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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 / 13,091 papers shown
Title
Medical Image Segmentation Using Deep Learning: A Survey
Medical Image Segmentation Using Deep Learning: A Survey
Risheng Wang
Tao Lei
Xiaogang Du
Yong Wan
Hongying Meng
Asoke K. Nandi
SSegOOD
115
579
0
28 Sep 2020
AIM 2020 Challenge on Video Temporal Super-Resolution
AIM 2020 Challenge on Video Temporal Super-Resolution
Sanghyun Son
Jaerin Lee
Seungjun Nah
Radu Timofte
Kyoung Mu Lee
SupR
78
21
0
28 Sep 2020
Classification and understanding of cloud structures via satellite
  images with EfficientUNet
Classification and understanding of cloud structures via satellite images with EfficientUNet
Tashin Ahmed
Noor Hossain Nuri Sabab
124
39
0
27 Sep 2020
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image
  Segmentation
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation
Bryar Shareef
Aleksandar Vakanski
Min Xian
Phoebe E. Freer
46
50
0
27 Sep 2020
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual
  Connections Framework for Spine Segmentation under Noisy Labels
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels
Ziyang Wang
Zhengdong Zhang
Irina Voiculescu
MedIm
65
35
0
27 Sep 2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge
AIM 2020: Scene Relighting and Illumination Estimation Challenge
Majed El Helou
Ruofan Zhou
Sabine Süsstrunk
Radu Timofte
Mahmoud Afifi
...
Liping Dong
Zhuolong Jiang
Chenghua Li
Cong Leng
Jian Cheng
142
43
0
27 Sep 2020
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of
  Generative Model
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model
Zhuonan He
Yikun Zhang
Yu Guan
S. Niu
Yi Zhang
Yang Chen
Qiegen Liu
DiffMMedIm
89
12
0
27 Sep 2020
Deep Learning-based Four-region Lung Segmentation in Chest Radiography
  for COVID-19 Diagnosis
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis
Young-Gon Kim
Kyungsang Kim
Dufan Wu
Hui Ren
Won Young Tak
...
J. Park
B. S. Kim
W. Chung
Mannudeep K. Kalra
Quanzheng Li
21
20
0
26 Sep 2020
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients
D. Gomes
Anwaar Ulhaq
M. Paul
M. J. Horry
Subrata Chakraborty
M. Saha
Tanmoy Debnath
D. M. Motiur
71
9
0
26 Sep 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains
Affinity Space Adaptation for Semantic Segmentation Across Domains
Wei Zhou
Yukang Wang
Jiajia Chu
Jiehua Yang
X. Bai
Yongchao Xu
56
60
0
26 Sep 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation
Causal Intervention for Weakly-Supervised Semantic Segmentation
Dong Zhang
Hanwang Zhang
Jinhui Tang
Xiansheng Hua
Qianru Sun
CMLISeg
128
455
0
26 Sep 2020
Dense-View GEIs Set: View Space Covering for Gait Recognition based on
  Dense-View GAN
Dense-View GEIs Set: View Space Covering for Gait Recognition based on Dense-View GAN
Rijun Liao
Weizhi An
Shiqi Yu
Zhu Li
Yongzhen Huang
CVBM
58
13
0
26 Sep 2020
Semi-Supervised Image Deraining using Gaussian Processes
Semi-Supervised Image Deraining using Gaussian Processes
R. Yasarla
Vishwanath A. Sindagi
Vishal M. Patel
124
22
0
25 Sep 2020
Enhancing MRI Brain Tumor Segmentation with an Additional Classification
  Network
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network
Hieu T. Nguyen
T. Le
T. Nguyen
N. T. Nguyen
80
20
0
25 Sep 2020
DPN: Detail-Preserving Network with High Resolution Representation for
  Efficient Segmentation of Retinal Vessels
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels
Song Guo
35
31
0
25 Sep 2020
Going to Extremes: Weakly Supervised Medical Image Segmentation
Going to Extremes: Weakly Supervised Medical Image Segmentation
H. Roth
Ke Wang
Ziyue Xu
Xiaosong Wang
Daguang Xu
65
63
0
25 Sep 2020
Transfer Learning by Cascaded Network to identify and classify lung
  nodules for cancer detection
Transfer Learning by Cascaded Network to identify and classify lung nodules for cancer detection
Shah B. Shrey
Lukman Hakim
M. Kavitha
H. Kim
Takio Kurita
8
7
0
24 Sep 2020
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase
  Imaging
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging
Fangshu Yang
Thanh-an Michel Pham
N. Brandenberg
Matthias Lütolf
Jianwei Ma
M. Unser
33
35
0
24 Sep 2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Style-invariant Cardiac Image Segmentation with Test-time Augmentation
Xiaoqiong Huang
Zejian Chen
Xin Yang
Zhendong Liu
Yuxin Zou
Mingyuan Luo
Wufeng Xue
Dong Ni
38
12
0
24 Sep 2020
Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial
  Network Normalizer
Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer
Zeynep Gürler
Ahmed Nebli
I. Rekik
OODAAMLMedIm
55
14
0
23 Sep 2020
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from
  Multi-Planar MRI
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI
Anneke Meyer
G. Chlebus
Marko Rak
D. Schindele
M. Schostak
...
