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
Adversarial Examples to Fool Iris Recognition Systems Sobhan Soleymani Ali Dabouei J. Dawson Nasser M. Nasrabadi GAN AAML 16 16 0 21 Jun 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 23 175 0 20 Jun 2019
Neural Point-Based Graphics Kara-Ali Aliev Artem Sevastopolsky Maria Kolos Dmitry Ulyanov Victor Lempitsky 3DH 3DPC 27 424 0 19 Jun 2019
Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography Rhona Asgari J. Orlando S. Waldstein F. Schlanitz M. Baratsits U. Schmidt-Erfurth Hrvoje Bogunović MedIm 31 22 0 18 Jun 2019
Neural Illumination: Lighting Prediction for Indoor Environments Shuran Song Thomas Funkhouser 3DV 40 111 0 18 Jun 2019
DeepView: View Synthesis with Learned Gradient Descent John Flynn M. Broxton P. Debevec Matthew DuVall Graham Fyffe Ryan S. Overbeck Noah Snavely Richard Tucker 12 446 0 18 Jun 2019
Machine-Assisted Map Editing Favyen Bastani Songtao He Sofiane Abbar Mohammad Alizadeh H. Balakrishnan S. Chawla Samuel Madden 11 20 0 17 Jun 2019
DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans Ayush Dewan Wolfram Burgard 3DV 3DPC 24 28 0 17 Jun 2019
EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse Y. Yoo Dongyoon Han Sangdoo Yun CVBM 19 43 0 15 Jun 2019
Realistic Speech-Driven Facial Animation with GANs Konstantinos Vougioukas Stavros Petridis M. Pantic 39 289 0 14 Jun 2019
Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification Christoph Haarburger Michael Baumgartner Daniel Truhn Mirjam Broeckmann Hannah Schneider S. Schrading Christiane Kuhl Dorit Merhof 27 32 0 14 Jun 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 61 2,367 0 13 Jun 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank Wood 28 4 0 13 Jun 2019
GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images Mason T. Chen Faisal Mahmood Jordan A. Sweer Nicholas J. Durr 26 32 0 12 Jun 2019
HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds Xiuye Gu Yijie Wang Chongruo Wu Yong Jae Lee Panqu Wang 3DPC 24 206 0 12 Jun 2019
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining R. Yasarla Vishal M. Patel 16 265 0 12 Jun 2019
VolMap: A Real-time Model for Semantic Segmentation of a LiDAR surrounding view Hager Radi Waleed Ali 3DPC 17 14 0 12 Jun 2019
A Survey of Autonomous Driving: Common Practices and Emerging Technologies Ekim Yurtsever Jacob Lambert Alexander Carballo K. Takeda 37 1,344 0 12 Jun 2019
All-Weather Deep Outdoor Lighting Estimation Jinsong Zhang Kalyan Sunkavalli Yannick Hold-Geoffroy Sunil Hadap Jonathan Eisenmann Jean-François Lalonde 3DV 16 75 0 12 Jun 2019
Recurrent U-Net for Resource-Constrained Segmentation Wei Wang Kaicheng Yu Joachim Hugonot Pascal Fua Mathieu Salzmann 3DV SSeg 32 98 0 11 Jun 2019
Automatic brain tissue segmentation in fetal MRI using convolutional neural networks Nadieh Khalili Nikolas Lessmann Elise Turk N. Claessens R. Heus T. Kolk M. Viergever M. Benders I. Isgum 18 101 0 11 Jun 2019
`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Anne-Marie Rickmann Abhijit Guha Roy Ignacio Sarasua Nassir Navab Christian Wachinger 3DPC 26 37 0 11 Jun 2019
BowNet: Dilated Convolution Neural Network for Ultrasound Tongue Contour Extraction Mohammad Mozaffari Won-Sook Lee 16 8 0 10 Jun 2019
Learning Individual Styles of Conversational Gesture Shiry Ginosar Amir Bar Gefen Kohavi Caroline Chan Andrew Owens Jitendra Malik SLR 18 326 0 10 Jun 2019
