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
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation Jun Liu Xiang Wang X. Tai 72 36 0 10 Feb 2020
Learning to Grasp 3D Objects using Deep Residual U-Nets Yikun Li Lambert Schomaker S. Kasaei 51 19 0 10 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 167 420 0 10 Feb 2020
Knowledge Distillation for Brain Tumor Segmentation Dmitrii Lachinov E. Shipunova Vadim Turlapov 50 16 0 10 Feb 2020
Thermal to Visible Face Recognition Using Deep Autoencoders Alperen Kantarci H. K. Ekenel ViT CVBM 26 17 0 10 Feb 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning? Sven Koehler A. Tandon T. Hussain H. Latus T. Pickardt S. Sarikouch P. Beerbaum G. Greil Sandy Engelhardt I. Wolf 54 6 0 10 Feb 2020
Prototype Refinement Network for Few-Shot Segmentation Jinlu Liu Yongqiang Qin SSeg 75 30 0 10 Feb 2020
A Deep Learning Approach to Automate High-Resolution Blood Vessel Reconstruction on Computerized Tomography Images With or Without the Use of Contrast Agent A. Chandrashekar A. Handa N. Shivakumar P. Lapolla Vicente Grau Regent Lee MedIm 30 4 0 09 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 178 140 0 09 Feb 2020
Weakly Supervised Attention Pyramid Convolutional Neural Network for Fine-Grained Visual Classification Yifeng Ding Shaoguo Wen Jiyang Xie Dongliang Chang Zhanyu Ma Zhongwei Si Haibin Ling 80 56 0 09 Feb 2020
Ensemble of Deep Convolutional Neural Networks for Automatic Pavement Crack Detection and Measurement Zhun Fan Chong Li Ying Chen P. D. Mascio Xiaopeng Chen Guijie Zhu G. Loprencipe 59 125 0 08 Feb 2020
Exocentric to Egocentric Image Generation via Parallel Generative Adversarial Network Gaowen Liu Hao Tang Hugo Latapie Yan Yan GAN 79 29 0 08 Feb 2020
Incorporating Symmetry into Deep Dynamics Models for Improved Generalization Rui Wang Robin Walters Rose Yu AI4CE 147 177 0 08 Feb 2020
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images Peter Hirsch Dagmar Kainmueller 131 13 0 07 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 113 317 0 06 Feb 2020
Deep Learning for Classifying Food Waste Amin Mazloumian Matthias Rosenthal Hans-Joachim Gelke HAI 30 7 0 06 Feb 2020
AI-GAN: Attack-Inspired Generation of Adversarial Examples Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Yue Liu Alex C. Kot GAN 96 51 0 06 Feb 2020
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation Minyoung Chung Minkyung Lee Jioh Hong Sanguk Park Jusang Lee Jingyu Lee Jeongjin Lee Y. Shin 55 66 0 06 Feb 2020
Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNs Yuma Kinoshita Hitoshi Kiya 50 19 0 06 Feb 2020
Source separation with weakly labelled data: An approach to computational auditory scene analysis Qiuqiang Kong Yuxuan Wang Xuchen Song Yin Cao Wenwu Wang Mark D. Plumbley 98 47 0 06 Feb 2020
Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting Xian Zhang Xin Wang Bin Kong Canghong Shi Youbing Yin Qi Song Siwei Lyu Jiancheng Lv Canghong Shi Xiaojie Li GAN CVBM 53 7 0 05 Feb 2020
Unsupervised Multiple Person Tracking using AutoEncoder-Based Lifted Multicuts Kalun Ho J. Keuper Margret Keuper VOT 91 10 0 04 Feb 2020
Stan: Small tumor-aware network for breast ultrasound image segmentation Bryar Shareef Min Xian Aleksandar Vakanski 59 64 0 03 Feb 2020
SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with deep learning Hongyu Li Zifei Liang Chaoyi Zhang Ruiying Liu Jing Li ... B. Shen Xiaoliang Zhang Y. Ge Jiangyang Zhang L. Ying MedIm 61 47 0 03 Feb 2020
Separation of target anatomical structure and occlusions in chest radiographs J. Hofmanninger S. Roehrich H. Prosch Georg Langs MedIm 425 0 0 03 Feb 2020
Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis Pegah Salehi A. Chalechale MedIm 60 84 0 03 Feb 2020
Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks Luca Comanducci M. Cobos Fabio Antonacci Augusto Sarti 69 27 0 03 Feb 2020
WeatherBench: A benchmark dataset for data-driven weather forecasting S. Rasp P. Dueben S. Scher Jonathan A. Weyn Soukayna Mouatadid Nils Thuerey AI4Cl AI4TS 124 461 0 02 Feb 2020
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention Guang Yang Jun Chen Zijian Gao Shuo Li Hao Ni ... Yanping Zhang Xiuquan Du Heye Zhang D. Firmin J. Keegan 47 74 0 02 Feb 2020
Deep Feature Fusion for Mitosis Counting R. Yancey 38 2 0 01 Feb 2020
Post-Training Piecewise Linear Quantization for Deep Neural Networks Jun Fang Ali Shafiee Hamzah Abdel-Aziz D. Thorsley Georgios Georgiadis Joseph Hassoun MQ 106 148 0 31 Jan 2020
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks C. Qiu M. Schmitt Christian Gei T. Chen Xiaoxiang Zhu 85 59 0 31 Jan 2020
Noise2Inverse: Self-supervised deep convolutional denoising for tomography A. Hendriksen D. Pelt K. Batenburg SupR 72 14 0 31 Jan 2020
Universal Semantic Segmentation for Fisheye Urban Driving Images Yaozu Ye Kailun Yang Kaite Xiang Juan Wang Kaiwei Wang 75 46 0 31 Jan 2020
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem J. Hofmanninger F. Prayer Jeanny Pan Sebastian Rohrich H. Prosch Georg Langs 91 46 0 31 Jan 2020
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction Houpu Yao Yi Gao Yongming Liu AI4CE 111 67 0 31 Jan 2020
Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control Esther Puyol-Antón B. Ruijsink Christian F. Baumgartner Matthew Sinclair E. Konukoglu Reza Razavi A. King 44 33 0 31 Jan 2020
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion Wenbo Dong Pravakar Roy Cheng Peng Volkan Isler 73 65 0 30 Jan 2020
Channel-Attention Dense U-Net for Multichannel Speech Enhancement Bahareh Tolooshams Ritwik Giri Andrew H. Song Umut Isik A. Krishnaswamy 67 88 0 30 Jan 2020
Sound field reconstruction in rooms: inpainting meets super-resolution Francesc Lluís Pablo Martínez-Nuevo M. B. Møller S. Shepstone 47 57 0 30 Jan 2020
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images Can Taylan C. Sokmensuer C. Gunduz-Demir 135 0 0 30 Jan 2020
2018 Robotic Scene Segmentation Challenge M. Allan S. Kondo S. Bodenstedt S. Leger Rahim Kadkhodamohammadi ... Sang Hyun Park M. Azizian Danail Stoyanov Lena Maier-Hein Stefanie Speidel 92 137 0 30 Jan 2020
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences Rosaura G. VidalMata Walter J. Scheirer Anna Kukleva David D. Cox Hilde Kuehne 69 49 0 29 Jan 2020
Under the Radar: Learning to Predict Robust Keypoints for Odometry Estimation and Metric Localisation in Radar Dan Barnes Ingmar Posner 136 120 0 29 Jan 2020
PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts Tomaz Logar Joseph Aylett-Bullock Edoardo Nemni Lars Bromley J. Quinn M. Luengo-Oroz 42 20 0 29 Jan 2020
Accurately identifying vertebral levels in large datasets Daniel C. Elton V. Sandfort P. J. Pickhardt Ronald M. Summers 28 4 0 28 Jan 2020
Reservoir computing model of two-dimensional turbulent convection S. Pandey J. Schumacher 51 43 0 28 Jan 2020
Time-Domain Audio Source Separation Based on Wave-U-Net Combined with Discrete Wavelet Transform Tomohiko Nakamura Hiroshi Saruwatari AI4TS 44 18 0 28 Jan 2020
Print Defect Mapping with Semantic Segmentation A. C. Valente Cristina Wada Deangela Neves Deangeli Neves Fábio Perez Guilherme A. S. Megeto Marcos H. Cascone Otavio Gomes Qian Lin UQCV 44 13 0 27 Jan 2020
Depthwise-STFT based separable Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman OOD MDE 50 5 0 27 Jan 2020