A. Schenk
H. Meine
Horst K. Hahn
A. Schreiber
C. Hansen
43
46
0
23 Sep 2020
CLASS: Cross-Level Attention and Supervision for Salient Objects
  Detection
CLASS: Cross-Level Attention and Supervision for Salient Objects Detection
Lv Tang
Yue Liu
83
20
0
23 Sep 2020
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age
  Estimation
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation
Karim Armanious
Sherif Abdulatif
W. Shi
Shashank Salian
Thomas Kustner
Daniel Weiskopf
Tobias Hepp
S. Gatidis
Bin Yang
49
5
0
22 Sep 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for
  Explainable Medical Image Segmentation
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation
Ran Gu
Guotai Wang
Tao Song
Rui Huang
Michael Aertsen
Jan Deprest
Sébastien Ourselin
Tom Vercauteren
Shaoting Zhang
SSeg
135
472
0
22 Sep 2020
Segmentation and Defect Classification of the Power Line Insulators: A
  Deep Learning-based Approach
Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach
Arman Alahyari
A. Hinneck
Rahim Tariverdi
David Pozo
13
8
0
21 Sep 2020
Exploring Intensity Invariance in Deep Neural Networks for Brain Image
  Registration
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration
Hassan Mahmood
Asim Iqbal
S. Islam
28
3
0
21 Sep 2020
Depth-Adapted CNN for RGB-D cameras
Depth-Adapted CNN for RGB-D cameras
Zongwei Wu
Guillaume Allibert
C. Stolz
C. Demonceaux
MDE
88
20
0
21 Sep 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19
  in chest X-ray images
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images
Lucas O. Teixeira
R. M. Pereira
Diego Bertolini
Luiz Eduardo Soares de Oliveira
L. Nanni
George D. C. Cavalcanti
Yandre M. G. Costa
97
114
0
21 Sep 2020
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on
  3D Pelvic CT Images
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images
Zhuangzhuang Zhang
T. Zhao
Hiram Gay
B. Sun
Weixiong Zhang
MedIm
46
10
0
21 Sep 2020
Transform Domain Pyramidal Dilated Convolution Networks For Restoration
  of Under Display Camera Images
Transform Domain Pyramidal Dilated Convolution Networks For Restoration of Under Display Camera Images
Hrishikesh Panikkasseril Sethumadhavan
Densen Puthussery
M. Kuriakose
Jiji Charangatt Victor
MDE
81
18
0
20 Sep 2020
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
Yihao Huang
Felix Juefei Xu
Qing Guo
Yang Liu
G. Pu
96
21
0
19 Sep 2020
Holistic Grid Fusion Based Stop Line Estimation
Holistic Grid Fusion Based Stop Line Estimation
Runsheng Xu
Faezeh Tafazzoli
Li Zhang
Timo Rehfeld
Gunther Krehl
Arunava Seal
49
13
0
18 Sep 2020
Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder
  Networks
Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks
V. A. Chhabria
V. Ahuja
Ashwath Prabhu
Nikhil Patil
Palkesh Jain
S. Sapatnekar
34
58
0
18 Sep 2020
Synthetic Convolutional Features for Improved Semantic Segmentation
Synthetic Convolutional Features for Improved Semantic Segmentation
Yang He
Bernt Schiele
Mario Fritz
SSeg
59
2
0
18 Sep 2020
IDA: Improved Data Augmentation Applied to Salient Object Detection
IDA: Improved Data Augmentation Applied to Salient Object Detection
Daniel V. Ruiz
Bruno A. Krinski
E. Todt
60
7
0
18 Sep 2020
Microtubule Tracking in Electron Microscopy Volumes
