Jaak Simm GNN 58 52 0 23 Feb 2020
Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation Tiexin Qin Ziyuan Wang Kelei He Yinghuan Shi Yang Gao Dinggang Shen 36 26 0 22 Feb 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 65 29 0 22 Feb 2020
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction Jiangpeng Yan Shuo Chen Yongbing Zhang Xiu Li 53 24 0 22 Feb 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Carola-Bibiane Schönlieb Hua Huang 80 105 0 22 Feb 2020
Self-Supervised Poisson-Gaussian Denoising Wesley Khademi Sonia Rao Clare Minnerath Guy M. Hagen Jonathan Ventura 125 30 0 21 Feb 2020
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks Jing Gao Xiaomin Song Qingsong Wen Pichao Wang Liang Sun Huan Xu AI4TS 64 134 0 21 Feb 2020
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization Karim Huesmann Soeren Klemm Lars Linsen Benjamin Risse 24 2 0 21 Feb 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 140 160 0 21 Feb 2020
Development of accurate human head models for personalized electromagnetic dosimetry using deep learning E. Rashed J. Gómez-Tames A. Hirata MedIm 120 26 0 21 Feb 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning Matthias Minderer Olivier Bachem N. Houlsby Michael Tschannen SSL 94 73 0 20 Feb 2020
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis Maxime W. Lafarge Erik J. Bekkers J. Pluim R. Duits M. Veta MedIm 152 75 0 20 Feb 2020