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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
Co-Exploration of Neural Architectures and Heterogeneous ASIC
  Accelerator Designs Targeting Multiple Tasks
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks
Lei Yang
Zheyu Yan
Meng Li
Hyoukjun Kwon
Liangzhen Lai
T. Krishna
Vikas Chandra
Weiwen Jiang
Yiyu Shi
93
116
0
10 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume
  and Star-shape Priori for Image Segmentation
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation
Jun Liu
Xiang Wang
X. Tai
72
36
0
10 Feb 2020
Learning to Grasp 3D Objects using Deep Residual U-Nets
Learning to Grasp 3D Objects using Deep Residual U-Nets
Yikun Li
Lambert Schomaker
S. Kasaei
51
19
0
10 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent
  Space
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
A. Voynov
Artem Babenko
167
420
0
10 Feb 2020
Knowledge Distillation for Brain Tumor Segmentation
Knowledge Distillation for Brain Tumor Segmentation
Dmitrii Lachinov
E. Shipunova
Vadim Turlapov
50
16
0
10 Feb 2020
Thermal to Visible Face Recognition Using Deep Autoencoders
Thermal to Visible Face Recognition Using Deep Autoencoders
Alperen Kantarci
H. K. Ekenel
ViTCVBM
26
17
0
10 Feb 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic
  resonance imaging data generalise to rare congenital heart diseases for
  surgical planning?
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?
Sven Koehler
A. Tandon
T. Hussain
H. Latus
T. Pickardt
S. Sarikouch
P. Beerbaum
G. Greil
Sandy Engelhardt
I. Wolf
54
6
0
10 Feb 2020
Prototype Refinement Network for Few-Shot Segmentation
Prototype Refinement Network for Few-Shot Segmentation
Jinlu Liu
Yongqiang Qin
SSeg
75
30
0
10 Feb 2020
A Deep Learning Approach to Automate High-Resolution Blood Vessel
  Reconstruction on Computerized Tomography Images With or Without the Use of
  Contrast Agent
A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent
A. Chandrashekar
A. Handa
N. Shivakumar
P. Lapolla
Vicente Grau
Regent Lee
MedIm
30
4
0
09 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive
  Review
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review
H. R. Boveiri
R. Khayami
R. Javidan
A. MehdiZadeh
178
140
0
09 Feb 2020
Weakly Supervised Attention Pyramid Convolutional Neural Network for
  Fine-Grained Visual Classification
Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification
Yifeng Ding
Shaoguo Wen
Jiyang Xie
Dongliang Chang
Zhanyu Ma
Zhongwei Si
Haibin Ling
80
56
0
09 Feb 2020
Ensemble of Deep Convolutional Neural Networks for Automatic Pavement
  Crack Detection and Measurement
Ensemble of Deep Convolutional Neural Networks for Automatic Pavement Crack Detection and Measurement
Zhun Fan
Chong Li
Ying Chen
P. D. Mascio
Xiaopeng Chen
Guijie Zhu
G. Loprencipe
59
125
0
08 Feb 2020
Exocentric to Egocentric Image Generation via Parallel Generative
  Adversarial Network
Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network
Gaowen Liu
Hao Tang
Hugo Latapie
Yan Yan
GAN
79
29
0
08 Feb 2020
Incorporating Symmetry into Deep Dynamics Models for Improved
  Generalization
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization
Rui Wang
Robin Walters
Rose Yu
AI4CE
147
177
0
08 Feb 2020
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy
  Images
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images
Peter Hirsch
Dagmar Kainmueller
131
13
0
07 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply
