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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 / 13,207 papers shown
Title
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and
  Dehazing
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing
Nan Wang
Yabin Zhou
F. Han
H. Zhu
Yaojing Zheng
GAN
83
98
0
21 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation
  on 2D images
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images
Irem Ülkü
Erdem Akagündüz
SSeg
145
193
0
21 Dec 2019
Automated Segmentation of Optical Coherence Tomography Angiography
  Images: Benchmark Data and Clinically Relevant Metrics
Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics
Ylenia Giarratano
Eleonora Bianchi
C. Gray
A. Morris
Tom J. MacGillivray
B. Dhillon
Miguel O. Bernabeu
33
3
0
20 Dec 2019
Transfer Learning with Edge Attention for Prostate MRI Segmentation
Transfer Learning with Edge Attention for Prostate MRI Segmentation
Xiangxiang Qin
MedIm
44
16
0
20 Dec 2019
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image
  Segmentation
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
Qihang Yu
Dong Yang
H. Roth
Yutong Bai
Yixiao Zhang
Alan Yuille
Daguang Xu
110
109
0
20 Dec 2019
High Resolution Millimeter Wave Imaging For Self-Driving Cars
High Resolution Millimeter Wave Imaging For Self-Driving Cars
Junfeng Guan
Sohrab Madani
Suraj Jog
Haitham Hassanieh
45
9
0
19 Dec 2019
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for
  Medical Image Segmentation
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation
Minh H. Vu
G. Grimbergen
T. Nyholm
Tommy Löfstedt
SSeg
69
32
0
19 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of
  Latent Learning for Classification of Auxiliary Tasks
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks
B. Chatterjee
Charalambos (Charis) Poullis
SSeg
33
17
0
19 Dec 2019
SCAttNet: Semantic Segmentation Network with Spatial and Channel
  Attention Mechanism for High-Resolution Remote Sensing Images
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images
Haifeng Li
Kaijian Qiu
Li Chen
X. Mei
L. Hong
Chao Tao
122
192
0
19 Dec 2019
Scale-wise Convolution for Image Restoration
Scale-wise Convolution for Image Restoration
Yuchen Fan
Jiahui Yu
Ding Liu
Thomas S. Huang
63
39
0
19 Dec 2019
TextTubes for Detecting Curved Text in the Wild
TextTubes for Detecting Curved Text in the Wild
Joël Seytre
Jon Wu
Alessandro Achille
29
4
0
19 Dec 2019
SynSin: End-to-end View Synthesis from a Single Image
SynSin: End-to-end View Synthesis from a Single Image
Olivia Wiles
Georgia Gkioxari
Richard Szeliski
Justin Johnson
3DV
135
474
0
18 Dec 2019
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis
  Segmentation
MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation
Darvin Yi
E. Grøvik
Michael Iv
E. Tong
K. Emblem
...
A. Latysheva
K. Jacobsen
Å. Helland
Greg Zaharchuk
D. Rubin
OOD
26
12
0
18 Dec 2019
Ambient Lighting Generation for Flash Images with Guided Conditional
  Adversarial Networks
Ambient Lighting Generation for Flash Images with Guided Conditional Adversarial Networks
J. Chavez
R. Mora
Edward J. Y. Cayllahua Cahuina
32
1
0
18 Dec 2019
$Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks
  for Fast Parallel MR Image Reconstruction
ΣΣΣ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction
Kerstin Hammernik
Jo Schlemper
C. Qin
Jinming Duan
Ronald M. Summers
Daniel Rueckert
73
24
0
18 Dec 2019
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data
Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data
Jeya Maria Jose Valanarasu
R. Yasarla
Puyang Wang
Ilker Hacihaliloglu
Vishal M. Patel
69
30
0
18 Dec 2019
Learning Regional Attraction for Line Segment Detection
Learning Regional Attraction for Line Segment Detection
Nan Xue
S. Bai
Fudong Wang
Guisong Xia
Tianfu Wu
Liangpei Zhang
Philip Torr
74
32
0
18 Dec 2019
