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
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis 76 442 0 19 Feb 2018
Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network T. D. Moor A. Rodríguez-Ruiz Albert Gubern Mérida R. Mann Jonas Teuwen 48 27 0 19 Feb 2018
Satellite imagery analysis for operational damage assessment in Emergency situations A. Trekin G. Novikov Georgy Potapov V. Ignatiev Evgeny Burnaev 49 38 0 19 Feb 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger Mannudeep K. Kalra Ling Sun W. Cong Ge Wang MedIm 80 350 0 15 Feb 2018
Towards End-to-End Lane Detection: an Instance Segmentation Approach D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool 108 676 0 15 Feb 2018
Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints R. Mahjourian Martin Wicke A. Angelova MDE 114 729 0 15 Feb 2018
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images Hongwei Bran Li Gongfa Jiang Jianguo Zhang Ruixuan Wang Zhaolei Wang Weishi Zheng Bjoern Menze 85 195 0 14 Feb 2018
Molecular Structure Extraction From Documents Using Deep Learning Joshua Staker Kyle Marshall Robert Abel Carolyn McQuaw 62 75 0 14 Feb 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 66 254 0 13 Feb 2018
Deep Learning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections M. Khoshdeli B. Parvin 40 10 0 13 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 182 2,028 0 10 Feb 2018
Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction Botong Wu Zhen Zhou Jianwei Wang Yizhou Wang 64 120 0 10 Feb 2018
Tubule segmentation of fluorescence microscopy images based on convolutional neural networks with inhomogeneity correction Soonam Lee Chichen Fu P. Salama K. Dunn Edward J. Delp 31 13 0 10 Feb 2018
Deep learning in radiology: an overview of the concepts and a survey of the state of the art Maciej A. Mazurowski Mateusz Buda Ashirbani Saha Mustafa R. Bashir MedIm AI4CE 59 442 0 10 Feb 2018
Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results V. Parekh K. Macura S. Harvey I. Kamel R. Khouli D. Bluemke M. Jacobs MedIm 50 35 0 10 Feb 2018
A Two-Stage Method for Text Line Detection in Historical Documents Tobias Grüning Gundram Leifert Tobias Strauß Johannes Michael R. Labahn 64 143 0 09 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 527 13,243 0 07 Feb 2018
An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca 102 629 0 07 Feb 2018
Unsupervised Typography Transfer Hanfei Sun Yimin Luo Ziang Lu 59 2 0 07 Feb 2018
Fair comparison of skin detection approaches on publicly available datasets A. Lumini L. Nanni 81 34 0 07 Feb 2018
Scale-recurrent Network for Deep Image Deblurring Xin Tao Hongyun Gao Yi Wang Xiaoyong Shen Jue Wang Jiaya Jia SupR 98 1,104 0 06 Feb 2018
A Method for Restoring the Training Set Distribution in an Image Classifier A. Chaplygin Joshua Chacksfield 32 1 0 05 Feb 2018
ASMCNN: An Efficient Brain Extraction Using Active Shape Model and Convolutional Neural Networks D. M. Nguyen Duy M. Nguyen T. T. N. Mai Thu Nguyen Khanh T. Tran Anh Triet Nguyen B. Pham Binh T. Nguyen 78 18 0 05 Feb 2018
A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin Alican Bozkurt Kivanc Kose C. Alessi-Fox M. Gill Dana H. Brooks Jennifer G. Dy M. Rajadhyaksha 47 25 0 05 Feb 2018
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks S. Dar Mahmut Yurt Levent Karacan Aykut Erdem Erkut Erdem Tolga Çukur MedIm 107 455 0 05 Feb 2018
Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation Gleb Makarchuk V. Kondratenko Maxim Pisov A. Pimkin Egor Krivov Mikhail Belyaev 158 27 0 03 Feb 2018
A New Registration Approach for Dynamic Analysis of Calcium Signals in Organs Peixian Liang Jianxu Chen Pavel A. Brodskiy Qinfeng Wu Yejia Zhang Yizhe Zhang Ling Yang J. Zartman Danny Chen 93 6 0 01 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 84 119 0 01 Feb 2018
Densely Dilated Spatial Pooling Convolutional Network using benign loss functions for imbalanced volumetric prostate segmentation Qiuhua Liu Minghao Fu Xinqi Gong Hao Jiang MedIm 66 15 0 31 Jan 2018
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text M. Busta Yash J. Patel Jirí Matas 68 92 0 30 Jan 2018
Predicting Rapid Fire Growth (Flashover) Using Conditional Generative Adversarial Networks Kyongsik Yun Jessi Bustos Thomas Lu GAN AI4CE 36 25 0 30 Jan 2018
Deep Learning based Retinal OCT Segmentation M. Pekala Neil J. Joshi D. E. Freund N. Bressler D. DeBuc Philippe Burlina 73 170 0 29 Jan 2018
TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions M. Heinrich Maximilian Blendowski Ozan Oktay MedIm 66 41 0 29 Jan 2018
Shift-Net: Image Inpainting via Deep Feature Rearrangement Zhaoyi Yan Xiaoming Li Mu Li W. Zuo Shiguang Shan 73 451 0 29 Jan 2018
Interactive Deep Colorization With Simultaneous Global and Local Inputs Yi Xiao P. Zhou Yan Zheng HAI 98 48 0 27 Jan 2018
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Wenqiang Xu Yong-Lu Li Cewu Lu ISeg 94 2 0 26 Jan 2018
Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks Savas Ozkan Mehmet Efendioglu C. Demirpolat 23 25 0 26 Jan 2018
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 54 380 0 25 Jan 2018
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans Zhihui Guo Ling Zhang Le Lu M. Bagheri Ronald M. Summers Milan Sonka Jianhua Yao 76 49 0 25 Jan 2018
Deep Learning for End-to-End Automatic Target Recognition from Synthetic Aperture Radar Imagery Hidetoshi Furukawa 76 35 0 25 Jan 2018
Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation Ling Zhang Vissagan Gopalakrishnan Le Lu Ronald M. Summers J. Moss Jianhua Yao MedIm 83 39 0 25 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wen Liu Alan Yuille 96 254 0 25 Jan 2018
$PointCNN: Convolution On $\mathcal{X}$-Transformed Points$ PointCNN: Convolution On $\mathcal{X}$ -Transformed Points Yangyan Li Rui Bu Mingchao Sun Wei Wu Xinhan Di Baoquan Chen 3DPC 260 2,461 0 23 Jan 2018
High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks Zeyuan Chen Shaoliang Nie Tianfu Wu Christopher Healey CVBM 65 31 0 23 Jan 2018
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation Chichen Fu Soonam Lee D. J. Ho Shuo Han P. Salama K. Dunn Edward J. Delp 3DV MedIm 63 64 0 22 Jan 2018
Staff line Removal using Generative Adversarial Networks Aishik Konwer A. Bhunia A. Bhowmick A. Bhunia Prithaj Banerjee P. Roy Umapada Pal GAN 84 19 0 22 Jan 2018
MRI Cross-Modality NeuroImage-to-NeuroImage Translation Qianye Yang Nannan Li Zixu Zhao Xingyu Fan E. Chang Yan Xu MedIm 55 28 0 22 Jan 2018
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification Yinhao Zhu N. Zabaras UQCV BDL 115 649 0 21 Jan 2018
PU-Net: Point Cloud Upsampling Network Lequan Yu Xianzhi Li Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 80 581 0 21 Jan 2018
Denoising Prior Driven Deep Neural Network for Image Restoration W. Dong Peiyao Wang W. Yin Guangming Shi Fangfang Wu Xiaotong Lu SupR 90 425 0 21 Jan 2018