  Synergistic Image and Feature Alignment for Medical Image Segmentation
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation
Cheng Chen
Qi Dou
Hao Chen
J. Qin
Pheng Ann Heng
113
317
0
06 Feb 2020
Deep Learning for Classifying Food Waste
Deep Learning for Classifying Food Waste
Amin Mazloumian
Matthias Rosenthal
Hans-Joachim Gelke
HAI
30
7
0
06 Feb 2020
AI-GAN: Attack-Inspired Generation of Adversarial Examples
AI-GAN: Attack-Inspired Generation of Adversarial Examples
Tao Bai
Jun Zhao
Jinlin Zhu
Shoudong Han
Jiefeng Chen
Yue Liu
Alex C. Kot
GAN
96
51
0
06 Feb 2020
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for
  Tooth Segmentation
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation
Minyoung Chung
Minkyung Lee
Jioh Hong
Sanguk Park
Jusang Lee
Jingyu Lee
Jeongjin Lee
Y. Shin
55
66
0
06 Feb 2020
Fixed smooth convolutional layer for avoiding checkerboard artifacts in
  CNNs
Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNs
Yuma Kinoshita
Hitoshi Kiya
50
19
0
06 Feb 2020
Source separation with weakly labelled data: An approach to
  computational auditory scene analysis
Source separation with weakly labelled data: An approach to computational auditory scene analysis
Qiuqiang Kong
Yuxuan Wang
Xuchen Song
Yin Cao
Wenwu Wang
Mark D. Plumbley
98
47
0
06 Feb 2020
Domain Embedded Multi-model Generative Adversarial Networks for
  Image-based Face Inpainting
Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting
Xian Zhang
Xin Wang
Bin Kong
Canghong Shi
Youbing Yin
Qi Song
Siwei Lyu
Jiancheng Lv
Canghong Shi
Xiaojie Li
GANCVBM
53
7
0
05 Feb 2020
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted
  Multicuts
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts
Kalun Ho
J. Keuper
Margret Keuper
VOT
91
10
0
04 Feb 2020
Stan: Small tumor-aware network for breast ultrasound image segmentation
Stan: Small tumor-aware network for breast ultrasound image segmentation
Bryar Shareef
Min Xian
Aleksandar Vakanski
59
64
0
03 Feb 2020
SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with
  deep learning
SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with deep learning
Hongyu Li
Zifei Liang
Chaoyi Zhang
Ruiying Liu
Jing Li
...
B. Shen
Xiaoliang Zhang
Y. Ge
Jiangyang Zhang
L. Ying
MedIm
61
47
0
03 Feb 2020
Separation of target anatomical structure and occlusions in chest
  radiographs
Separation of target anatomical structure and occlusions in chest radiographs
J. Hofmanninger
S. Roehrich
H. Prosch
Georg Langs
MedIm
425
0
0
03 Feb 2020
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain
  Normalization in Histopathology Images Analysis
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis
Pegah Salehi
A. Chalechale
MedIm
60
84
0
03 Feb 2020
Time Difference of Arrival Estimation from Frequency-Sliding Generalized
  Cross-Correlations Using Convolutional Neural Networks
Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks
Luca Comanducci
M. Cobos
Fabio Antonacci
Augusto Sarti
69
27
0
03 Feb 2020
WeatherBench: A benchmark dataset for data-driven weather forecasting
WeatherBench: A benchmark dataset for data-driven weather forecasting
S. Rasp
P. Dueben
S. Scher
Jonathan A. Weyn
Soukayna Mouatadid
Nils Thuerey
AI4ClAI4TS
124
461
0
02 Feb 2020
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep
  Learning in Multiview Information with Attention
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention
Guang Yang
Jun Chen
Zijian Gao
Shuo Li
Hao Ni
...
