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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 / 13,185 papers shown
Title
Anytime Stereo Image Depth Estimation on Mobile Devices
Anytime Stereo Image Depth Estimation on Mobile Devices
Yan Wang
Zihang Lai
Gao Huang
Brian H. Wang
Laurens van der Maaten
M. Campbell
Kilian Q. Weinberger
96
191
0
26 Oct 2018
Building Footprint Generation Using Improved Generative Adversarial
  Networks
Building Footprint Generation Using Improved Generative Adversarial Networks
Yilei Shi
Qingyu Li
Xiaoxiang Zhu
GAN
72
49
0
26 Oct 2018
Improving Document Binarization via Adversarial Noise-Texture
  Augmentation
Improving Document Binarization via Adversarial Noise-Texture Augmentation
A. Bhunia
A. Bhunia
Aneeshan Sain
P. Roy
51
29
0
25 Oct 2018
Adversarial Semantic Scene Completion from a Single Depth Image
Adversarial Semantic Scene Completion from a Single Depth Image
Yida Wang
D. Tan
Nassir Navab
Federico Tombari
3DPC
69
32
0
25 Oct 2018
GAN Augmentation: Augmenting Training Data using Generative Adversarial
  Networks
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks
Christopher Bowles
Liang Chen
Ricardo Guerrero
P. Bentley
R. Gunn
A. Hammers
D. A. Dickie
M. V. Valdés Hernández
Joanna M. Wardlaw
Daniel Rueckert
GANMedIm
90
429
0
25 Oct 2018
Training of a Skull-Stripping Neural Network with efficient data
  augmentation
Training of a Skull-Stripping Neural Network with efficient data augmentation
Gabriele Valvano
N. Martini
Andrea Leo
Gianmarco Santini
D. Latta
E. Ricciardi
D. Chiappino
10
3
0
25 Oct 2018
An Adversarial Learning Approach to Medical Image Synthesis for Lesion
  Detection
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection
Liyan Sun
Jiexiang Wang
Yue Huang
Xinghao Ding
H. Greenspan
John Paisley
GANMedIm
67
109
0
25 Oct 2018
Sports Camera Calibration via Synthetic Data
Sports Camera Calibration via Synthetic Data
Jianhui Chen
James J. Little
88
74
0
25 Oct 2018
UAVid: A Semantic Segmentation Dataset for UAV Imagery
UAVid: A Semantic Segmentation Dataset for UAV Imagery
Ye Lyu
G. Vosselman
Guisong Xia
Alper Yilmaz
M. Yang
AI4TSVLM
91
12
0
24 Oct 2018
Generative adversarial networks and adversarial methods in biomedical
  image analysis
Generative adversarial networks and adversarial methods in biomedical image analysis
J. Wolterink
Konstantinos Kamnitsas
C. Ledig
Ivana Išgum
MedImGAN
77
21
0
24 Oct 2018
Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT
Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT
M. Ezhov
A. Zakirov
Maxim Gusarev
47
26
0
24 Oct 2018
AUNet: Attention-guided dense-upsampling networks for breast mass
  segmentation in whole mammograms
AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms
Hui Sun
Cheng Li
Boqiang Liu
Hairong Zheng
David Dagan Feng
Shanshan Wang
75
120
0
24 Oct 2018
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic
  Resonance Imaging
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging
G. Snaauw
Dong Gong
Gabriel Maicas
Anton Van Den Hengel
W. Niessen
Johan Verjans
G. Carneiro
40
24
0
23 Oct 2018
Efficiently measuring a quantum device using machine learning
Efficiently measuring a quantum device using machine learning
D. Lennon
H. Moon
L. Camenzind
Liuqi Yu
D. Zumbuhl
G. Briggs
Michael A. Osborne
E. Laird
N. Ares
42
69
0
23 Oct 2018
DeepLSR: a deep learning approach for laser speckle reduction
DeepLSR: a deep learning approach for laser speckle reduction
Taylor L. Bobrow
Faisal Mahmood
