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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 / 13,167 papers shown
Title
Depthwise-STFT based separable Convolutional Neural Networks
Depthwise-STFT based separable Convolutional Neural Networks
Sudhakar Kumawat
Shanmuganathan Raman
OODMDE
50
5
0
27 Jan 2020
Polygames: Improved Zero Learning
Polygames: Improved Zero Learning
Tristan Cazenave
Yen-Chi Chen
Guanting Chen
Shi-Yu Chen
Xian-Dong Chiu
...
O. Teytaud
Shi-Cheng Ye
Yi-Jun Ye
Shi-Jim Yen
Sergey Zagoruyko
OffRL
49
33
0
27 Jan 2020
Abdominal multi-organ segmentation with cascaded convolutional and
  adversarial deep networks
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks
Pierre-Henri Conze
A. Emre Kavur
E. Gall
N. Gezer
Y. Meur
M. Alper Selver
F. Rousseau
SSegMedIm
65
104
0
26 Jan 2020
Unsupervised Disentanglement of Pose, Appearance and Background from
  Images and Videos
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos
Aysegül Dündar
Kevin J. Shih
Animesh Garg
R. Pottorf
Andrew Tao
Bryan Catanzaro
49
34
0
26 Jan 2020
Brain Metastasis Segmentation Network Trained with Robustness to
  Annotations with Multiple False Negatives
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives
Darvin Yi
E. Grøvik
Michael Iv
E. Tong
Greg Zaharchuk
D. Rubin
OOD
56
2
0
26 Jan 2020
Curriculum Audiovisual Learning
Curriculum Audiovisual Learning
Di Hu
Zechuan Wang
Haoyi Xiong
Dong Wang
Feiping Nie
Dejing Dou
SSL
63
32
0
26 Jan 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for
  Multi-detector CT Images
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
Anjany Sekuboyina
M. Husseini
Amirhossein Bayat
Maximilian Löffler
Hans Liebl
...
Ben Glocker
A. Valentinitsch
Markus Rempfler
Bjorn H. Menze
Jan S. Kirschke
97
260
0
24 Jan 2020
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion
  Segmentation
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation
Juan Miguel Valverde
Artem Shatillo
Riccardo De Feo
O. Gröhn
Alejandra Sierra
Jussi Tohka
MedIm
44
21
0
24 Jan 2020
Deep Non-Line-of-Sight Reconstruction
Deep Non-Line-of-Sight Reconstruction
Javier Grau Chopite
M. Hullin
Michael Wand
Julian Iseringhausen
3DV
78
55
0
24 Jan 2020
Plant Stem Segmentation Using Fast Ground Truth Generation
Plant Stem Segmentation Using Fast Ground Truth Generation
Changye Yang
Sriram Baireddy
Yuhao Chen
Enyu Cai
Denise Caldwell
V. Méline
A. Iyer-Pascuzzi
Edward J. Delp
11
3
0
24 Jan 2020
Cloud and Cloud Shadow Segmentation for Remote Sensing Imagery via
  Filtered Jaccard Loss Function and Parametric Augmentation
Cloud and Cloud Shadow Segmentation for Remote Sensing Imagery via Filtered Jaccard Loss Function and Parametric Augmentation
S. Mohajerani
Parvaneh Saeedi
75
23
0
23 Jan 2020
Deformation-aware Unpaired Image Translation for Pose Estimation on
  Laboratory Animals
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals
Siyuan Li
Semih Günel
Mirela Oštrek
Pavan Ramdya
Pascal Fua
Helge Rhodin
MedIm
71
38
0
23 Jan 2020
Information Compensation for Deep Conditional Generative Networks
Zehao Wang
Kaili Wang
Tinne Tuytelaars
José Oramas
GANCMLDRL
31
0
0
23 Jan 2020
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images
  using Deep Learning
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning
Timo Kepp
H. Sudkamp
C. V. D. Burchard
Hendrik Schenke
P. Koch
G. Hüttmann
J. Roider
M. Heinrich
Heinz Handels
43
11
0
23 Jan 2020
A Hypersensitive Breast Cancer Detector
A Hypersensitive Breast Cancer Detector
S. Pedemonte
Brent Mombourquette
Alexis Goh
Trevor Tsue
Aaron Long
Sadanand Singh
Thomas P. Matthews
Meet Shah
Jason Su
