U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,185 papers shown

Title
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
A Novel Domain Adaptation Framework for Medical Image Segmentation A. Gholami Shashank Subramanian Varun Shenoy Naveen Himthani Xiangyu Yue Sicheng Zhao Peter H. Jin George Biros Kurt Keutzer MedIm 89 50 0 11 Oct 2018
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation Micah J. Sheller G. A. Reina Brandon Edwards Jason Martin Spyridon Bakas FedML 90 473 0 10 Oct 2018
Geometry meets semantics for semi-supervised monocular depth estimation Pierluigi Zama Ramirez Matteo Poggi Fabio Tosi S. Mattoccia Luigi Di Stefano MDE 94 113 0 09 Oct 2018
Selective Distillation of Weakly Annotated GTD for Vision-based Slab Identification System Sang Jun Lee Sang Woo Kim Wookyong Kwon Gyogwon Koo J. Yun 40 9 0 09 Oct 2018
Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT H. Meine G. Chlebus Mohsen Ghafoorian I. Endo A. Schenk SSeg MedIm 27 12 0 09 Oct 2018
Glioma Segmentation with Cascaded Unet Dmitrii Lachinov Evgeny Vasiliev Vadim Turlapov 69 55 0 09 Oct 2018
UOLO - automatic object detection and segmentation in biomedical images Teresa Araújo Guilherme Aresta Adrian Galdran P. Costa A. Mendonça A. Campilho 51 23 0 09 Oct 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 92 21 0 09 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 91 148 0 08 Oct 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning Stephen James Michael Bloesch Andrew J. Davison 79 136 0 08 Oct 2018
Deep Geodesic Learning for Segmentation and Anatomical Landmarking N. Torosdagli D. Liberton P. Verma M. Sincan Janice S. Lee Ulas Bagci 65 109 0 06 Oct 2018
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction Dufan Wu Kyungsang Kim Quanzheng Li 43 44 0 05 Oct 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 76 10 0 05 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham Dagan Feng Jinman Kim MedIm 44 169 0 05 Oct 2018
Progressive Feature Fusion Network for Realistic Image Dehazing Kangfu Mei Aiwen Jiang Juncheng Li Mingwen Wang 75 109 0 04 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network Xinjing Cheng Peng Wang Ruigang Yang 3DV 3DPC MDE 127 318 0 04 Oct 2018
Survival prediction using ensemble tumor segmentation and transfer learning Mariano Cabezas Sergi Valverde Sandra González-Villá Albert Clérigues Mostafa Salem Kaisar Kushibar J. Bernal A. Oliver Xavier Llado 62 24 0 04 Oct 2018
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder Maayan Frid-Adar Avi Ben-Cohen Rula Amer H. Greenspan SSeg AI4CE 84 63 0 04 Oct 2018
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Bilwaj Gaonkar Matthew Edwards Alex A. T. Bui Matthew A. Brown Luke Macyszyn 27 7 0 03 Oct 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 101 66 0 02 Oct 2018
Gyroscope-Aided Motion Deblurring with Deep Networks Janne Mustaniemi Arno Solin Simo Särkkä Jirí Matas J. Heikkilä MDE 133 38 0 01 Oct 2018
Multi-directional Geodesic Neural Networks via Equivariant Convolution A. Poulenard M. Ovsjanikov 3DH 60 92 0 01 Oct 2018
Augmented Mitotic Cell Count using Field Of Interest Proposal Marc Aubreville C. Bertram R. Klopfleisch Andreas Maier 21 5 0 01 Oct 2018
Generative Adversarial Network for Medical Images (MI-GAN) Talha Iqbal Hazrat Ali GAN MedIm 83 198 0 01 Oct 2018
One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection Yoseob Han J. C. Ye 90 35 0 01 Oct 2018
Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Yuhu Shan W. Lu C. Chew 63 93 0 30 Sep 2018
Multi-Level Contextual Network for Biomedical Image Segmentation Amirhossein Dadashzadeh Alireza Tavakoli Targhi SSeg MedIm 27 1 0 30 Sep 2018
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images Faisal Mahmood Daniel Borders Richard J. Chen Gregory N. McKay Kevan J. Salimian Alexander S. Baras Nicholas J. Durr GAN MedIm 106 289 0 29 Sep 2018
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 86 60 0 28 Sep 2018
Open-Ended Content-Style Recombination Via Leakage Filtering Karl Ridgeway Michael C. Mozer DRL VLM 34 2 0 28 Sep 2018
CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge Rémi Delassus R. Giot 3DGS 24 13 0 28 Sep 2018
Semantic Segmentation for Urban Planning Maps based on U-Net Zhiling Guo Hiroaki Shengoku Guangming Wu Qi Chen W. Yuan Xiaodan Shi Xiaowei Shao Yongwei Xu Ryosuke Shibasaki 47 32 0 28 Sep 2018
A Deep Learning Approach to Denoise Optical Coherence Tomography Images of the Optic Nerve Head S. Devalla Giridhar Subramanian T. Pham Xiaofei Wang S. Perera T. A. Tun Tin Aung L. Schmetterer Alexandre Hoang Thiery M. Girard 65 92 0 27 Sep 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Hyunjin Park Jens Petersen André Klein David Zimmerer Paul F. Jaeger ... Jakob Wasserthal Gregor Koehler T. Norajitra Sebastian J. Wirkert Klaus H. Maier-Hein SSeg 132 795 0 27 Sep 2018
No New-Net Hyunjin Park Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 109 400 0 27 Sep 2018
Diagnostics in Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid VLM SSeg 40 3 0 27 Sep 2018
Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning Shusil Dangi Z. Yaniv Cristian A. Linte 80 24 0 26 Sep 2018
Photometric Depth Super-Resolution Bjoern Haefner Songyou Peng Alok Verma Yvain Quéau Zorah Lähner SupR MDE 94 27 0 26 Sep 2018
Deep Neural Networks for Pattern Recognition Kyongsik Yun Alexander Huyen Thomas Lu 38 31 0 25 Sep 2018
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment Sérgio Pereira Raphael Meier Victor Alves M. Reyes Carlos Alberto Silva 50 80 0 25 Sep 2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 82 28 0 25 Sep 2018
Chargrid: Towards Understanding 2D Documents Anoop R. Katti C. Reisswig Cordula Guder Sebastian Brarda S. Bickel Johannes Höhne Jean Baptiste Faddoul 82 195 0 24 Sep 2018
Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations Mostafa Jahanifar Neda Zamani Tajeddin Navid Alemi Koohbanani A. Gooya Nasir M. Rajpoot 65 33 0 23 Sep 2018
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 59 37 0 23 Sep 2018
Human activity recognition based on time series analysis using U-Net Yong Zhang Yu Zhang Zhao Zhang Jie Bao Yunpeng Song HAI 53 38 0 20 Sep 2018
MASON: A Model AgnoStic ObjectNess Framework K. J. Joseph V. Balasubramanian OCL 47 2 0 20 Sep 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 236 1,799 0 20 Sep 2018