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
Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures Pedro Hermosilla M. Schäfer Matěj Lang Gloria Fackelmann Pere-Pau Vázquez Barbora Kozlíková M. Krone Tobias Ritschel Timo Ropinski 44 2 0 13 Jul 2020
Probabilistic bounds on neuron death in deep rectifier networks Blaine Rister D. Rubin 43 1 0 13 Jul 2020
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer Duo Li Anbang Yao Qifeng Chen 61 31 0 13 Jul 2020
AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning Mehdi Mousavi Aashis Khanal Rolando Estrada 65 17 0 13 Jul 2020
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation Xingang Yan Weiwen Jiang Yiyu Shi Cheng Zhuo 48 49 0 13 Jul 2020
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes S. Azimi C. Henry Lars Sommer Arne Schumann E. Vig 75 57 0 12 Jul 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 59 6 0 12 Jul 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 88 206 0 12 Jul 2020
PA-GAN: Progressive Attention Generative Adversarial Network for Facial Attribute Editing Zhenliang He Meina Kan Jichao Zhang Shiguang Shan CVBM GAN 69 27 0 12 Jul 2020
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation Ilia Kravets Tal Heletz H. Greenspan 3DPC 22 0 0 11 Jul 2020
Do We Need Sound for Sound Source Localization? Takashi Oya Shohei Iwase Ryota Natsume Takahiro Itazuri Shugo Yamaguchi Shigeo Morishima 41 22 0 11 Jul 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 84 70 0 10 Jul 2020
ISINet: An Instance-Based Approach for Surgical Instrument Segmentation Cristina González Laura Bravo-Sánchez Pablo Arbeláez 90 81 0 10 Jul 2020
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images Hui Qu Pengxiang Wu Qiaoying Huang Jingru Yi Zhennan Yan Kang Li G. Riedlinger S. De Shaoting Zhang Dimitris N. Metaxas 60 159 0 10 Jul 2020
VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users Adithya Ranga Filippo Giruzzi Jagdish Bhanushali É. Wirbel P. Pérez Tuan-Hung Vu Xavier Perrotton 59 21 0 10 Jul 2020
Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation Shen Wang Kongming Liang Yiming Li Yizhou Yu Yizhou Wang 30 7 0 10 Jul 2020
A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images S. Gerl Johannes C. Paetzold Hailong He Ivan Ezhov Suprosanna Shit Florian Kofler Amirhossein Bayat Giles Tetteh V. Ntziachristos Bjoern Menze 28 14 0 10 Jul 2020
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection Qingsong Yao Zecheng He Hu Han Kevin Zhou AAML 53 37 0 10 Jul 2020
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model Yuhui Ma Huaying Hao Huazhu Fu Jiong Zhang Jianlong Yang Jiang-Dong Liu Yalin Zheng Yitian Zhao 98 215 0 10 Jul 2020
A Benchmark for Inpainting of Clothing Images with Irregular Holes Furkan Kinli B. Özcan Mustafa Furkan Kıraç 3DH AI4CE 67 3 0 09 Jul 2020
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation K. Chaitanya Neerav Karani Christian F. Baumgartner Ertunc Erdil Anton S. Becker O. Donati E. Konukoglu MedIm 109 93 0 09 Jul 2020
Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE Anna Volokitin Ertunc Erdil Neerav Karani K. Tezcan Xiaoran Chen Luc Van Gool E. Konukoglu 55 34 0 09 Jul 2020
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks D. Pakhomov Wei Shen Nassir Navab MedIm GAN 85 20 0 09 Jul 2020
SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture Kevin Trebing Tomasz Stanczyk S. Mehrkanoon 109 337 0 08 Jul 2020
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking Sophia Bano Francisco Vasconcelos Luke M. Shepherd E. V. Poorten Tom Vercauteren Sebastien Ourselin A. David Jan Deprest Danail Stoyanov 67 38 0 08 Jul 2020
