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
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation C. A. M. L. Junior Matheus Henrique M. da Silva B. Bezerra Bruno José Torres Fernandes D. Impedovo 17 6 0 28 May 2020
Depth-aware Blending of Smoothed Images for Bokeh Effect Generation S. Dutta MDE 42 23 0 28 May 2020
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection Muhammad Naseer Bajwa Gurbinder Singh Wolfgang Neumeier M. I. Malik Andreas Dengel Sheraz Ahmed 44 79 0 28 May 2020
Deep Learning for Automatic Pneumonia Detection Tatiana Gabruseva D. Poplavskiy Alexandr A Kalinin 61 103 0 28 May 2020
Explainable deep learning models in medical image analysis Amitojdeep Singh S. Sengupta Vasudevan Lakshminarayanan XAI 97 502 0 28 May 2020
Unsupervised Audio Source Separation using Generative Priors V. Narayanaswamy Jayaraman J. Thiagarajan Rushil Anirudh A. Spanias 65 27 0 28 May 2020
Stereo Vision Based Single-Shot 6D Object Pose Estimation for Bin-Picking by a Robot Manipulator Y. Nakano 38 5 0 28 May 2020
Multiple resolution residual network for automatic thoracic organs-at-risk segmentation from CT Hyemin Um Jue Jiang M. Thor A. Rimner L. Luo Joseph O. Deasy Harini Veeraraghavan OOD 20 4 0 27 May 2020
Segmentation of the Myocardium on Late-Gadolinium Enhanced MRI based on 2.5 D Residual Squeeze and Excitation Deep Learning Model Abdul Qayyum A. Lalande Thomas Decourselle T. Pommier A. Cochet F. Mériaudeau 29 3 0 27 May 2020
4D Visualization of Dynamic Events from Unconstrained Multi-View Videos Aayush Bansal Minh Vo Yaser Sheikh Deva Ramanan S. Narasimhan 62 84 0 27 May 2020
Segmentation Loss Odyssey Jun Ma SSeg VLM MedIm 44 39 0 27 May 2020
Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation Jingyang Zhang Guotai Wang Hongzhi Xie Shuyang Zhang Ning Huang Shaoting Zhang Lixu Gu 80 41 0 27 May 2020
Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing Liangzhi Li Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara 36 23 0 27 May 2020
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 P. Hurtík Vojtech Molek Jan Hula M. Vajgl Pavel Vlasánek T. Nejezchleba SSeg ObjD 144 150 0 27 May 2020
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images Damien Grosgeorge Maxime Arbelot Alex Goupilleau Tugdual Ceillier R. Allioux 37 10 0 27 May 2020
Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation Ashwin Raju Chi-Tung Cheng Yunakai Huo Jinzheng Cai Junzhou Huang Jing Xiao Le Lu Chien-Han Liao Adam P. Harrison 61 27 0 27 May 2020
Learning to segment from misaligned and partial labels Simone Fobi Terence Conlon Jay Taneja V. Modi 95 7 0 27 May 2020
Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments Pegah Salehi A. Chalechale M. Taghizadeh EGVM 45 40 0 27 May 2020
Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering Guang Chen Shiwen Shen Longyin Wen Si Luo Liefeng Bo VOT 20 18 0 27 May 2020
Multi-task deep learning for image segmentation using recursive approximation tasks Rihuan Ke Aurélie Bugeau Nicolas Papadakis Mark Kirkland P. Schuetz Carola-Bibiane Schönlieb SSeg 75 17 0 26 May 2020
Neuro4Neuro: A neural network approach for neural tract segmentation using large-scale population-based diffusion imaging Bo Li M. Groot Rebecca M. E. Steketee R. Meijboom M. Smits Meike W. Vernooij M. Ikram Jiren Liu W. Niessen Esther E. Bron MedIm 48 33 0 26 May 2020
AlphaPilot: Autonomous Drone Racing Philipp Foehn Dario Brescianini Elia Kaufmann Titus Cieslewski Mathias Gehrig Manasi Muglikar Davide Scaramuzza 148 137 0 26 May 2020
A Deep Learning based Fast Signed Distance Map Generation Zihao Wang C. Vandersteen T. Demarcy D. Gnansia C. Raffaelli N. Guevara H. Delingette MedIm 43 4 0 26 May 2020
CalliGAN: Style and Structure-aware Chinese Calligraphy Character Generator S. Wu Chih-Yuan Yang Jane Yung-jen Hsu 75 57 0 26 May 2020
NENET: An Edge Learnable Network for Link Prediction in Scene Text M. Singh Sayan Banerjee S. Chaudhuri 28 1 0 25 May 2020
