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
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 46 28 0 18 Apr 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 22 59 0 17 Apr 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy Laurens Beljaards M. Elmahdy F. Verbeek Marius Staring 3DV 36 15 0 17 Apr 2020
Fast Soft Color Segmentation Naofumi Akimoto Huachun Zhu Yanghua Jin Y. Aoki SSeg 66 27 0 17 Apr 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN VGen MedIm 25 23 0 17 Apr 2020
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts Mingmin Zhen Jinglu Wang Lei Zhou Shiwei Li Tianwei Shen Jiaxiang Shang Tian Fang Quan Long 24 129 0 16 Apr 2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays S. Rajaraman Jenifer Siegelman P. Alderson Lucas S. Folio L. Folio Sameer Kiran Antani 16 265 0 16 Apr 2020
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction Nicola Pezzotti Sahar Yousefi M. Elmahdy J. V. Gemert C. Schulke ... Sergey Kastryulin B. Lelieveldt M. Osch E. Weerdt Marius Staring 27 97 0 15 Apr 2020
MXR-U-Nets for Real Time Hyperspectral Reconstruction Atmadeep Banerjee Akash Palrecha SupR 27 11 0 15 Apr 2020
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision H. Kervadec Jose Dolz Shanshan Wang Eric Granger Ismail Ben Ayed 22 84 0 14 Apr 2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset Jacob Shermeyer Daniel Hogan Jason Brown A. V. Etten N. Weir ... Ronny Haensch A. Bastidas S. Soenen Todd M. Bacastow Ryan Lewis 28 105 0 14 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 31 197 0 12 Apr 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation Peiying Zhang Bo Zhang Dong Chen Lu Yuan Fang Wen 33 239 0 12 Apr 2020
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks Han Lin Aung Burak Uzkent Marshall Burke David B. Lobell Stefano Ermon 24 34 0 11 Apr 2020
Inter-Region Affinity Distillation for Road Marking Segmentation Yuenan Hou Zheng Ma Chunxiao Liu Tak-Wai Hui Chen Change Loy 36 121 0 11 Apr 2020
Parsing-based View-aware Embedding Network for Vehicle Re-Identification Dechao Meng Liang Li Xuejing Liu Yadong Li Shijie Yang Zhengjun Zha Xingyu Gao Shuhui Wang Qingming Huang 27 174 0 10 Apr 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 34 300 0 09 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 23 162 0 09 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian Dalca Bruce Fischl Lilla Zöllei 24 33 0 09 Apr 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 41 48 0 09 Apr 2020
Physics-enhanced machine learning for virtual fluorescence microscopy Colin L. Cooke Fanjie Kong A. Chaware Kevin C Zhou Kanghyun Kim Rong Xu D. Ando Samuel J. Yang P. C. Konda R. Horstmeyer AI4CE 30 17 0 09 Apr 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 30 329 0 08 Apr 2020
Conditioned Source Separation for Music Instrument Performances Olga Slizovskaia G. Haro E. Gómez 30 38 0 08 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020
Channel Attention Residual U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yangtao Hu Wenle Wang Wei Zhou Yugen Yi 24 45 0 07 Apr 2020
SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yugen Yi Wenle Wang Buer Chen Changqi Fan SSeg 33 310 0 07 Apr 2020
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images S. Graham David B. A. Epstein Nasir M. Rajpoot 24 87 0 06 Apr 2020
Self-Supervised Scene De-occlusion Xiaohang Zhan Xingang Pan Bo Dai Ziwei Liu Dahua Lin Chen Change Loy 58 139 0 06 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 34 1,177 0 05 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration Jian Wang Miaomiao Zhang FedML MedIm 22 61 0 05 Apr 2020
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation Mehrdad Noori Ali Bahri K. Mohammadi 3DV 27 93 0 04 Apr 2020
Volumetric Attention for 3D Medical Image Segmentation and Detection Xudong Wang Shizhong Han Yunqiang Chen Dashan Gao Nuno Vasconcelos 3DPC 26 81 0 04 Apr 2020
Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning Wending Yan Aashish Sharma R. Tan 19 43 0 04 Apr 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 27 87 0 03 Apr 2020
SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization Qi Duan Guotai Wang Rui Wang Chaohao Fu Xinjun Li ... Xinglong Liu Qing Xia Zhiqiang Hu Ning Huang Shaoting Zhang 40 18 0 03 Apr 2020
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT S. Chaganti A. Balachandran G. Chabin S. Cohen T. Flohr ... A. Sauter Zhoubing Xu Y. Yoo Valentin Ziebandt Dorin Comaniciu 21 88 0 02 Apr 2020
Semantic Segmentation of Underwater Imagery: Dataset and Benchmark M. Islam Chelsey Edge Yuyang Xiao Peigen Luo Muntaqim Mehtaz Christopher Morse Sadman Sakib Enan Junaed Sattar VLM 3DV 22 211 0 02 Apr 2020
Temporal Accumulative Features for Sign Language Recognition A. Kındıroglu Ogulcan Özdemir L. Akarun SLR 16 18 0 02 Apr 2020
Objects of violence: synthetic data for practical ML in human rights investigations Lachlan Kermode Jan Freyberg A. Akturk Robert Trafford Denis Kochetkov Rafael Pardiñas E. Weizman Julien Cornebise 22 4 0 01 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 64 2,605 0 01 Apr 2020
Two-shot Spatially-varying BRDF and Shape Estimation Mark Boss Varun Jampani Kihwan Kim Hendrik P. A. Lensch Jan Kautz 11 88 0 01 Apr 2020
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound Chaoyu Chen Xin Yang Ruobing Huang Wenlong Shi Shengfeng Liu ... Yuanji Zhang H. Luo Yankai Huang Yi Xiong Dong Ni 14 11 0 01 Apr 2020
Learning Generative Models of Tissue Organization with Supervised GANs Ligong Han R. Murphy Deva Ramanan GAN MedIm 26 19 0 31 Mar 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 14 186 0 31 Mar 2020
Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation Mariko Isogawa Ye Yuan Matthew O'Toole Kris Kitani 3DH 22 59 0 31 Mar 2020
Real-Time Camera Pose Estimation for Sports Fields Leonardo Citraro Pablo Márquez-Neila S. Savare V. Jayaram Charles Dubout Félix Renaut Andres Hasfura Horesh Ben Shitrit Pascal Fua 19 54 0 31 Mar 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 26 453 0 31 Mar 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos Fabio Tosi Filippo Aleotti Pierluigi Zama Ramirez Matteo Poggi Samuele Salti Luigi Di Stefano S. Mattoccia MDE 19 76 0 31 Mar 2020
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes Huanjing Yue Cong Cao Lei Liao Ronghe Chu Jingyu Yang 32 121 0 31 Mar 2020
DeepLPF: Deep Local Parametric Filters for Image Enhancement Sean J. Moran Pierre Marza Jingyu Sun Sarah Parisot Greg Slabaugh 25 192 0 31 Mar 2020