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U-Net: Convolutional Networks for Biomedical Image Segmentation

U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015
Olaf Ronneberger
Philipp Fischer
Thomas Brox
    SSeg3DV
ArXiv (abs)PDFHTML

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

50 / 13,149 papers shown
Title
First Order Motion Model for Image Animation
First Order Motion Model for Image Animation
Aliaksandr Siarohin
Stéphane Lathuilière
Sergey Tulyakov
Elisa Ricci
N. Sebe
VGenDiffM
184
942
0
29 Feb 2020
Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth
  Estimation Using Displacement Fields
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
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
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
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
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
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
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
Defense-PointNet: Protecting PointNet Against Adversarial Attacks
Yu Zhang
G. Liang
Tawfiq Salem
Nathan Jacobs
AAML3DPC
81
27
0
27 Feb 2020
Learning to Shadow Hand-drawn Sketches
Learning to Shadow Hand-drawn Sketches
Qingyuan Zheng
Zhuoru Li
Adam W. Bargteil
GAN3DH3DV
87
27
0
26 Feb 2020
Sketch-to-Art: Synthesizing Stylized Art Images From Sketches
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
Deep Learning for Biomedical Image Reconstruction: A Survey
Hanene Ben Yedder
Ben Cardoen
Ghassan Hamarneh
MedIm3DV
129
97
0
26 Feb 2020
Automatically Searching for U-Net Image Translator Architecture
Automatically Searching for U-Net Image Translator Architecture
Han Shu
Yunhe Wang
MedIm
37
5
0
26 Feb 2020
Towards Interpretable Semantic Segmentation via Gradient-weighted Class
  Activation Mapping
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
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
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
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
Model Watermarking for Image Processing Networks
Jie Zhang
Dongdong Chen
Jing Liao
Han Fang
Weiming Zhang
Wenbo Zhou
Hao Cui
Nenghai Yu
WIGMAAML
113
133
0
25 Feb 2020
Recalibrating 3D ConvNets with Project & Excite
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
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
Technical report: Kidney tumor segmentation using a 2D U-Net followed by a statistical post-processing filter
I. Paolucci
3DVSSeg
25
0
0
25 Feb 2020
Towards Better Surgical Instrument Segmentation in Endoscopic Vision:
  Multi-Angle Feature Aggregation and Contour Supervision
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
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling
Y. Qian
Junhui Hou
Sam Kwong
Ying He
3DPC
81
118
0
24 Feb 2020
Audio-driven Talking Face Video Generation with Learning-based
  Personalized Head Pose
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Performance Aware Convolutional Neural Network Channel Pruning for
  Embedded GPUs
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs
Valentin Radu
Kuba Kaszyk
Yuan Wen
Jack Turner
José Cano
Elliot J. Crowley
Björn Franke
Amos Storkey
Michael F. P. O'Boyle
CVBM
65
38
0
20 Feb 2020
On Learning Sets of Symmetric Elements
On Learning Sets of Symmetric Elements
Haggai Maron
Or Litany
Gal Chechik
Ethan Fetaya
96
137
0
20 Feb 2020
Deep Fusion of Local and Non-Local Features for Precision Landslide
  Recognition
Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition
Qing Zhu
Lin Chen
Han Hu
Binzhi Xu
Yeting Zhang
Haifeng Li
18
10
0
20 Feb 2020
T-Net: Learning Feature Representation with Task-specific Supervision
  for Biomedical Image Analysis
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis
Weinan Song
Yuan Liang
Jiawei Yang
Kun Wang
Lei He
33
0
0
19 Feb 2020
MonoLayout: Amodal scene layout from a single image
MonoLayout: Amodal scene layout from a single image
Kaustubh Mani
Swapnil Daga
Shubhika Garg
N. S. Shankar
Krishna Murthy Jatavallabhula
K. M. Krishna
82
80
0
19 Feb 2020
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained
  Images
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained Images
Luiz Antonio Buschetto Macarini
A. V. Wangenheim
Felipe Perozzo Daltoé
A. S. Onofre
F. Onofre
M. Stemmer
34
5
0
19 Feb 2020
Multi-wavelet residual dense convolutional neural network for image
  denoising
Multi-wavelet residual dense convolutional neural network for image denoising
Shuo-Fei Wang
Wen-Kai Yu
Ya-Xin Li
41
10
0
19 Feb 2020
Weakly Supervised Semantic Segmentation of Satellite Images for Land
  Cover Mapping -- Challenges and Opportunities
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities
M. Schmitt
Jonathan Prexl
Patrick Ebel
Lukas Liebel
Xiaoxiang Zhu
49
61
0
19 Feb 2020
Meta Segmentation Network for Ultra-Resolution Medical Images
Meta Segmentation Network for Ultra-Resolution Medical Images
Tong Wu
Yuan Xie
Yanyun Qu
Bicheng Dai
Shuxin Chen
56
5
0
19 Feb 2020
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