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
FaceEraser: Removing Facial Parts for Augmented Reality Miao Hua Lijie Liu Ziyang Cheng Qian He Bingchuan Li Zili Yi CVBM PICV 3DH 20 0 0 22 Sep 2021
A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation Robin Camarasa D. Bos J. Hendrikse P. Nederkoorn D. Epidemiology D. Neurology Department of Computer Science UQCV 29 12 0 22 Sep 2021
Live Speech Portraits: Real-Time Photorealistic Talking-Head Animation Yuanxun Lu Jinxiang Chai Xun Cao 29 82 0 22 Sep 2021
Single Image Dehazing with An Independent Detail-Recovery Network Yan Li De Cheng Jiande Sun Dingwen Zhang N. Wang Xinbo Gao 35 26 0 22 Sep 2021
Rotor Localization and Phase Mapping of Cardiac Excitation Waves using Deep Neural Networks J. Lebert N. Ravi F. Fenton Jan Christoph 19 16 0 22 Sep 2021
Finding Facial Forgery Artifacts with Parts-Based Detectors S. Schwarcz Rama Chellappa CVBM 83 22 0 21 Sep 2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation Venkata Satya Sai Ajay Daliparthi 3DPC 24 0 0 21 Sep 2021
Improved optimization strategies for deep Multi-Task Networks Lucas Pascal Pietro Michiardi Xavier Bost B. Huet Maria A. Zuluaga 40 6 0 21 Sep 2021
An Ultra-Fast Method for Simulation of Realistic Ultrasound Images Mostafa Sharifzadeh Habib Benali H. Rivaz OOD MedIm 27 5 0 21 Sep 2021
Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Yicheng Wu Z. Ge Donghao Zhang Minfeng Xu Lei Zhang Yong-quan Xia Jianfei Cai OOD SSL 77 231 0 21 Sep 2021
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 30 9 0 20 Sep 2021
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images Lukas Uzolas Javier Rico Pierrick Coupé Juan C. Sanmiguel G. Cserey MedIm 35 6 0 20 Sep 2021
Acoustic Echo Cancellation using Residual U-Nets J. Silva-Rodríguez Manuel F. Dolz M. Ferrer Adrián Castelló V. Naranjo G. Piñero 45 2 0 20 Sep 2021
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection H. Akrami Anand A. Joshi Sergul Aydore Richard M. Leahy UQCV 39 4 0 20 Sep 2021
Performance and accuracy assessments of an incompressible fluid solver coupled with a deep Convolutional Neural Network Ekhi Ajuria Illarramendi M. Bauerheim B. Cuenot 35 19 0 20 Sep 2021
Automatic 3D Ultrasound Segmentation of Uterus Using Deep Learning Bahareh Behboodi H. Rivaz S. Lalondrelle E. Harris 28 8 0 20 Sep 2021
Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation E. Chiou F. Giganti S. Punwani Iasonas Kokkinos Eleftheria Panagiotaki MedIm 25 2 0 19 Sep 2021
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Libo Wang Rui Li Ce Zhang Shenghui Fang Chenxi Duan Xiaoliang Meng P. M. Atkinson ViT 43 629 0 18 Sep 2021
Edge Prior Augmented Networks for Motion Deblurring on Naturally Blurry Images Yuedong Chen Junjia Huang Jianfeng Wang Xiaohua Xie 21 2 0 18 Sep 2021
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation A. Makarevich Azade Farshad Vasileios Belagiannis Nassir Navab 54 10 0 18 Sep 2021
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Ran Gu Jingyang Zhang Rui Huang Wenhui Lei Guotai Wang Shaoting Zhang OOD 23 27 0 18 Sep 2021
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 42 178 0 17 Sep 2021
Mass Segmentation in Automated 3-D Breast Ultrasound Using Dual-Path U-net Hamed Fayyaz Ehsan Kozegar T. Tan M. Soryani 6 2 0 17 Sep 2021
Towards agricultural autonomy: crop row detection under varying field conditions using deep learning Rajitha de Silva Grzegorz Cielniak Junfeng Gao 19 14 0 16 Sep 2021
