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
Descriptive analysis of computational methods for automating mammograms with practical applications A. Bhale M. Joshi 16 0 0 06 Oct 2020
A Unified Deep Learning Framework for Short-Duration Speaker Verification in Adverse Environments Youngmoon Jung Yeunju Choi Hyungjun Lim Hoirin Kim 65 13 0 06 Oct 2020
VisualWordGrid: Information Extraction From Scanned Documents Using A Multimodal Approach Mohamed Kerroumi Othmane Sayem A. Shabou 84 21 0 05 Oct 2020
A Study on Trees's Knots Prediction from their Bark Outer-Shape Mohamed Mejri Antoine Richard C´edric Pradalier 3DPC 23 0 0 05 Oct 2020
Early Detection of Myocardial Infarction in Low-Quality Echocardiography A. Degerli M. Zabihi S. Kiranyaz Tahir Hamid Rashid Mazhar R. Hamila Moncef Gabbouj 51 60 0 05 Oct 2020
Unsupervised Region-based Anomaly Detection in Brain MRI with Adversarial Image Inpainting B. Nguyen Adam Feldman S. Bethapudi A. Jennings Chris G. Willcocks 89 29 0 05 Oct 2020
Local Label Point Correction for Edge Detection of Overlapping Cervical Cells Jiawei Liu Huijie Fan Qiang Wang Wentao Li Yandong Tang Danbo Wang Mingyi Zhou Li Chen 61 10 0 05 Oct 2020
MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps Pascal Colling L. Roese-Koerner Hanno Gottschalk Matthias Rottmann 71 26 0 05 Oct 2020
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference Vo Nguyen Le Duy S. Iwazaki Ichiro Takeuchi 55 20 0 05 Oct 2020
Graph Cross Networks with Vertex Infomax Pooling Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang 114 60 0 05 Oct 2020
Can we Generalize and Distribute Private Representation Learning? Sheikh Shams Azam Taejin Kim Seyyedali Hosseinalipour Carlee Joe-Wong S. Bagchi Christopher G. Brinton 112 11 0 05 Oct 2020
Photon-Driven Neural Path Guiding Shilin Zhu Zexiang Xu Tiancheng Sun Alexandr Kuznetsov Mark Meyer H. Jensen Hao Su R. Ramamoorthi 23 0 0 05 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 58 90 0 04 Oct 2020
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 88 169 0 04 Oct 2020
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li Lequan Yu Shujun Wang Pheng-Ann Heng 68 105 0 04 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 55 16 0 04 Oct 2020
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients Ruisheng Su Sandra A. P. Cornelissen M. van der Sluijs A. V. van Es W. V. van Zwam ... G. Lycklama P. van Doormaal W. Niessen A. van der Lugt T. van Walsum 61 26 0 03 Oct 2020
COVID-19 Classification of X-ray Images Using Deep Neural Networks Elisha Goldstein Daphna Keidar Daniel Yaron Y. Shachar Ayelet Blass ... N. Bogot A. Grubstein N. Shabshin Yishai M. Elyada Yonina C. Eldar 49 67 0 03 Oct 2020
Cartographic Relief Shading with Neural Networks B. Jenny M. Heitzler Dilpreet Singh Marianna Farmakis-Serebryakova Jeffery Chieh Liu L. Hurni 51 51 0 03 Oct 2020
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Giovanni Bellitto Federica Proietto Salanitri S. Palazzo Francesco Rundo Daniela Giordano C. Spampinato MDE 155 56 0 02 Oct 2020
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis Zhenyu Wu Duc Hoang Shih-Yao Lin Yusheng Xie Liangjian Chen Yen-Yu Lin Zhangyang Wang Wei Fan 3DH 66 11 0 02 Oct 2020
Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation Patrick Dendorfer Aljosa Osep Laura Leal-Taixé 95 110 0 02 Oct 2020
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation Alina Marcu Vlad Licaret Dragos Costea Marius Leordeanu 42 17 0 02 Oct 2020
Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging I. Sirazitdinov H. Schulz A. Saalbach S. Renisch Dmitry V. Dylov MedIm 81 3 0 02 Oct 2020
Weight and Gradient Centralization in Deep Neural Networks Wolfgang Fuhl Enkelejda Kasneci ODL 64 18 0 02 Oct 2020