Facial Synthesis from Visual Attributes via Sketch using Multi-Scale
  Generators
Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators
Xing Di
Vishal M. Patel
GANCVBM
113
15
0
17 Dec 2019
PointRend: Image Segmentation as Rendering
PointRend: Image Segmentation as Rendering
Alexander Kirillov
Yuxin Wu
Kaiming He
Ross B. Girshick
ISeg
183
904
0
17 Dec 2019
AeroRIT: A New Scene for Hyperspectral Image Analysis
AeroRIT: A New Scene for Hyperspectral Image Analysis
Aneesh Rangnekar
Nilay Mokashi
Emmett Ientilucci
Christopher Kanan
Matthew J. Hoffman
SSeg
80
37
0
17 Dec 2019
Towards personalized diagnosis of Glioblastoma in Fluid-attenuated
  inversion recovery (FLAIR) by topological interpretable machine learning
Towards personalized diagnosis of Glioblastoma in Fluid-attenuated inversion recovery (FLAIR) by topological interpretable machine learning
M. Rucco
L. Falsetti
G. Viticchi
18
21
0
17 Dec 2019
CAG: A Real-time Low-cost Enhanced-robustness High-transferability
  Content-aware Adversarial Attack Generator
CAG: A Real-time Low-cost Enhanced-robustness High-transferability Content-aware Adversarial Attack Generator
Huy Phan
Yi Xie
Siyu Liao
Jie Chen
Bo Yuan
AAML
73
20
0
16 Dec 2019
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural
  Networks
Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks
Makena Low
Priyanka Raina
49
22
0
16 Dec 2019
RoboCup 2019 AdultSize Winner NimbRo: Deep Learning Perception, In-Walk
  Kick, Push Recovery, and Team Play Capabilities
RoboCup 2019 AdultSize Winner NimbRo: Deep Learning Perception, In-Walk Kick, Push Recovery, and Team Play Capabilities
Diego Rodriguez
Hafez Farazi
Grzegorz Ficht
D. Pavlichenko
André Brandenburger
M. Hosseini
O. Kosenko
M. Schreiber
M. Missura
Sven Behnke
32
14
0
16 Dec 2019
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict
  Pneumothorax
Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax
Karan Jakhar
Rohit Bajaj
Ruchika Gupta
SSeg
28
14
0
16 Dec 2019
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded
  Convolutional Neural Networks
Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks
Mohammed S. Majdi
M. Keerthivasan
B. Rutt
N. Zahr
Jeffrey J. Rodríguez
M. Saranathan
39
0
0
16 Dec 2019
BatVision: Learning to See 3D Spatial Layout with Two Ears
BatVision: Learning to See 3D Spatial Layout with Two Ears
J. H. Christensen
Sascha Hornauer
Stella X. Yu
74
57
0
15 Dec 2019
A Shape Transformation-based Dataset Augmentation Framework for
  Pedestrian Detection
A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection
Zhe Chen
Wanli Ouyang
Tongliang Liu
Dacheng Tao
ViT
81
23
0
15 Dec 2019
Hierarchical Deep Stereo Matching on High-resolution Images
Hierarchical Deep Stereo Matching on High-resolution Images
Gengshan Yang
Joshua M. Manela
Michael Happold
Deva Ramanan
3DV
111
262
0
13 Dec 2019
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation
Taha Emara
H. A. E. Munim
Hazem M. Abbas
SSeg
112
69
0
13 Dec 2019
Learning to Observe: Approximating Human Perceptual Thresholds for
  Detection of Suprathreshold Image Transformations
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations
Alan Dolhasz
Carlo Harvey
Ian Williams
AAML
38
4
0
13 Dec 2019
Down to the Last Detail: Virtual Try-on with Detail Carving
Jiahang Wang
Wei Zhang
Weizhong Liu
Tao Mei
3DH
62
12
0
13 Dec 2019
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices
LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices
R. Rosu
Peer Schütt
Jan Quenzel
Sven Behnke
3DPC3DV
96
93
0
12 Dec 2019
Local Context Normalization: Revisiting Local Normalization
Local Context Normalization: Revisiting Local Normalization
Anthony Ortiz
Caleb Robinson
Dan Morris
O. Fuentes
Christopher Kiekintveld
Mahmudulla Hassan
Nebojsa Jojic
44
26
0
12 Dec 2019
Zooming into Face Forensics: A Pixel-level Analysis
Zooming into Face Forensics: A Pixel-level Analysis
Jia Li