Differentiable Surface Splatting for Point-based Geometry Processing Yifan Wang Felice Serena Shihao Wu Cengiz Öztireli O. Sorkine-Hornung 3DPC 36 291 0 10 Jun 2019
Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis Hyebin Lee S. T. Kim Yong Man Ro MedIm 26 44 0 10 Jun 2019
Learning to Segment Skin Lesions from Noisy Annotations Z. Mirikharaji Yiqi Yan Ghassan Hamarneh 38 77 0 10 Jun 2019
Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Haoyu Ren Mostafa El-Khamy Jungwon Lee MDE 22 33 0 07 Jun 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions Pulak Purkait Christopher Zach Ian Reid SSeg 21 29 0 07 Jun 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 29 104 0 06 Jun 2019
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Enzo Ferrante 19 44 0 05 Jun 2019
OctopusNet: A Deep Learning Segmentation Network for Multi-modal Medical Images Yu Chen Jiawei Chen Dong Wei Yuexiang Li Yefeng Zheng MedIm 14 29 0 05 Jun 2019
Prediction of Soil Moisture Content Based On Satellite Data and Sequence-to-Sequence Networks N. Efremova Dmitry Zausaev Gleb Antipov 29 16 0 05 Jun 2019
Semi-supervised semantic segmentation needs strong, varied perturbations Geoff French S. Laine Timo Aila Michal Mackiewicz G. Finlayson 29 29 0 05 Jun 2019
Combining crowd-sourcing and deep learning to explore the meso-scale organization of shallow convection S. Rasp H. Schulz S. Bony B. Stevens 24 54 0 05 Jun 2019
AssemblyNet: A Novel Deep Decision-Making Process for Whole Brain MRI Segmentation Pierrick Coupé Boris Mansencal Michael Clement Rémi Giraud B. D. D. Senneville T. Thong Vincent Lepetit J. V. Manjón 17 17 0 05 Jun 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 22 84 0 05 Jun 2019
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification Chengyuan Zhang Lei Zhu Shichao Zhang GAN 25 31 0 05 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 77 1,266 0 04 Jun 2019
Disentangling neural mechanisms for perceptual grouping Junkyung Kim Drew Linsley Kalpit C. Thakkar Thomas Serre OCL 26 54 0 04 Jun 2019
End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On Thibaut Issenhuth Jérémie Mary Clément Calauzènes 3DH 33 23 0 04 Jun 2019
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising Alexander Krull Tomáš Vičar Florian Jug DiffM 17 165 0 03 Jun 2019
Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning Tailai Wen Roy Keyes AI4TS 39 125 0 31 May 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 19 157 0 31 May 2019
Point Clouds Learning with Attention-based Graph Convolution Networks Zhuyang Xie Junzhou Chen B. Peng 3DPC 19 53 0 31 May 2019
Prostate Cancer Detection using Deep Convolutional Neural Networks Sunghwan Yoo Isha Gujrathi M. Haider Farzad Khalvati MedIm 13 184 0 30 May 2019
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities Simon A. A. Kohl Bernardino Romera-Paredes Klaus H. Maier-Hein Danilo Jimenez Rezende S. M. Ali Eslami Pushmeet Kohli Andrew Zisserman Olaf Ronneberger BDL 27 88 0 30 May 2019
Flat2Layout: Flat Representation for Estimating Layout of General Room Types Chi-Wei Hsiao Cheng Sun Min Sun Hwann-Tzong Chen 3DV 27 14 0 29 May 2019
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels Ali Hatamizadeh H. Hosseini Zhengyuan Liu S. Schwartz Demetri Terzopoulos MedIm 11 25 0 28 May 2019
PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension David Chettrit Orna Bregman-Amitai Itamar Tamir A. Bar E. Elnekave 15 9 0 28 May 2019