Online Knowledge Distillation via Multi-branch Diversity Enhancement Zheng Li Ying Huang Defang Chen Tianren Luo Ning Cai Zhigeng Pan 69 28 0 02 Oct 2020
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors Zhe Jiang M. Kirby Wenchong He Arpan Man Sainju 50 1 0 02 Oct 2020
Learned Dual-View Reflection Removal Simon Niklaus X. Zhang Jonathan T. Barron Neal Wadhwa Rahul Garg Feng Liu Tianfan Xue 130 20 0 01 Oct 2020
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT O. Alirr OOD 63 19 0 01 Oct 2020
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images Abdullah Sarhan Ali Al-KhazÁly Adam Gorner Andrew Swift J. Rokne R. Alhajj A. Crichton 50 9 0 01 Oct 2020
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization Hanjiang Hu Zhijian Qiao Ming Cheng Zhe Liu Hesheng Wang 67 57 0 01 Oct 2020
Deep Group-wise Variational Diffeomorphic Image Registration Tycho F. A. van der Ouderaa Ivana Išgum W. Veldhuis B. D. de Vos 20 8 0 01 Oct 2020
A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations Hao Zhou Qingfeng Xu Nan Li AI4CE 40 18 0 30 Sep 2020
Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical Review Yuliana Jiménez-Gaona María José Rodríguez-Álvarez Vasudevan Lakshminarayanan 60 71 0 30 Sep 2020
S3K: Self-Supervised Semantic Keypoints for Robotic Manipulation via Multi-View Consistency Mel Vecerík Jean-Baptiste Regli Oleg O. Sushkov David Barker Rugile Pevceviciute Thomas Rothörl C. Schuster R. Hadsell Lourdes Agapito Jonathan Scholz 3DPC 102 40 0 30 Sep 2020
Asymmetric Contextual Modulation for Infrared Small Target Detection Yimian Dai Yiquan Wu Fei Zhou Kobus Barnard 102 394 0 30 Sep 2020
A Survey on Deep Learning Techniques for Video Anomaly Detection Jessie James P. Suarez P. Naval AI4TS 66 33 0 29 Sep 2020
Attentional Feature Fusion Yimian Dai Fabian Gieseke Stefan Oehmcke Yiquan Wu Kobus Barnard 3DPC 74 650 0 29 Sep 2020
Deep Image Reconstruction using Unregistered Measurements without Groundtruth Weijie Gan Yu Sun C. Eldeniz Jiaming Liu Hongyu An Ulugbek S. Kamilov 3DV 49 12 0 29 Sep 2020
Neural Alignment for Face De-pixelization Maayan Shuvi N. Fish Kfir Aberman Ariel Shamir Daniel Cohen-Or PICV CVBM 20 1 0 29 Sep 2020
Self-grouping Convolutional Neural Networks Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 62 22 0 29 Sep 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 41 42 0 29 Sep 2020
Conditional GAN for Prediction of Glaucoma Progression with Macular Optical Coherence Tomography Osama N. Hassan Serhat Sahin Vahid Mohammadzadeh Xiaohe Yang Navid Amini ... Tae Hong Golnoush Mahmoudinezhad Daniel Rueckert K. Nouri-Mahdavi Fabien Scalzo 20 12 0 28 Sep 2020
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images Zeyu Fu Yang Sun Xinming Zhang Scott Stainton Shaun Barney J. Hogg W. Innes S. Dlay 48 3 0 28 Sep 2020
Fully Automated Left Atrium Segmentation from Anatomical Cine Long-axis MRI Sequences using Deep Convolutional Neural Network with Unscented Kalman Filter Xiaoran Zhang M. Noga David Glynn Martin K. Punithakumar MedIm 54 26 0 28 Sep 2020
Learning to Detect Objects with a 1 Megapixel Event Camera E. Perot Pierre de Tournemire D. Nitti Jonathan Masci A. Sironi ObjD 85 263 0 28 Sep 2020
High-throughput molecular imaging via deep learning enabled Raman spectroscopy C. Horgan Magnus Jensen A. Nagelkerke J. St-Pierre Tom Vercauteren Molly M. Stevens Mads S. Bergholt 67 74 0 28 Sep 2020
Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint Ahmed Nebli Uğur Ali Kaplan I. Rekik AI4TS 49 17 0 28 Sep 2020
Incomplete Utterance Rewriting as Semantic Segmentation Qian Liu Bei Chen Jian-Guang Lou Bin Zhou Dongmei Zhang 79 56 0 28 Sep 2020
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion Taimur Hassan S. Akçay Bennamoun Salman Khan Naoufel Werghi 81 40 0 28 Sep 2020