UCP-Net: Unstructured Contour Points for Instance Segmentation Camille Dupont Y. Ouakrim Q. C. Pham 20 11 0 15 Sep 2021
Hybrid ICP Kamil Dreczkowski Edward Johns 21 1 0 15 Sep 2021
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation Xinrong Hu Dewen Zeng Xiaowei Xu Yiyu Shi SSL 37 105 0 15 Sep 2021
The potential of self-supervised networks for random noise suppression in seismic data C. Birnie M. Ravasi T. Alkhalifah Sixiu Liu 34 55 0 15 Sep 2021
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images Galadrielle Humblot-Renaux Letizia Marchegiani T. Moeslund Rikke Gade SSeg EgoV 39 15 0 15 Sep 2021
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 98 174 0 15 Sep 2021
Reconstructing occluded Elevation Information in Terrain Maps with Self-supervised Learning Maximilian Stolzle Takahiro Miki L. Gerdes M. Azkarate Marco Hutter 45 17 0 15 Sep 2021
Neural Architecture Search in operational context: a remote sensing case-study Anthony Cazasnoves Pierre-Antoine Ganaye Kévin Sanchis Tugdual Ceillier 27 0 0 15 Sep 2021
Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs Nils Wandel Michael Weinmann Michael Neidlin Reinhard Klein AI4CE 58 60 0 15 Sep 2021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 48 30 0 15 Sep 2021
Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net Yanwu Yang Xutao Guo Yiwei Pan P. Shi Haiyan Lv Tingxia Ma UQCV 32 8 0 15 Sep 2021
ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors Ayush Chopra Rishabh Jain Mayur Hemani Balaji Krishnamurthy 3DH 80 55 0 14 Sep 2021
Simultaneous Object Reconstruction and Grasp Prediction using a Camera-centric Object Shell Representation Nikhil Chavan-Dafle S. Popovych Shubham Agrawal Daniel D. Lee Volkan Isler 32 9 0 14 Sep 2021
ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization Stenzel Cackowski E. Barbier M. Dojat T. Christen 35 34 0 14 Sep 2021
Luminance Attentive Networks for HDR Image and Panorama Reconstruction Hanning Yu Wentao Liu Chengjiang Long Bo Dong Qin Zou Chunxia Xiao 88 29 0 14 Sep 2021
High-Resolution Image Harmonization via Collaborative Dual Transformations Wenyan Cong Xinhao Tao Li Niu Jing Liang Xuesong Gao Qihao Sun Liqing Zhang 59 86 0 14 Sep 2021
Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer Fushun Zhu Shan Zhao Peng Wang Hao Wang Hua Yan Shuaicheng Liu ViT 17 16 0 14 Sep 2021
Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers C. Saillard Olivier Dehaene Tanguy Marchand O. Moindrot A. Kamoun B. Schmauch S. Jégou 43 39 0 13 Sep 2021
U-Net Convolutional Network for Recognition of Vessels and Materials in Chemistry Lab Zhihao Shang Di Bo 25 0 0 12 Sep 2021
LEA-Net: Layer-wise External Attention Network for Efficient Color Anomaly Detection Ryoya Katafuchi T. Tokunaga 14 3 0 12 Sep 2021
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition Zeyu Fu Jianbo Jiao M. Suttie J. A. Noble CVBM 22 9 0 12 Sep 2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 33 14 0 12 Sep 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Wei Li Yuexin Ma Hongsheng Li Ruigang Yang Da Lin 3DPC 27 95 0 12 Sep 2021
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network Naina Dhingra G. Chogovadze A. Kunz 30 6 0 11 Sep 2021
Joint Debiased Representation Learning and Imbalanced Data Clustering Mina Rezaei Emilio Dorigatti David Rügamer Bernd Bischl SSL 27 3 0 11 Sep 2021
View Blind-spot as Inpainting: Self-Supervised Denoising with Mask Guided Residual Convolution Yuhongze Zhou Liguang Zhou Tin Lun Lam Yangsheng Xu SSL 34 2 0 10 Sep 2021