Miguel Inserni
Nicholas J. Durr
MedIm
87
28
0
23 Oct 2018
Domain Adaptive Segmentation in Volume Electron Microscopy Imaging
Domain Adaptive Segmentation in Volume Electron Microscopy Imaging
J. Roels
Julian Hennies
Yvan Saeys
Wilfried Philips
Anna Kreshuk
74
42
0
23 Oct 2018
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network
Valentin Deschaintre
M. Aittala
F. Durand
G. Drettakis
Adrien Bousseau
3DH
74
267
0
23 Oct 2018
SwitchNet: a neural network model for forward and inverse scattering
  problems
SwitchNet: a neural network model for forward and inverse scattering problems
Y. Khoo
Lexing Ying
199
135
0
23 Oct 2018
A Comparative Study of Fruit Detection and Counting Methods for Yield
  Mapping in Apple Orchards
A Comparative Study of Fruit Detection and Counting Methods for Yield Mapping in Apple Orchards
Nicolai Häni
Pravakar Roy
Volkan Isler
50
147
0
22 Oct 2018
Hierarchical multi-class segmentation of glioma images using networks
  with multi-level activation function
Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function
Xiaobin Hu
Hongwei Bran Li
Yu Zhao
Chao Dong
Bjoern Menze
Marie Piraud
63
19
0
22 Oct 2018
Single Image Haze Removal using a Generative Adversarial Network
Single Image Haze Removal using a Generative Adversarial Network
N. BharathRaj
N. Venkateswaran
GAN
65
40
0
22 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
Xiaolin Zhang
Yunchao Wei
Yi Yang
Thomas Huang
VLM
71
466
0
22 Oct 2018
Digital holographic particle volume reconstruction using a deep neural
  network
Digital holographic particle volume reconstruction using a deep neural network
Tomoyoshi Shimobaba
Takayuki Takahashi
Yota Yamamoto
Yutaka Endo
Atsushi Shiraki
Takashi Nishitsuji
Naoto Hoshikawa
Takashi Kakue
T. Ito
20
41
0
21 Oct 2018
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural
  Network for Video Interpolation and Enhancement
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement
Wenbo Bao
Wei-Sheng Lai
Xiaoyun Zhang
Zhiyong Gao
Ming-Hsuan Yang
100
323
0
20 Oct 2018
BCR-Net: a neural network based on the nonstandard wavelet form
BCR-Net: a neural network based on the nonstandard wavelet form
Yuwei Fan
Cindy Orozco Bohorquez
Lexing Ying
71
47
0
20 Oct 2018
MsCGAN: Multi-scale Conditional Generative Adversarial Networks for
  Person Image Generation
MsCGAN: Multi-scale Conditional Generative Adversarial Networks for Person Image Generation
Wei Tang
Teng Li
Fudong Nian
Ming Wang
GAN
35
10
0
19 Oct 2018
Fully Convolutional Siamese Networks for Change Detection
Fully Convolutional Siamese Networks for Change Detection
Rodrigo Caye Daudt
Bertrand Le Saux
Alexandre Boulch
99
1,131
0
19 Oct 2018
Multitask Learning for Large-scale Semantic Change Detection
Multitask Learning for Large-scale Semantic Change Detection
Rodrigo Caye Daudt
Bertrand Le Saux
Alexandre Boulch
Y. Gousseau
115
19
0
19 Oct 2018
Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of
  Airfoil Flows
Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows
Nils Thuerey
Konstantin Weissenow
L. Prantl
Xiangyu Y. Hu
AI4CE
86
389
0
18 Oct 2018
Probably Unknown: Deep Inverse Sensor Modelling In Radar
Probably Unknown: Deep Inverse Sensor Modelling In Radar
Rob Weston
Sarah H. Cen
Paul Newman
Ingmar Posner
77
77
0
18 Oct 2018
LeukoNet: DCT-based CNN architecture for the classification of normal
  versus Leukemic blasts in B-ALL Cancer
LeukoNet: DCT-based CNN architecture for the classification of normal versus Leukemic blasts in B-ALL Cancer