Keypoints Localization for Joint Vertebra Detection and Fracture Severity Quantification Maxim Pisov V. Kondratenko Alexey Zakharov A. Petraikin V. Gombolevskiy S. Morozov Mikhail Belyaev 39 18 0 25 May 2020
Bayesian Conditional GAN for MRI Brain Image Synthesis Gengyan Zhao M. Meyerand R. Birn MedIm UQCV 52 4 0 25 May 2020
Exploring Optimal DNN Architecture for End-to-End Beamformers Based on Time-frequency References Yuichiro Koyama Bhiksha Raj 34 3 0 23 May 2020
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-Ray Images Anas Tahir Yazan Qiblawey Amith Khandakar Tawsifur Rahman U. Khurshid F. Musharavati M. T. Islam S. Kiranyaz M. Chowdhury 92 50 0 23 May 2020
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net Amartya Kalapahar Julio Silva-Rodríguez Adrián Colomer Fernando López-Mir Valery Naranjo 37 10 0 22 May 2020
Polarimetric image augmentation Marc Blanchon Olivier Morel F. Mériaudeau R. Seulin Désiré Sidibé 21 5 0 22 May 2020
A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images Jiawei Chen Rongfang Wang Fan Ding Bo Liu L. Jiao Jie Zhang 56 17 0 22 May 2020
Bridging the gap between Natural and Medical Images through Deep Colorization Lia Morra Luca Piano Fabrizio Lamberti Tatiana Tommasi MedIm 59 15 0 21 May 2020
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation Kelei He C. Lian Bing-Bin Zhang Xin Zhang Xiaohuan Cao Dong Nie Yang Gao Junfeng Zhang Dinggang Shen 59 70 0 21 May 2020
Lung Segmentation from Chest X-rays using Variational Data Imputation Raghavendra Selvan Erik Dam Nicki S. Detlefsen Sofus Rischel Kaining Sheng Mads Nielsen A. Pai 111 56 0 20 May 2020
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images Yixing Huang Alexander Preuhs M. Manhart G. Lauritsch Andreas Maier MedIm 153 5 0 20 May 2020
Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks Dufan Wu Hui Ren Quanzheng Li OOD MedIm 52 41 0 19 May 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 73 20 0 19 May 2020
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks Maxim Maximov Ismail Elezi Laura Leal-Taixé PICV GAN 157 170 0 19 May 2020
The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report Daniel Sonntag Fabrizio Nunnari H. Profitlich 66 12 0 19 May 2020
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection Rituparna Sarkar Suvadip Mukherjee E. Labruyère Jean-Christophe Olivo-Marin 56 11 0 19 May 2020
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency Jiayu Huo Liping Si Xi Ouyang Kai Xuan Weiwu Yao Z. Xue Qian Wang Dinggang Shen Lichi Zhang 58 1 0 19 May 2020
Tropical and Extratropical Cyclone Detection Using Deep Learning Christina Kumler-Bonfanti J. Stewart D. Hall M. Govett 36 37 0 18 May 2020
U $^2$ -Net: Going Deeper with Nested U-Structure for Salient Object Detection Xuebin Qin Zichen Zhang Chenyang Huang Masood Dehghan Osmar R. Zaiane Martin Jägersand 131 1,678 0 18 May 2020
Deep Learning for Post-Processing Ensemble Weather Forecasts Peter Grönquist Chengyuan Yao Tal Ben-Nun Nikoli Dryden P. Dueben Shigang Li Torsten Hoefler 60 168 0 18 May 2020
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates Gengyan Zhao Fang Liu J. Oler M. Meyerand N. Kalin R. Birn 144 65 0 18 May 2020
FA-GANs: Facial Attractiveness Enhancement with Generative Adversarial Networks on Frontal Faces Jingwu He Chuan Wang Yang Zhang Jie Guo Yanwen Guo CVBM GAN 27 3 0 17 May 2020
High-dimensional Convolutional Networks for Geometric Pattern Recognition Chris Choy Junha Lee René Ranftl Jaesik Park V. Koltun 3DPC AI4CE 83 43 0 17 May 2020
A Combined Data-driven and Physics-driven Method for Steady Heat Conduction Prediction using Deep Convolutional Neural Networks Hao Ma Xiangyu Y. Hu Yuxuan Zhang Nils Thuerey O. Haidn AI4CE 46 12 0 16 May 2020
Visual Relationship Detection using Scene Graphs: A Survey Aniket Agarwal Ayush Mangal Vipul GNN 70 21 0 16 May 2020