U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,091 papers shown

Title
Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas Pengfei Guo Puyang Wang R. Yasarla Jinyuan Zhou Vishal M. Patel Shanshan Jiang MedIm 34 1 0 06 Aug 2020
Learned convex regularizers for inverse problems Subhadip Mukherjee Sören Dittmer Zakhar Shumaylov Sebastian Lunz Ozan Oktem Carola-Bibiane Schönlieb 86 80 0 06 Aug 2020
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging N. Arun N. Gaw P. Singh Ken Chang M. Aggarwal ... J. Patel M. Gidwani Julius Adebayo M. D. Li Jayashree Kalpathy-Cramer FAtt 105 110 0 06 Aug 2020
Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition Vikas Kumar Shivansh Rao Li Yu CVBM NoLa 116 32 0 06 Aug 2020
Approach for Document Detection by Contours and Contrasts D. Tropin S. Ilyuhin D. Nikolaev V. Arlazarov 41 18 0 06 Aug 2020
Global Voxel Transformer Networks for Augmented Microscopy Zhengyang Wang Yaochen Xie Shuiwang Ji ViT 35 34 0 05 Aug 2020
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Haozhi Qi Xiaolong Wang Deepak Pathak Yi-An Ma Jitendra Malik 102 59 0 05 Aug 2020
Can You Read Me Now? Content Aware Rectification using Angle Supervision Amir Markovitz I. Lavi Or Perel Shai Mazor R. Litman 109 31 0 05 Aug 2020
Wasserstein-based Projections with Applications to Inverse Problems Howard Heaton Samy Wu Fung A. Lin Stanley Osher W. Yin 73 3 0 05 Aug 2020
Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance Dwarikanath Mahapatra Behzad Bozorgtabar Jean-Philippe Thiran Ling Shao MedIm 64 46 0 05 Aug 2020
Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain Jonghwa Yim Sang Hwan Kim 23 2 0 05 Aug 2020
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation S. Guendel A. Setio Sasa Grbic Andreas Maier Dorin Comaniciu 35 3 0 05 Aug 2020
Learning to Denoise Historical Music Yunpeng Li Beat Gfeller Marco Tagliasacchi Dominik Roblek 60 17 0 05 Aug 2020
Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs N. Gessert Julia Kruger R. Opfer A. Ostwaldt Praveena Manogaran H. Kitzler S. Schippling Alexander Schlaefer MedIm 110 49 0 05 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint Weijian Huang Hao Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Hairong Zheng Shanshan Wang MedIm 41 1 0 05 Aug 2020
Importance of Self-Consistency in Active Learning for Semantic Segmentation S. Golestaneh Kris Kitani SSL 54 36 0 04 Aug 2020
Stabilizing Deep Tomographic Reconstruction Weiwen Wu Dianlin Hu W. Cong Hongming Shan Shaoyu Wang Chuang Niu Pingkun Yan Hengyong Yu V. Vardhanabhuti Ge Wang OOD 63 10 0 04 Aug 2020
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation Hui Zhou Xinge Zhu Xiao-yang Song Yuexin Ma Zhe Wang Hongsheng Li Dahua Lin 3DPC 85 180 0 04 Aug 2020
COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring Rula Amer Maayan Frid-Adar Ophir Gozes Jannette Nassar H. Greenspan 93 63 0 04 Aug 2020
Prior Guided Feature Enrichment Network for Few-Shot Segmentation Zhuotao Tian Hengshuang Zhao Michelle Shu Zhicheng Yang Ruiyu Li Jiaya Jia 94 520 0 04 Aug 2020
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data Hyungjin Chung Eunju Cha Leonard Sunwoo J. C. Ye MedIm 89 26 0 04 Aug 2020
PDE-Driven Spatiotemporal Disentanglement Jérémie Donà Jean-Yves Franceschi Sylvain Lamprier Patrick Gallinari OOD DRL 95 27 0 04 Aug 2020
BRM Localization: UAV Localization in GNSS-Denied Environments Based on Matching of Numerical Map and UAV Images Junho Choi Hyun Myung 81 30 0 04 Aug 2020
Central object segmentation by deep learning for fruits and other roundish objects M. Fukuda T. Okuno Shinya Yuki 49 13 0 04 Aug 2020