11
0
0
23 Jan 2020
Automatic phantom test pattern classification through transfer learning
  with deep neural networks
Automatic phantom test pattern classification through transfer learning with deep neural networks
Rafael B. Fricks
Justin Solomon
Ehsan Samei
MedIm
32
0
0
22 Jan 2020
ResDepth: Learned Residual Stereo Reconstruction
ResDepth: Learned Residual Stereo Reconstruction
Corinne Stucker
Konrad Schindler
142
24
0
22 Jan 2020
A Federated Deep Learning Framework for Privacy Preservation and
  Communication Efficiency
A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency
Tien-Dung Cao
Tram Truong-Huu
H. Tran
K. Tran
FedML
36
28
0
22 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image
  Segmentation
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation
Jesse Sun
Fatemeh Darbeha
M. Zaidi
Bo Wang
AAML
84
111
0
21 Jan 2020
PatchPerPix for Instance Segmentation
PatchPerPix for Instance Segmentation
Peter Hirsch
Lisa Mais
Dagmar Kainmueller
3DVISeg
64
30
0
21 Jan 2020
P$^2$-GAN: Efficient Style Transfer Using Single Style Image
P2^22-GAN: Efficient Style Transfer Using Single Style Image
Zhentan Zheng
Jianyi Liu
GAN
48
13
0
21 Jan 2020
Learning to Control PDEs with Differentiable Physics
Learning to Control PDEs with Differentiable Physics
Philipp Holl
V. Koltun
Nils Thuerey
AI4CEPINN
87
189
0
21 Jan 2020
An End-to-end Deep Learning Approach for Landmark Detection and Matching
  in Medical Images
An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images
Monika Grewal
T. Deist
J. Wiersma
Peter A. N. Bosman
Tanja Alderliesten
MedIm
33
14
0
21 Jan 2020
Secure and Robust Machine Learning for Healthcare: A Survey
Secure and Robust Machine Learning for Healthcare: A Survey
A. Qayyum
Junaid Qadir
Muhammad Bilal
Ala I. Al-Fuqaha
AAMLOOD
98
392
0
21 Jan 2020
Breast lesion segmentation in ultrasound images with limited annotated
  data
Breast lesion segmentation in ultrasound images with limited annotated data
Bahareh Behboodi
M. Amiri
Rupert Brooks
H. Rivaz
25
10
0
21 Jan 2020
Digital synthesis of histological stains using micro-structured and
  multiplexed virtual staining of label-free tissue
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue
Yijie Zhang
Kevin de Haan
Y. Rivenson
Jingxi Li
A. Delis
Aydogan Ozcan
77
129
0
20 Jan 2020
Learning Deformable Registration of Medical Images with Anatomical
  Constraints
Learning Deformable Registration of Medical Images with Anatomical Constraints
Lucas Mansilla
Diego H. Milone
Enzo Ferrante
MedIm
67
82
0
20 Jan 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning
Simon Vandenhende
Stamatios Georgoulis
Luc Van Gool
124
226
0
19 Jan 2020
Towards Augmented Reality-based Suturing in Monocular Laparoscopic
  Training
Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training
C. J. Preetha
J. Kloss
F. Wehrtmann
Lalith Sharan
C. Fan
Beat Peter Müller-Stich
Felix Nickel
Sandy Engelhardt
31
2
0
19 Jan 2020
Gated Path Selection Network for Semantic Segmentation
Gated Path Selection Network for Semantic Segmentation
Qichuan Geng
Hong Zhang
Xiaojuan Qi
Ruigang Yang
Zhong Zhou
Gao Huang
103
25
0
19 Jan 2020
From Speech-to-Speech Translation to Automatic Dubbing
From Speech-to-Speech Translation to Automatic Dubbing
Marcello Federico
Robert Enyedi
Roberto Barra-Chicote
Ritwik Giri
Umut Isik
A. Krishnaswamy
Hassan Sawaf
106
43
0
19 Jan 2020
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation
Zhun Fan
Jiahong Wei
Guijie Zhu
Jiajie Mo
Wenji Li
64
8
0
18 Jan 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation
A. Emre Kavur
N. Gezer
M. Baris
Sinem Aslan
Pierre-Henri Conze
...
