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
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 115 579 0 28 Sep 2020
AIM 2020 Challenge on Video Temporal Super-Resolution Sanghyun Son Jaerin Lee Seungjun Nah Radu Timofte Kyoung Mu Lee SupR 78 21 0 28 Sep 2020
Classification and understanding of cloud structures via satellite images with EfficientUNet Tashin Ahmed Noor Hossain Nuri Sabab 124 39 0 27 Sep 2020
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation Bryar Shareef Aleksandar Vakanski Min Xian Phoebe E. Freer 46 50 0 27 Sep 2020
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels Ziyang Wang Zhengdong Zhang Irina Voiculescu MedIm 65 35 0 27 Sep 2020
AIM 2020: Scene Relighting and Illumination Estimation Challenge Majed El Helou Ruofan Zhou Sabine Süsstrunk Radu Timofte Mahmoud Afifi ... Liping Dong Zhuolong Jiang Chenghua Li Cong Leng Jian Cheng 142 43 0 27 Sep 2020
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model Zhuonan He Yikun Zhang Yu Guan S. Niu Yi Zhang Yang Chen Qiegen Liu DiffM MedIm 89 12 0 27 Sep 2020
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis Young-Gon Kim Kyungsang Kim Dufan Wu Hui Ren Won Young Tak ... J. Park B. S. Kim W. Chung Mannudeep K. Kalra Quanzheng Li 21 20 0 26 Sep 2020
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients D. Gomes Anwaar Ulhaq M. Paul M. J. Horry Subrata Chakraborty M. Saha Tanmoy Debnath D. M. Motiur 71 9 0 26 Sep 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 56 60 0 26 Sep 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 128 455 0 26 Sep 2020
Dense-View GEIs Set: View Space Covering for Gait Recognition based on Dense-View GAN Rijun Liao Weizhi An Shiqi Yu Zhu Li Yongzhen Huang CVBM 58 13 0 26 Sep 2020
Semi-Supervised Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 124 22 0 25 Sep 2020
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network Hieu T. Nguyen T. Le T. Nguyen N. T. Nguyen 80 20 0 25 Sep 2020
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels Song Guo 35 31 0 25 Sep 2020
Going to Extremes: Weakly Supervised Medical Image Segmentation H. Roth Ke Wang Ziyue Xu Xiaosong Wang Daguang Xu 65 63 0 25 Sep 2020
Transfer Learning by Cascaded Network to identify and classify lung nodules for cancer detection Shah B. Shrey Lukman Hakim M. Kavitha H. Kim Takio Kurita 8 7 0 24 Sep 2020
Robust Phase Unwrapping via Deep Image Prior for Quantitative Phase Imaging Fangshu Yang Thanh-an Michel Pham N. Brandenberg Matthias Lütolf Jianwei Ma M. Unser 33 35 0 24 Sep 2020
Style-invariant Cardiac Image Segmentation with Test-time Augmentation Xiaoqiong Huang Zejian Chen Xin Yang Zhendong Liu Yuxin Zou Mingyuan Luo Wufeng Xue Dong Ni 38 12 0 24 Sep 2020
Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer Zeynep Gürler Ahmed Nebli I. Rekik OOD AAML MedIm 55 14 0 23 Sep 2020
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI Anneke Meyer G. Chlebus Marko Rak D. Schindele M. Schostak ... A. Schenk H. Meine Horst K. Hahn A. Schreiber C. Hansen 43 46 0 23 Sep 2020
CLASS: Cross-Level Attention and Supervision for Salient Objects Detection Lv Tang Yue Liu 83 20 0 23 Sep 2020
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation Karim Armanious Sherif Abdulatif W. Shi Shashank Salian Thomas Kustner Daniel Weiskopf Tobias Hepp S. Gatidis Bin Yang 49 5 0 22 Sep 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Vercauteren Shaoting Zhang SSeg 135 472 0 22 Sep 2020
Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach Arman Alahyari A. Hinneck Rahim Tariverdi David Pozo 13 8 0 21 Sep 2020
