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
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 Yilei Shi Qingyu Li Xiaoxiang Zhu GAN 72 49 0 26 Oct 2018
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 Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 69 32 0 25 Oct 2018
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 GAN MedIm 90 429 0 25 Oct 2018
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 Liyan Sun Jiexiang Wang Yue Huang Xinghao Ding H. Greenspan John Paisley GAN MedIm 67 109 0 25 Oct 2018
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 Ye Lyu G. Vosselman Guisong Xia Alper Yilmaz M. Yang AI4TS VLM 91 12 0 24 Oct 2018
Generative adversarial networks and adversarial methods in biomedical image analysis J. Wolterink Konstantinos Kamnitsas C. Ledig Ivana Išgum MedIm GAN 77 21 0 24 Oct 2018
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 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 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 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 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 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 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 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 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 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 N. BharathRaj N. Venkateswaran GAN 65 40 0 22 Oct 2018
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 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 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 Yuwei Fan Cindy Orozco Bohorquez Lexing Ying 71 47 0 20 Oct 2018
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 Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch 99 1,131 0 19 Oct 2018
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 Nils Thuerey Konstantin Weissenow L. Prantl Xiangyu Y. Hu AI4CE 86 389 0 18 Oct 2018
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 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 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 Nabila Abraham N. Khan SSeg MedIm 82 708 0 18 Oct 2018
LadderNet: Multi-path networks based on U-Net for medical image segmentation Juntang Zhuang SSeg MedIm 72 231 0 17 Oct 2018
Memorization in Overparameterized Autoencoders Adityanarayanan Radhakrishnan Karren Yang M. Belkin Caroline Uhler BDL TDI 47 10 0 16 Oct 2018
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 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 Jose Dolz Ismail Ben Ayed Christian Desrosiers 82 100 0 16 Oct 2018
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 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 T. Mathai K. Lathrop J. Galeotti 72 20 0 15 Oct 2018
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 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 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 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 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 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 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 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 Letizia Marchegiani Paul Newman 64 38 0 11 Oct 2018