Klaus H. Maier-Hein
G. Akar
Gözde B. Ünal
O. Dicle
M. Alper Selver
139
632
0
17 Jan 2020
SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On
SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On
Surgan Jandial
Ayush Chopra
Kumar Ayush
Mayur Hemani
Abhijeet Kumar
Balaji Krishnamurthy
DiffM3DH
94
66
0
17 Jan 2020
Deep Neural Networks with Trainable Activations and Controlled Lipschitz
  Constant
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant
Shayan Aziznejad
Harshit Gupta
Joaquim Campos
M. Unser
75
36
0
17 Jan 2020
Learning to Augment Expressions for Few-shot Fine-grained Facial
  Expression Recognition
Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition
Wenxuan Wang
Yanwei Fu
Qiang Sun
Tao Chen
Chenjie Cao
Ziqi Zheng
Guoqiang Xu
Han Qiu
Yu-Gang Jiang
Xiangyang Xue
CVBM
78
14
0
17 Jan 2020
Road Network and Travel Time Extraction from Multiple Look Angles with
  SpaceNet Data
Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data
A. V. Etten
Jacob Shermeyer
Daniel Hogan
N. Weir
Ryan Lewis
30
9
0
16 Jan 2020
Substituting Gadolinium in Brain MRI Using DeepContrast
Substituting Gadolinium in Brain MRI Using DeepContrast
Haoran Sun
Xueqing Liu
Xinyang Feng
Chen Liu
Nanyan Zhu
...
P. Canoll
Andrew F. Laine
J. Vaughan
S. Small
Jia Guo
27
17
0
15 Jan 2020
DGCM-Net: Dense Geometrical Correspondence Matching Network for
  Incremental Experience-based Robotic Grasping
DGCM-Net: Dense Geometrical Correspondence Matching Network for Incremental Experience-based Robotic Grasping
T. Patten
Kiru Park
Markus Vincze
87
31
0
15 Jan 2020
Everybody's Talkin': Let Me Talk as You Want
Everybody's Talkin': Let Me Talk as You Want
Linsen Song
Wayne Wu
Chao Qian
Ran He
Chen Change Loy
DiffMVGen
79
147
0
15 Jan 2020
The Synthinel-1 dataset: a collection of high resolution synthetic
  overhead imagery for building segmentation
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation
Fanjie Kong
Bohao Huang
Kyle Bradbury
Jordan M. Malof
59
38
0
15 Jan 2020
Learning multiview 3D point cloud registration
Learning multiview 3D point cloud registration
Zan Gojcic
Caifa Zhou
Jan Dirk Wegner
Leonidas Guibas
Tolga Birdal
3DPC
114
167
0
15 Jan 2020
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies
  with Multiple Convolutional Neural Networks
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks
Diedre Carmo
Bruna Silva
C. Yasuda
Letícia Rittner
R. Lotufo
130
45
0
14 Jan 2020
DeepFactors: Real-Time Probabilistic Dense Monocular SLAM
DeepFactors: Real-Time Probabilistic Dense Monocular SLAM
J. Czarnowski
Tristan Laidlow
R. Clark
Andrew J. Davison
MDE
129
177
0
14 Jan 2020
Machine Learning Pipeline for Segmentation and Defect Identification
  from High Resolution Transmission Electron Microscopy Data
Machine Learning Pipeline for Segmentation and Defect Identification from High Resolution Transmission Electron Microscopy Data
Catherine K. Groschner
Christina Choi
M. Scott
30
37
0
14 Jan 2020
Total Deep Variation for Linear Inverse Problems
Total Deep Variation for Linear Inverse Problems
Erich Kobler
Alexander Effland
K. Kunisch
Thomas Pock
98
89
0
14 Jan 2020
Neural Human Video Rendering by Learning Dynamic Textures and
  Rendering-to-Video Translation
Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation
Lingjie Liu
Weipeng Xu
Marc Habermann
Michael Zollhoefer
Florian Bernard
Hyeongwoo Kim
Wenping Wang
Christian Theobalt
3DH
131
20
0
14 Jan 2020
Deep Learning for ECG Segmentation
Deep Learning for ECG Segmentation
V. Moskalenko
N. Zolotykh
Grigory V. Osipov
41
69
0
14 Jan 2020
Structured Consistency Loss for semi-supervised semantic segmentation
Structured Consistency Loss for semi-supervised semantic segmentation
Jongmok Kim
JooYoung Jang
Hyunwoo Park
SeongAh Jeong
91
69
0
14 Jan 2020
180-degree Outpainting from a Single Image
180-degree Outpainting from a Single Image
Zhenqiang Ying
A. Bovik
37
7
0
13 Jan 2020
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