T. Shen
Wei Zhang
Hui Ren
Dan Zeng
Tao Mei
CVBM
65
17
0
12 Dec 2019
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in
  Vessel Networks
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks
Liangzhi Li
Manisha Verma
Yuta Nakashima
Hajime Nagahara
R. Kawasaki
65
241
0
12 Dec 2019
Machine Learning for Precipitation Nowcasting from Radar Images
Machine Learning for Precipitation Nowcasting from Radar Images
Shreya Agrawal
Luke Barrington
Carla Bromberg
J. Burge
Cenk Gazen
Jason Hickey
AI4Cl
79
227
0
11 Dec 2019
$Σ$-net: Ensembled Iterative Deep Neural Networks for Accelerated
  Parallel MR Image Reconstruction
ΣΣΣ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction
Jo Schlemper
C. Qin
Jinming Duan
Ronald M. Summers
Kerstin Hammernik
69
12
0
11 Dec 2019
Photosequencing of Motion Blur using Short and Long Exposures
Photosequencing of Motion Blur using Short and Long Exposures
Vijay Rengarajan
Shuo Zhao
Ruiwen Zhen
J. Glotzbach
H. Sheikh
Aswin C. Sankaranarayanan
56
11
0
11 Dec 2019
U-Net with spatial pyramid pooling for drusen segmentation in optical
  coherence tomography
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography
Rhona Asgari
S. Waldstein
F. Schlanitz
M. Baratsits
U. Schmidt-Erfurth
Hrvoje Bogunović
62
18
0
11 Dec 2019
Multimodal Self-Supervised Learning for Medical Image Analysis
Multimodal Self-Supervised Learning for Medical Image Analysis
Aiham Taleb
C. Lippert
T. Klein
Moin Nabi
SSL
91
98
0
11 Dec 2019
Deep motion estimation for parallel inter-frame prediction in video
  compression
Deep motion estimation for parallel inter-frame prediction in video compression
A. Nortje
H. Engelbrecht
Herman Kamper
38
1
0
11 Dec 2019
Memory-efficient Learning for Large-scale Computational Imaging --
  NeurIPS deep inverse workshop
Memory-efficient Learning for Large-scale Computational Imaging -- NeurIPS deep inverse workshop
Michael R. Kellman
Jonathan I. Tamir
E. Bostan
Michael Lustig
Laura Waller
SupR
96
58
0
11 Dec 2019
BioNet: Infusing Biomarker Prior into Global-to-Local Network for
  Choroid Segmentation in Optical Coherence Tomography Images
BioNet: Infusing Biomarker Prior into Global-to-Local Network for Choroid Segmentation in Optical Coherence Tomography Images
Huihong Zhang
Jianlong Yang
Kang Zhou
Zhenjie Chai
Jun Cheng
Shenghua Gao
Jiang-Dong Liu
28
0
0
11 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in
  Image Segmentation
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
Zongwei Zhou
M. R. Siddiquee
Nima Tajbakhsh
Jianming Liang
SSeg
135
2,674
0
11 Dec 2019
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning
  Semantic Segmentation Models
Wide-Area Land Cover Mapping with Sentinel-1 Imagery using Deep Learning Semantic Segmentation Models
S. Šćepanović
O. Antropov
Pekka Laurila
Y. Rauste
V. Ignatenko
J. Praks
SSeg
53
42
0
11 Dec 2019
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained
  Lesion Synthesis on Diabetic Retinopathy Images
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images
Yi Zhou
Boyang Wang
Xiaodong He
Shanshan Cui
Ling Shao
GANMedIm
56
93
0
10 Dec 2019
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical
  Instruments
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments
Mert Kayhan
Okan Kopuklu
Mhd Hasan Sarhan
Mehmet Yigitsoy
Abouzar Eslami
Gerhard Rigoll
59
4
0
10 Dec 2019
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from
  High-Resolution SAR Data
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data
Xiaying Wang
Lukas Cavigelli
M. Eggimann
Michele Magno
Luca Benini
75
21
0
10 Dec 2019
Basis Prediction Networks for Effective Burst Denoising with Large
  Kernels
Basis Prediction Networks for Effective Burst Denoising with Large Kernels
Zhihao Xia
Federico Perazzi
Michael Gharbi
Kalyan Sunkavalli
Ayan Chakrabarti
AI4TS
74
69
0
09 Dec 2019
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