Microtubule Tracking in Electron Microscopy Volumes
N. Eckstein
Julia M. Buhmann
Matthew Cook
Jan Funke
31
6
0
17 Sep 2020
Review: Deep Learning in Electron Microscopy
Review: Deep Learning in Electron Microscopy
Jeffrey M. Ede
197
80
0
17 Sep 2020
Deploying machine learning to assist digital humanitarians: making image
  annotation in OpenStreetMap more efficient
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient
John E. Vargas-Muñoz
D. Tuia
A. X. Falcão
15
17
0
17 Sep 2020
Crossing You in Style: Cross-modal Style Transfer from Music to Visual
  Arts
Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts
Cheng-Che Lee
Wan-Yi Lin
Yen-Ting Shih
P. Kuo
Li Su
68
15
0
17 Sep 2020
Temporally Guided Music-to-Body-Movement Generation
Temporally Guided Music-to-Body-Movement Generation
Hsuan-Kai Kao
Li Su
124
43
0
17 Sep 2020
Deep Learning in Photoacoustic Tomography: Current approaches and future
  directions
Deep Learning in Photoacoustic Tomography: Current approaches and future directions
A. Hauptmann
B. Cox
142
131
0
16 Sep 2020
U-Net with Graph Based Smoothing Regularizer for Small Vessel
  Segmentation on Fundus Image
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image
Lukman Hakim
N. Yudistira
M. Kavitha
Takio Kurita
31
5
0
16 Sep 2020
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image
  Segmentation
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation
Yuanfeng Ji
Ruimao Zhang
Zhuguo Li
Jiamin Ren
Shaoting Zhang
Ping Luo
3DPC
64
25
0
16 Sep 2020
Path Planning using Neural A* Search
Path Planning using Neural A* Search
Ryo Yonetani
Tatsunori Taniai
M. Barekatain
Mai Nishimura
Asako Kanezaki
3DPC
108
96
0
16 Sep 2020
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction
  in CT Images
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images
Lequan Yu
Zhicheng Zhang
Xuelong Li
Lei Xing
MedIm
58
116
0
16 Sep 2020
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and
  Report Dictation for AI Development
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development
Alexandros Karargyris
Satyananda Kashyap
Ismini Lourentzou
Joy T. Wu
Arjun Sharma
...
Shafiq Abedin
David Beymer
Vandana V. Mukherjee
E. Krupinski
Mehdi Moradi
MedIm
74
102
0
15 Sep 2020
RaLL: End-to-end Radar Localization on Lidar Map Using Differentiable
  Measurement Model
RaLL: End-to-end Radar Localization on Lidar Map Using Differentiable Measurement Model
Huan Yin
Runjian Chen
Yue Wang
R. Xiong
93
44
0
15 Sep 2020
The Devil is the Classifier: Investigating Long Tail Relation
  Classification with Decoupling Analysis
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis
Haiyang Yu
Ningyu Zhang
Shumin Deng
Zonggang Yuan
Yantao Jia
Huajun Chen
74
15
0
15 Sep 2020
Promoting Connectivity of Network-Like Structures by Enforcing Region
  Separation
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation
Doruk Öner
Mateusz Koziñski
Leonardo Citraro
N. Dadap
A. Konings
Pascal Fua
124
31
0
15 Sep 2020
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation
  Modeling for Temporal Action Proposal Generation
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation
Haisheng Su
Weihao Gan
Wei Wu
Yu Qiao
Junjie Yan
149
125
0
15 Sep 2020
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