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
CAggNet: Crossing Aggregation Network for Medical Image Segmentation Xu Cao Yanghao Lin SSeg 52 8 0 16 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 91 129 0 16 Apr 2020
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks Aryan Mobiny P. Cicalese Samira Zare Pengyu Yuan Mohammadsajad Abavisani Carol C. Wu J. Ahuja P. D. Groot H. Nguyen MedIm 88 96 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 59 268 0 16 Apr 2020
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction Nicola Pezzotti Sahar Yousefi Mohamed S. Elmahdy J. V. Gemert C. Schulke ... Sergey Kastryulin B. Lelieveldt M. Osch E. Weerdt Marius Staring 70 100 0 15 Apr 2020
An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers Bernhard Liebl M. Burghardt SSeg 31 11 0 15 Apr 2020
RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery Rohit Gupta M. Shah 141 93 0 15 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 76 381 0 15 Apr 2020
Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images L. Luppino Mads A. Hansen Michael C. Kampffmeyer F. Bianchi G. Moser Robert Jenssen S. N. Anfinsen 40 94 0 15 Apr 2020
MXR-U-Nets for Real Time Hyperspectral Reconstruction Atmadeep Banerjee Akash Palrecha SupR 66 11 0 15 Apr 2020
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 63 37 0 15 Apr 2020
Intuitive, Interactive Beard and Hair Synthesis with Generative Models Kyle Olszewski Duygu Ceylan Jun Xing J. Echevarria Zhili Chen Weikai Chen Hao Li 3DH 69 34 0 15 Apr 2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning H. Zunair Benourida Hamza GAN MedIm 100 89 0 14 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 89 85 0 14 Apr 2020
Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images Shaoping Hu Yuan Gao Zhangming Niu Yinghui Jiang Lao Li ... E. Fang Wade Menpes-Smith Jun Xia Hui Ye Guang Yang 74 321 0 14 Apr 2020
End-to-End Variational Networks for Accelerated MRI Reconstruction Anuroop Sriram Jure Zbontar Tullie Murrell Aaron Defazio C. L. Zitnick N. Yakubova Florian Knoll Patricia M. Johnson DRL 88 318 0 14 Apr 2020
An automatic COVID-19 CT segmentation network using spatial and channel attention mechanism Tongxue Zhou S. Canu S. Ruan 83 54 0 14 Apr 2020
An Attention-Based System for Damage Assessment Using Satellite Imagery Hanxiang Hao Sriram Baireddy Emily R. Bartusiak Latisha R. Konz Kevin J. LaTourette Michael Gribbons Moses W. Chan M. Comer Edward J. Delp 37 42 0 14 Apr 2020
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray Tawsifur Rahman M. Chowdhury Amith Khandakar K. R. Islam Khandaker F. Islam Z. Mahbub M. A. Kadir S. Kashem 68 463 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 141 106 0 14 Apr 2020
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization O. Tasar Y. Tarabalka A. Giros Pierre Alliez Sebastien Clerc 87 58 0 14 Apr 2020
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization Qian Zhang Bo Wang W. Wen Hai Li Junhui Liu GAN 33 3 0 14 Apr 2020
A Survey of Single-Scene Video Anomaly Detection B. Ramachandra Michael J. Jones Ranga Raju Vatsavai AI4TS 96 180 0 13 Apr 2020
Dense Registration and Mosaicking of Fingerprints by Training an End-to-End Network Zhe Cui Jianjiang Feng Jie Zhou 19 10 0 13 Apr 2020
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets Y. Oh Sangjoon Park J. C. Ye 70 699 0 13 Apr 2020
A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images L. Umapathy M. Keerthivasan J. Galons W. Unger Diego R. Martin M. Altbach A. Bilgin MedIm 9 2 0 13 Apr 2020
Y-net: Biomedical Image Segmentation and Clustering Sharmin Pathan A. Tripathi 33 7 0 12 Apr 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 67 197 0 12 Apr 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation Peiying Zhang Bo Zhang Dong Chen Lu Yuan Fang Wen 94 240 0 12 Apr 2020
Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion Ethan Weber Hassan Kané 48 93 0 12 Apr 2020
Farmland Parcel Delineation Using Spatio-temporal Convolutional Networks Han Lin Aung Burak Uzkent Marshall Burke David B. Lobell Stefano Ermon 91 36 0 11 Apr 2020
Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data Enzo Tartaglione C. Barbano C. Berzovini M. Calandri Marco Grangetto 71 186 0 11 Apr 2020
Inter-Region Affinity Distillation for Road Marking Segmentation Yuenan Hou Zheng Ma Chunxiao Liu Tak-Wai Hui Chen Change Loy 76 124 0 11 Apr 2020
Simulation-based Lidar Super-resolution for Ground Vehicles Tixiao Shan Jinkun Wang Fanfei Chen Paul Szenher Brendan Englot 3DPC 41 59 0 10 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 128 177 0 10 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search Yaran Chen Ruiyuan Gao Fenggang Liu Dongbin Zhao KELM 74 29 0 10 Apr 2020
Phase Consistent Ecological Domain Adaptation Yanchao Yang Dong Lao G. Sundaramoorthi Stefano Soatto 77 117 0 10 Apr 2020
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier Zhanhong Zhou Xiaolong Zhai C. Tin 38 31 0 10 Apr 2020
Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection Zheng Nie Jiachen Xu Shengchang Zhang AI4CE 16 7 0 09 Apr 2020
3D Photography using Context-aware Layered Depth Inpainting Meng-Li Shih Shih-Yang Su Johannes Kopf Jia-Bin Huang 3DPC 3DV 101 303 0 09 Apr 2020
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation Neerav Karani Ertunc Erdil K. Chaitanya E. Konukoglu OOD 61 172 0 09 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian Dalca Bruce Fischl Lilla Zöllei 105 33 0 09 Apr 2020
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 106 48 0 09 Apr 2020
Investigation of Singing Voice Separation for Singing Voice Detection in Polyphonic Music Yifu Sun Xulong Zhang Yi Yu Xi Chen W. Li 71 8 0 08 Apr 2020
ARCH: Animatable Reconstruction of Clothed Humans Zeng Huang Yuanlu Xu Christoph Lassner Hao Li Tony Tung 3DH 103 332 0 08 Apr 2020
Deep Adaptive Inference Networks for Single Image Super-Resolution Ming-Yu Liu Zhilu Zhang Liya Hou W. Zuo Lei Zhang SupR 49 31 0 08 Apr 2020
CNN in CT Image Segmentation: Beyound Loss Function for Expoliting Ground Truth Images Youyi Song Zhen Yu Teng Zhou J. Teoh Baiying Lei K. Choi J. Qin 29 19 0 08 Apr 2020
Conditioned Source Separation for Music Instrument Performances Olga Slizovskaia G. Haro E. Gómez 63 40 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 128 472 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 36 45 0 07 Apr 2020