3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications Hongliang Li Tal Mezheritsky L. V. Romaguera Samuel Kadoury 3DPC 21 4 0 03 Aug 2020
Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination Peng-Shuai Wang Yuqi Yang Qian-Fang Zou Zhirong Wu Yang Liu Xin Tong 3DPC 76 52 0 03 Aug 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra S. Mittal P. Majumdar S. Chhabra K. Thakral Mayank Vatsa Richa Singh S. Chaudhury Ashwin Pudrod A. Agrawal 56 60 0 03 Aug 2020
Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation Weitao Yuan Bofei Dong Shengbei Wang M. Unoki Wenwu Wang 55 12 0 03 Aug 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He Tiantian Li Guanyu Yang Youyong Kong Yang Chen H. Shu J. Coatrieux J. Dillenseger Shuo Li MedIm 57 26 0 03 Aug 2020
Multitask learning for instrument activation aware music source separation Yun-Ning Hung Alexander Lerch 64 18 0 03 Aug 2020
Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image Yehui Yang Fangxin Shang Binghong Wu Dalu Yang Lei Wang Yanwu Xu Wensheng Zhang Tianzhu Zhang MedIm 48 52 0 03 Aug 2020
Integrated monitoring of ice in selected Swiss lakes. Final project report Manu Tom Melanie Suetterlin D. Bouffard M. Rothermel S. Wunderle E. Baltsavias 13 5 0 02 Aug 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation Wanli Chen Xinge Zhu Ruoqi Sun Junjun He Ruiyu Li Xiaoyong Shen Bei Yu ViT 132 61 0 02 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 215 649 0 02 Aug 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 73 177 0 02 Aug 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks Mihail Burduja Radu Tudor Ionescu N. Verga 74 91 0 01 Aug 2020
Eigen-CAM: Class Activation Map using Principal Components Mohammed Bany Muhammad M. Yeasin 78 346 0 01 Aug 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 144 599 0 01 Aug 2020
Meta-DRN: Meta-Learning for 1-Shot Image Segmentation Atmadeep Banerjee SSeg VLM 45 5 0 01 Aug 2020
Exploring Multi-Scale Feature Propagation and Communication for Image Super Resolution Ruicheng Feng W. Guan Yu Qiao Chao Dong SupR 39 8 0 01 Aug 2020
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network Rui Li Shunyi Zheng Chenxi Duan Ce Zhang 104 102 0 01 Aug 2020
TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video Tiancheng Zhi Christoph Lassner Tony Tung Carsten Stoll S. Narasimhan Minh Vo 3DH 95 42 0 01 Aug 2020
KAPLAN: A 3D Point Descriptor for Shape Completion Audrey Richard Ian Cherabier Martin R. Oswald Marc Pollefeys Konrad Schindler 3DPC 73 9 0 31 Jul 2020
Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network Junxiong Yu Chaoyu Chen Xin Yang Yi Wang D. Yan Jianxing Zhang Dong Ni 23 6 0 31 Jul 2020
Exploring Image Enhancement for Salient Object Detection in Low Light Images Xin Xu Shiqin Wang Zechuan Wang Xiaolong Zhang R. Hu 64 69 0 31 Jul 2020
Disentangling Human Error from the Ground Truth in Segmentation of Medical Images Le Zhang Ryutaro Tanno Moucheng Xu Chen Jin Joseph Jacob O. Ciccarelli F. Barkhof Daniel C. Alexander NoLa 95 101 0 31 Jul 2020
Robust Retinal Vessel Segmentation from a Data Augmentation Perspective Xu Sun Xingxing Cao Yehui Yang Dongwei Zhu Lei Wang Junwei Liu Yanwu Xu 53 30 0 31 Jul 2020
Resist : Reconstruction of irises from templates Sohaib Ahmad Christopher Geiger Benjamin Fuller CVBM 45 18 0 31 Jul 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision Nicolai Häni Selim Engin Jun-Jee Chao Volkan Isler 3DV 99 0 0 30 Jul 2020
NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image Lizhen Wang Xiaochen Zhao Tao Yu S. Wang Yebin Liu 3DH 69 44 0 30 Jul 2020