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration Hassan Mahmood Asim Iqbal S. Islam 28 3 0 21 Sep 2020
Depth-Adapted CNN for RGB-D cameras Zongwei Wu Guillaume Allibert C. Stolz C. Demonceaux MDE 88 20 0 21 Sep 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images Lucas O. Teixeira R. M. Pereira Diego Bertolini Luiz Eduardo Soares de Oliveira L. Nanni George D. C. Cavalcanti Yandre M. G. Costa 97 114 0 21 Sep 2020
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images Zhuangzhuang Zhang T. Zhao Hiram Gay B. Sun Weixiong Zhang MedIm 46 10 0 21 Sep 2020
Transform Domain Pyramidal Dilated Convolution Networks For Restoration of Under Display Camera Images Hrishikesh Panikkasseril Sethumadhavan Densen Puthussery M. Kuriakose Jiji Charangatt Victor MDE 81 18 0 20 Sep 2020
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering Yihao Huang Felix Juefei Xu Qing Guo Yang Liu G. Pu 96 21 0 19 Sep 2020
Holistic Grid Fusion Based Stop Line Estimation Runsheng Xu Faezeh Tafazzoli Li Zhang Timo Rehfeld Gunther Krehl Arunava Seal 49 13 0 18 Sep 2020
Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks V. A. Chhabria V. Ahuja Ashwath Prabhu Nikhil Patil Palkesh Jain S. Sapatnekar 34 58 0 18 Sep 2020
Synthetic Convolutional Features for Improved Semantic Segmentation Yang He Bernt Schiele Mario Fritz SSeg 59 2 0 18 Sep 2020
IDA: Improved Data Augmentation Applied to Salient Object Detection Daniel V. Ruiz Bruno A. Krinski E. Todt 60 7 0 18 Sep 2020
Microtubule Tracking in Electron Microscopy Volumes N. Eckstein Julia M. Buhmann Matthew Cook Jan Funke 31 6 0 17 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 197 80 0 17 Sep 2020
Deploying machine learning to assist digital humanitarians: making image annotation in OpenStreetMap more efficient John E. Vargas-Muñoz D. Tuia A. X. Falcão 15 17 0 17 Sep 2020
Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts Cheng-Che Lee Wan-Yi Lin Yen-Ting Shih P. Kuo Li Su 68 15 0 17 Sep 2020
Temporally Guided Music-to-Body-Movement Generation Hsuan-Kai Kao Li Su 124 43 0 17 Sep 2020
Deep Learning in Photoacoustic Tomography: Current approaches and future directions A. Hauptmann B. Cox 142 131 0 16 Sep 2020
U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image Lukman Hakim N. Yudistira M. Kavitha Takio Kurita 31 5 0 16 Sep 2020
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Yuanfeng Ji Ruimao Zhang Zhuguo Li Jiamin Ren Shaoting Zhang Ping Luo 3DPC 64 25 0 16 Sep 2020
Path Planning using Neural A* Search Ryo Yonetani Tatsunori Taniai M. Barekatain Mai Nishimura Asako Kanezaki 3DPC 108 96 0 16 Sep 2020
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images Lequan Yu Zhicheng Zhang Xuelong Li Lei Xing MedIm 58 116 0 16 Sep 2020
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development Alexandros Karargyris Satyananda Kashyap Ismini Lourentzou Joy T. Wu Arjun Sharma ... Shafiq Abedin David Beymer Vandana V. Mukherjee E. Krupinski Mehdi Moradi MedIm 74 102 0 15 Sep 2020
RaLL: End-to-end Radar Localization on Lidar Map Using Differentiable Measurement Model Huan Yin Runjian Chen Yue Wang R. Xiong 93 44 0 15 Sep 2020
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis Haiyang Yu Ningyu Zhang Shumin Deng Zonggang Yuan Yantao Jia Huajun Chen 74 15 0 15 Sep 2020
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation Doruk Öner Mateusz Koziñski Leonardo Citraro N. Dadap A. Konings Pascal Fua 124 31 0 15 Sep 2020
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation Haisheng Su Weihao Gan Wei Wu Yu Qiao Junjie Yan 149 125 0 15 Sep 2020