Simmi Mourya
Sonaal Kant
Pulkit Kumar
Anubha Gupta
Ritu Gupta
MedIm
59
29
0
18 Oct 2018
Decoupling Semantic Context and Color Correlation with multi-class cross
  branch regularization
Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization
Vishal Keshav
L. TejpratapG.V.S.
40
3
0
18 Oct 2018
A Novel Focal Tversky loss function with improved Attention U-Net for
  lesion segmentation
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation
Nabila Abraham
N. Khan
SSegMedIm
82
708
0
18 Oct 2018
LadderNet: Multi-path networks based on U-Net for medical image
  segmentation
LadderNet: Multi-path networks based on U-Net for medical image segmentation
Juntang Zhuang
SSegMedIm
72
231
0
17 Oct 2018
Memorization in Overparameterized Autoencoders
Memorization in Overparameterized Autoencoders
Adityanarayanan Radhakrishnan
Karren Yang
M. Belkin
Caroline Uhler
BDLTDI
47
10
0
16 Oct 2018
Salient Object Detection in Video using Deep Non-Local Neural Networks
Salient Object Detection in Video using Deep Non-Local Neural Networks
Mohammad Shokri
Ahad Harati
Kimya Taba
37
32
0
16 Oct 2018
A Multi-stage Framework with Context Information Fusion Structure for
  Skin Lesion Segmentation
A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation
Yujiao Tang
Feng Yang
Shaofeng Yuan
C. Zhan
67
42
0
16 Oct 2018
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in
  Multiple Image Modalities
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities
Jose Dolz
Ismail Ben Ayed
Christian Desrosiers
82
100
0
16 Oct 2018
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation
Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation
Song Li
Geoffrey Tso
SSeg
37
17
0
16 Oct 2018
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in
  3D Confocal Microscopy Images
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images
Dennis Eschweiler
T. V. Spina
Rohan Choudhury
E. Meyerowitz
Alexandre Cunha
Johannes Stegmaier
59
50
0
16 Oct 2018
Learning to Segment Corneal Tissue Interfaces in OCT Images
Learning to Segment Corneal Tissue Interfaces in OCT Images
T. Mathai
K. Lathrop
J. Galeotti
72
20
0
15 Oct 2018
Deep learning-based super-resolution in coherent imaging systems
Deep learning-based super-resolution in coherent imaging systems
Tairan Liu
Kevin de Haan
Y. Rivenson
Zhensong Wei
Xin Zeng
Yibo Zhang
Aydogan Ozcan
SupR
70
127
0
15 Oct 2018
Fine-Grained Classification of Cervical Cells Using Morphological and
  Appearance Based Convolutional Neural Networks
Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks
Haoming Lin
Yuyang Hu
Siping Chen
Jianhua Yao
Ling Zhang
52
90
0
14 Oct 2018
Exploiting Semantics in Adversarial Training for Image-Level Domain
  Adaptation
Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation
Pierluigi Zama Ramirez
A. Tonioni
Luigi Di Stefano
GAN
84
27
0
13 Oct 2018
Cloud Detection Algorithm for Remote Sensing Images Using Fully
  Convolutional Neural Networks
Cloud Detection Algorithm for Remote Sensing Images Using Fully Convolutional Neural Networks
S. Mohajerani
Thomas A. Krammer
Parvaneh Saeedi
72
95
0
13 Oct 2018
Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission
  Electron Microscopy Data
Cryo-CARE: Content-Aware Image Restoration for Cryo-Transmission Electron Microscopy Data
T. Buchholz
Mareike A. Jordan
G. Pigino
Florian Jug
70
130
0
12 Oct 2018
A Gentle Introduction to Deep Learning in Medical Image Processing
A Gentle Introduction to Deep Learning in Medical Image Processing
Andreas Maier
Christopher Syben
Tobias Lasser
Christian Riess
PINN
74
433
0
12 Oct 2018
The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories
  on German Highways for Validation of Highly Automated Driving Systems
The highD Dataset: A Drone Dataset of Naturalistic Vehicle Trajectories on German Highways for Validation of Highly Automated Driving Systems
R. Krajewski
Julian Bock
Laurent Kloeker
L. Eckstein
138
1,009
0
11 Oct 2018
Characterizing Adversarial Examples Based on Spatial Consistency
  Information for Semantic Segmentation
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation
Chaowei Xiao
Ruizhi Deng
Yue Liu
Feng Yu
M. Liu
Basel Alomair
AAML
59
99
0
11 Oct 2018
Listening for Sirens: Locating and Classifying Acoustic Alarms in City
  Scenes
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes
Letizia Marchegiani
Paul Newman
64
38
0
11 Oct 2018
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