U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

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Title
Unprocessing Images for Learned Raw Denoising Tim Brooks B. Mildenhall Tianfan Xue Jiawen Chen Dillon Sharlet Jonathan T. Barron 30 434 0 27 Nov 2018
Dense xUnit Networks I. Kligvasser T. Michaeli 21 3 0 27 Nov 2018
Noise2Void - Learning Denoising from Single Noisy Images Alexander Krull T. Buchholz Florian Jug 26 1,088 0 27 Nov 2018
GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation Christopher Bowles R. Gunn A. Hammers Daniel Rueckert GAN MedIm 21 21 0 26 Nov 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 17 1,608 0 25 Nov 2018
Background Subtraction with Real-time Semantic Segmentation Dongdong Zeng Xiang Chen Ming Zhu Michael Goesele Arjan Kuijper VOS 44 44 0 25 Nov 2018
Structured Pruning of Neural Networks with Budget-Aware Regularization Carl Lemaire Andrew Achkar Pierre-Marc Jodoin 27 92 0 23 Nov 2018
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration Dongyang Kuang T. Schmah MedIm 22 94 0 22 Nov 2018
MGANet: A Robust Model for Quality Enhancement of Compressed Video Xiandong Meng Xuan Deng Shuyuan Zhu Shuaicheng Liu Chuan Wang Chen Chen B. Zeng GAN 19 19 0 22 Nov 2018
IEGAN: Multi-purpose Perceptual Quality Image Enhancement Using Generative Adversarial Network A. Bhunia P. Kishore Pranay Mukherjee P. Roy GAN 27 18 0 22 Nov 2018
Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective Zhong-Qiu Wang Ke Tan DeLiang Wang 50 95 0 22 Nov 2018
Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays Sejin Park Woochan Hwang Kyu-Hwan Jung SSL 17 1 0 21 Nov 2018
Neural Networks with Activation Networks Jinhyeok Jang Jaehong Kim Jaeyeon Lee Seungjoon Yang 18 2 0 21 Nov 2018
CNN based dense underwater 3D scene reconstruction by transfer learning using bubble database Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 19 7 0 21 Nov 2018
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations Tianlu Wang Jieyu Zhao Mark Yatskar Kai-Wei Chang Vicente Ordonez FaML 31 17 0 20 Nov 2018
Double Refinement Network for Efficient Indoor Monocular Depth Estimation N. Durasov Mikhail Romanov Valeriya Bubnova P. Bogomolov Anton Konushin MDE 3DV 30 10 0 20 Nov 2018
Pyramid Embedded Generative Adversarial Network for Automated Font Generation Donghui Sun Qing Zhang Jun Yang GAN 27 28 0 20 Nov 2018
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery Mo Deng Shuai Li George Barbastathis SupR 27 18 0 19 Nov 2018
M2U-Net: Effective and Efficient Retinal Vessel Segmentation for Resource-Constrained Environments Tim Laibacher Tillman Weyde Sepehr Jalali 15 35 0 19 Nov 2018
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet Jose Dolz Christian Desrosiers Ismail Ben Ayed 28 111 0 19 Nov 2018
SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint Pavel Ostyakov Roman Suvorov Elizaveta Logacheva Oleg Khomenko Sergey I. Nikolenko GAN 19 23 0 19 Nov 2018
RePr: Improved Training of Convolutional Filters Aaditya (Adi) Prakash J. Storer D. Florêncio Cha Zhang VLM CVBM 35 57 0 18 Nov 2018
SCRDet: Towards More Robust Detection for Small, Cluttered and Rotated Objects Xue Yang Jirui Yang Kun Fu Yue Zhang Tengfei Zhang Zhi Guo Ming Yan Kun Fu ObjD 24 44 0 17 Nov 2018
Learning to Predict the Cosmological Structure Formation Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 20 168 0 15 Nov 2018
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector Chen Du Chunheng Wang Yanna Wang Cunzhao Shi Baihua Xiao 22 42 0 15 Nov 2018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling C. Perone P. Ballester Rodrigo C. Barros Julien Cohen-Adad OOD 33 207 0 14 Nov 2018
