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
DGCM-Net: Dense Geometrical Correspondence Matching Network for Incremental Experience-based Robotic Grasping T. Patten Kiru Park Markus Vincze 87 31 0 15 Jan 2020
Everybody's Talkin': Let Me Talk as You Want Linsen Song Wayne Wu Chao Qian Ran He Chen Change Loy DiffM VGen 79 147 0 15 Jan 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 59 38 0 15 Jan 2020
Learning multiview 3D point cloud registration Zan Gojcic Caifa Zhou Jan Dirk Wegner Leonidas Guibas Tolga Birdal 3DPC 114 167 0 15 Jan 2020
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks Diedre Carmo Bruna Silva C. Yasuda Letícia Rittner R. Lotufo 130 45 0 14 Jan 2020
DeepFactors: Real-Time Probabilistic Dense Monocular SLAM J. Czarnowski Tristan Laidlow R. Clark Andrew J. Davison MDE 129 177 0 14 Jan 2020
Machine Learning Pipeline for Segmentation and Defect Identification from High Resolution Transmission Electron Microscopy Data Catherine K. Groschner Christina Choi M. Scott 30 37 0 14 Jan 2020
Total Deep Variation for Linear Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock 98 89 0 14 Jan 2020
Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation Lingjie Liu Weipeng Xu Marc Habermann Michael Zollhoefer Florian Bernard Hyeongwoo Kim Wenping Wang Christian Theobalt 3DH 131 20 0 14 Jan 2020
Deep Learning for ECG Segmentation V. Moskalenko N. Zolotykh Grigory V. Osipov 41 69 0 14 Jan 2020
Structured Consistency Loss for semi-supervised semantic segmentation Jongmok Kim JooYoung Jang Hyunwoo Park SeongAh Jeong 91 69 0 14 Jan 2020
180-degree Outpainting from a Single Image Zhenqiang Ying A. Bovik 37 7 0 13 Jan 2020
Deep convolutional neural networks for multi-planar lung nodule detection: improvement in small nodule identification S. Zheng L. Cornelissen Xiaonan Cui Xueping Jing Raymond N. J. Veldhuis M. Oudkerk P. V. van Ooijen MedIm 27 33 0 13 Jan 2020
Identifying Table Structure in Documents using Conditional Generative Adversarial Networks N. Vine Claus Horn Matthew D. Zeigenfuse Mark Rowan GAN 18 0 0 13 Jan 2020
Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition Pak Lun Kevin Ding Zhiqiang Li Yuxiang Zhou Baoxin Li 67 35 0 13 Jan 2020
AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets Shanlin Sun Yang Liu Narisu Bai Hao Tang Xuming Chen Qian Huang Yong Liu Xiaohui Xie 41 12 0 13 Jan 2020
RoutedFusion: Learning Real-time Depth Map Fusion Silvan Weder Johannes L. Schonberger Marc Pollefeys Martin R. Oswald 65 79 0 13 Jan 2020
A Novel Inspection System For Variable Data Printing Using Deep Learning O. Haik Oded Perry Eli Chen Peter J. Klammer 36 4 0 13 Jan 2020
Visually Guided Self Supervised Learning of Speech Representations Abhinav Shukla Konstantinos Vougioukas Pingchuan Ma Stavros Petridis Maja Pantic SSL 80 25 0 13 Jan 2020
Adversarial Loss for Semantic Segmentation of Aerial Imagery Clint Sebastian Raffaele Imbriaco Egor Bondarev Peter H. N. de With SSeg 21 8 0 13 Jan 2020
Towards Interpretable and Robust Hand Detection via Pixel-wise Prediction Dan Liu Libo Zhang Tiejian Luo Lili Tao Yanjun Wu FAtt 71 17 0 13 Jan 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey F. Sultana Abu Sufian P. Dutta SSeg 141 258 0 13 Jan 2020
Natural Image Matting via Guided Contextual Attention Yaoyi Li Hongtao Lu 82 169 0 13 Jan 2020
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation Xiaoqing Guo Zhen Chen Yixuan Yuan MedIm 67 13 0 12 Jan 2020
Fine-grained Image-to-Image Transformation towards Visual Recognition Wei Xiong Yutong He Yixuan Zhang Wenhan Luo Lin Ma Jiebo Luo CVBM 93 26 0 12 Jan 2020
Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering Hua Ma Ihor Smal J. Daemen T. van Walsum 31 41 0 11 Jan 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior Bo Zhou S. Kevin Zhou 176 156 0 11 Jan 2020
Learning Topometric Semantic Maps from Occupancy Grids Markus Hiller Chen Qiu F. Particke Christian Hofmann J. Thielecke 47 26 0 10 Jan 2020
A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors Ruibo Shang Kevin Hoffer-Hawlik Geoffrey P. Luke 64 14 0 10 Jan 2020
Seismic horizon detection with neural networks A. Koryagin D. Mylzenova R. Khudorozhkov S. Tsimfer 15 1 0 10 Jan 2020
SeismiQB -- a novel framework for deep learning with seismic data A. Koryagin R. Khudorozhkov S. Tsimfer D. Mylzenova 10 0 0 10 Jan 2020
A Deep Neural Networks Approach for Pixel-Level Runway Pavement Crack Segmentation Using Drone-Captured Images Liming Jiang Yuanchang Xie Tianzhu Ren SSeg 50 21 0 09 Jan 2020
RSL-Net: Localising in Satellite Images From a Radar on the Ground T. Y. Tang Daniele De Martini Dan Barnes Paul Newman 76 64 0 09 Jan 2020
Vertebra-Focused Landmark Detection for Scoliosis Assessment Jingru Yi Pengxiang Wu Qiaoying Huang Hui Qu Dimitris N. Metaxas 58 59 0 09 Jan 2020
Learning Generative Models using Denoising Density Estimators Siavash Bigdeli Geng Lin Tiziano Portenier L. A. Dunbar Matthias Zwicker DiffM 106 16 0 08 Jan 2020
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Kangjian Peng Qian Zhang Yuan Li Wenyu Liu Xinggang Wang SSeg 55 34 0 08 Jan 2020
DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction Sriprabha Ramanarayanan Balamurali Murugesan Keerthi Ram M. Sivaprakasam 62 42 0 08 Jan 2020
From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object Counting Haipeng Xiong Hao Lu Chengxin Liu Liang Liu Chunhua Shen Z. Cao 36 13 0 07 Jan 2020
Semi-supervised Anomaly Detection using AutoEncoders Manpreet Singh Minhas John S. Zelek UQCV 13 21 0 06 Jan 2020
MCMLSD: A Probabilistic Algorithm and Evaluation Framework for Line Segment Detection J. Elder Emilio J. Almazán Yiming Qian R. Tal 43 3 0 06 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 125 41 0 06 Jan 2020
Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis M. Chiu Xingqian Xu Yunchao Wei Zilong Huang Alex Schwing ... David Wilson Adrian Tudor N. Hovakimyan Thomas S. Huang Humphrey Shi 105 155 0 05 Jan 2020
Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning Sanket Badhe Varun Singh Joy Li P. Lakhani 36 1 0 05 Jan 2020
A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis Arnab Karmakar Deepak Mishra 3DH 62 6 0 05 Jan 2020
End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation Xiaohong Liu Lingshi Kong Yang Zhou Jiying Zhao Jun Chen SupR 67 20 0 05 Jan 2020
Res3ATN -- Deep 3D Residual Attention Network for Hand Gesture Recognition in Videos Naina Dhingra A. Kunz 3DPC SLR 80 36 0 04 Jan 2020
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net) Kivanc Kose Alican Bozkurt C. Alessi-Fox M. Gill C. Longo G. Pellacani Jennifer Dy Dana H. Brooks M. Rajadhyaksha 61 31 0 03 Jan 2020
First image then video: A two-stage network for spatiotemporal video denoising Ce Wang S. Kevin Zhou Zhi-Qi Cheng VGen 49 10 0 02 Jan 2020
Encoding Metal Mask Projection for Metal Artifact Reduction in Computed Tomography Y. Lyu Wei-An Lin Haofu Liao Jingjing Lu S. Kevin Zhou MedIm 41 11 0 02 Jan 2020
A $^3$ DSegNet: Anatomy-aware artifact disentanglement and segmentation network for unpaired segmentation, artifact reduction, and modality translation Y. Lyu Haofu Liao Heqin Zhu S. Kevin Zhou MedIm 53 4 0 02 Jan 2020