A Multi-Level Approach to Waste Object Segmentation Tao Wang Yuanzheng Cai Lingyu Liang Dongyi Ye 55 54 0 08 Jul 2020
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Eli Gibson ... Ramandeep Singh S. Digumarthy Mannudeep K. Kalra Sasa Grbic Dorin Comaniciu UQCV EDL 63 55 0 08 Jul 2020
Deformable spatial propagation network for depth completion Z. Xu Hongche Yin Jian Yao 3DV MDE 55 68 0 08 Jul 2020
The UU-Net: Reversible Face De-Identification for Visual Surveillance Video Footage Hugo Manuel Proença PICV CVBM 146 44 0 08 Jul 2020
Designing and Training of A Dual CNN for Image Denoising Chunwei Tian Yong-mei Xu W. Zuo Bo Du Chia-Wen Lin David C. Zhang 68 158 0 08 Jul 2020
Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy Franco Matzkin Virginia Newcombe Susan Stevenson A. Khetani Tom Newman R. Digby Andrew Stevens Ben Glocker Enzo Ferrante 52 25 0 07 Jul 2020
Real-time Semantic Segmentation with Fast Attention Ping Hu Federico Perazzi Fabian Caba Heilbron Oliver Wang Zhe Lin Kate Saenko Stan Sclaroff SSeg 77 121 0 07 Jul 2020
3D Shape Reconstruction from Vision and Touch Edward James Smith Roberto Calandra Adriana Romero Georgia Gkioxari David Meger Jitendra Malik M. Drozdzal 88 72 0 07 Jul 2020
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Frederic Branchaud-Charron Keegan Lensink Parmida Atighehchian William Parker David Vazquez Derek Nowrouzezahrai 72 19 0 07 Jul 2020
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment Aadarsh Jha Haichun Yang Ruining Deng M. Kapp Agnes B. Fogo Yuankai Huo ISeg 21 14 0 07 Jul 2020
Single Shot Video Object Detector Jiajun Deng Yingwei Pan Ting Yao Wen-gang Zhou Houqiang Li Tao Mei ObjD 92 41 0 07 Jul 2020
Meta Corrupted Pixels Mining for Medical Image Segmentation Jixin Wang Sanping Zhou Chaowei Fang Le Wang Jinjun Wang 78 15 0 07 Jul 2020
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks Guotai Wang Tao Song Q. Dong Mei Cui Ning Huang Shaoting Zhang DiffM MedIm 75 74 0 07 Jul 2020
Self domain adapted network Yufan He A. Carass Lianrui Zuo Blake E. Dewey Jerry L. Prince OOD 79 30 0 07 Jul 2020
Learning to Segment Anatomical Structures Accurately from One Exemplar Yuhang Lu Weijian Li K. Zheng Yirui Wang Adam P. Harrison ... Song Wang Jing Xiao Le Lu C. Kuo S. Miao MedIm 119 17 0 06 Jul 2020
Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models Lasse F. Wolff Anthony Benjamin Kanding Raghavendra Selvan HAI 86 316 0 06 Jul 2020
Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones V. Parmar Narayani Bhatia Shubham Negi Manan Suri SSeg 31 9 0 06 Jul 2020
Image Stitching Based on Planar Region Consensus Aocheng Li Jie Guo Yanwen Guo 3DV 39 19 0 06 Jul 2020
An Elastic Interaction-Based Loss Function for Medical Image Segmentation Yuan Lan Y. Xiang Luchan Zhang 43 21 0 06 Jul 2020
A Convolutional Approach to Vertebrae Detection and Labelling in Whole Spine MRI Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman 68 25 0 06 Jul 2020
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video Zixu Zhao Yueming Jin Xiaojie Gao Qi Dou Pheng-Ann Heng 84 44 0 06 Jul 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 200 949 0 06 Jul 2020
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images Dennis Núñez Lamberto Ballan Gabriel Jiménez-Avalos J. Coronel M. Zimic 18 3 0 06 Jul 2020
Accelerated MRI with Un-trained Neural Networks Mohammad Zalbagi Darestani Reinhard Heckel 52 4 0 06 Jul 2020
Anatomical Data Augmentation via Fluid-based Image Registration Zhengyang Shen Zhenlin Xu Sahin Olut Marc Niethammer MedIm 51 14 0 05 Jul 2020