Yanping Zhang
Xiuquan Du
Heye Zhang
D. Firmin
J. Keegan
47
74
0
02 Feb 2020
Deep Feature Fusion for Mitosis Counting
Deep Feature Fusion for Mitosis Counting
R. Yancey
38
2
0
01 Feb 2020
Post-Training Piecewise Linear Quantization for Deep Neural Networks
Post-Training Piecewise Linear Quantization for Deep Neural Networks
Jun Fang
Ali Shafiee
Hamzah Abdel-Aziz
D. Thorsley
Georgios Georgiadis
Joseph Hassoun
MQ
106
148
0
31 Jan 2020
A framework for large-scale mapping of human settlement extent from
  Sentinel-2 images via fully convolutional neural networks
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks
C. Qiu
M. Schmitt
Christian Gei
T. Chen
Xiaoxiang Zhu
85
59
0
31 Jan 2020
Noise2Inverse: Self-supervised deep convolutional denoising for
  tomography
Noise2Inverse: Self-supervised deep convolutional denoising for tomography
A. Hendriksen
D. Pelt
K. Batenburg
SupR
72
14
0
31 Jan 2020
Universal Semantic Segmentation for Fisheye Urban Driving Images
Universal Semantic Segmentation for Fisheye Urban Driving Images
Yaozu Ye
Kailun Yang
Kaite Xiang
Juan Wang
Kaiwei Wang
75
46
0
31 Jan 2020
Automatic lung segmentation in routine imaging is primarily a data
  diversity problem, not a methodology problem
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem
J. Hofmanninger
F. Prayer
Jeanny Pan
Sebastian Rohrich
H. Prosch
Georg Langs
91
46
0
31 Jan 2020
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical
  Response Prediction
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction
Houpu Yao
Yi Gao
Yongming Liu
AI4CE
111
67
0
31 Jan 2020
Automated quantification of myocardial tissue characteristics from
  native T1 mapping using neural networks with Bayesian inference for
  uncertainty-based quality-control
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control
Esther Puyol-Antón
B. Ruijsink
Christian F. Baumgartner
Matthew Sinclair
E. Konukoglu
Reza Razavi
A. King
44
33
0
31 Jan 2020
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and
  Occlusion
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion
Wenbo Dong
Pravakar Roy
Cheng Peng
Volkan Isler
73
65
0
30 Jan 2020
Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Channel-Attention Dense U-Net for Multichannel Speech Enhancement
Bahareh Tolooshams
Ritwik Giri
Andrew H. Song
Umut Isik
A. Krishnaswamy
67
88
0
30 Jan 2020
Sound field reconstruction in rooms: inpainting meets super-resolution
Sound field reconstruction in rooms: inpainting meets super-resolution
Francesc Lluís
Pablo Martínez-Nuevo
M. B. Møller
S. Shepstone
47
57
0
30 Jan 2020
Image Embedded Segmentation: Uniting Supervised and Unsupervised
  Objectives for Segmenting Histopathological Images
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images
Can Taylan
C. Sokmensuer
C. Gunduz-Demir
135
0
0
30 Jan 2020
2018 Robotic Scene Segmentation Challenge
2018 Robotic Scene Segmentation Challenge
M. Allan
S. Kondo
S. Bodenstedt
S. Leger
Rahim Kadkhodamohammadi
...
Sang Hyun Park
M. Azizian
Danail Stoyanov
Lena Maier-Hein
Stefanie Speidel
92
137
0
30 Jan 2020
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in
  Untrimmed Sequences
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences
Rosaura G. VidalMata
Walter J. Scheirer
Anna Kukleva
David D. Cox
Hilde Kuehne
69
49
0
29 Jan 2020
Under the Radar: Learning to Predict Robust Keypoints for Odometry
  Estimation and Metric Localisation in Radar
Under the Radar: Learning to Predict Robust Keypoints for Odometry Estimation and Metric Localisation in Radar
Dan Barnes
Ingmar Posner
136
120
0
29 Jan 2020
PulseSatellite: A tool using human-AI feedback loops for satellite image
  analysis in humanitarian contexts
PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts
Tomaz Logar
Joseph Aylett-Bullock
Edoardo Nemni
Lars Bromley
J. Quinn
M. Luengo-Oroz
42
20
0
29 Jan 2020
Accurately identifying vertebral levels in large datasets
Accurately identifying vertebral levels in large datasets
Daniel C. Elton
V. Sandfort
P. J. Pickhardt
Ronald M. Summers
28
4
0
28 Jan 2020
Reservoir computing model of two-dimensional turbulent convection
Reservoir computing model of two-dimensional turbulent convection
S. Pandey
J. Schumacher
51
43
0
28 Jan 2020
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with
  Discrete Wavelet Transform
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet Transform
Tomohiko Nakamura
Hiroshi Saruwatari
AI4TS
47
18
0
28 Jan 2020
Print Defect Mapping with Semantic Segmentation
Print Defect Mapping with Semantic Segmentation
A. C. Valente
Cristina Wada
Deangela Neves
Deangeli Neves
Fábio Perez
Guilherme A. S. Megeto
Marcos H. Cascone
Otavio Gomes
Qian Lin
UQCV
44
13
0
27 Jan 2020
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