Interpreting Models by Allowing to Ask Sungmin Kang D. Park Jaehyuk Chang Jaegul Choo 15 0 0 13 Nov 2018
LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering Ricardo Martín Brualla Rohit Pandey Shuoran Yang Pavel Pidlypenskyi Jonathan Taylor ... Dan B. Goldman Cem Keskin S. M. Seitz Shahram Izadi S. Fanello 3DH 25 60 0 12 Nov 2018
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks Shi Yin Qinmu Peng Hongming Li Zhengqiang Zhang Xinge You S. Furth Gregory E. Tasian Yong-Xian Fan 19 93 0 12 Nov 2018
Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography T. Bubba Gitta Kutyniok Matti Lassas M. März Wojciech Samek S. Siltanen Vignesh Srinivasan 24 136 0 12 Nov 2018
A Progressively-trained Scale-invariant and Boundary-aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions Bo Zhou Randolph Crawford B. Dogdas G. Goldmacher Antong Chen 21 13 0 11 Nov 2018
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network Bryan Wang Yi-Hsuan Yang 22 38 0 11 Nov 2018
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net Hongwei Bran Li A. Zhygallo Bjoern H. Menze SSeg 14 20 0 10 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era Shangbang Long Xin He Cong Yao VLM 44 389 0 10 Nov 2018
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery Geesara Prathap Ilya M. Afanasyev 11 50 0 10 Nov 2018
Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction Valts Blukis Dipendra Kumar Misra Ross A. Knepper Yoav Artzi 19 81 0 10 Nov 2018
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 37 46 0 09 Nov 2018
Validating Hyperspectral Image Segmentation J. Nalepa Michal Myller M. Kawulok 13 78 0 08 Nov 2018
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? Deepak Mishra Atul Padole AP Prathosh Aravind Jayendran R. Khera Varun Srivastava S. Chaudhury Ge Wang OOD 3DV 36 322 0 08 Nov 2018
An End-to-end Approach to Semantic Segmentation with 3D CNN and Posterior-CRF in Medical Images Shuai Chen Marleen de Bruijne MedIm 20 11 0 08 Nov 2018
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 30 84 0 08 Nov 2018
ColorUNet: A convolutional classification approach to colorization Zhihui Zhu Matthieu de Rochemonteix Marc Thibault 11 6 0 07 Nov 2018
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation S. Aslani Michael Dayan Stéphane Doncieux Massimo Filippi Vittorio Murino Maria A Rocca Diego Sona 6 139 0 07 Nov 2018
PaDNet: Pan-Density Crowd Counting Yukun Tian Yiming Lei Junping Zhang Ming Wang 25 102 0 07 Nov 2018
Deep Neural Networks for ECG-free Cardiac Phase and End-Diastolic Frame Detection on Coronary Angiographies Costin Ciusdel Phi Vu Tran Andrei Puiu Lucian Itu Lucian Calmac ... Martin Berger Thomas Redel Tiziano Passerini Mehmet Gulsun Puneet Sharma MedIm 8 18 0 07 Nov 2018
Component-based Attention for Large-scale Trademark Retrieval Seyyedeh Atefeh Musavi Simon Denman Sabesan Sivapalan M. Hashemi Clinton Fookes Sandra Mau 13 22 0 07 Nov 2018
Deep feature transfer between localization and segmentation tasks Szu-Yeu Hu Andrew Beers Ken Chang K. Höbel J. Peter Campbell ... T. Sandholm Jennifer Dy Michael F. Chiang Jayashree Kalpathy-Cramer James M. Brown SSeg MedIm 6 5 0 06 Nov 2018
Confidence Propagation through CNNs for Guided Sparse Depth Regression Yi Shi M. Felsberg Jason H. Li 3DV 24 188 0 05 Nov 2018
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss S. M. Abulnaga Jonathan Rubin 29 50 0 02 Nov 2018
Multi-Task Learning for Left Atrial Segmentation on GE-MRI Chia-Ju Chen Wenjia Bai Daniel Rueckert 9 52 0 31 Oct 2018