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
Anomaly detection and automatic labeling for solar cell quality inspection based on Generative Adversarial Network Julen Balzategui Luka Eciolaza Daniel Maestro-Watson 25 26 0 05 Mar 2021
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack Mengting Xu Tao Zhang Zhongnian Li Mingxia Liu Daoqiang Zhang AAML OOD MedIm 33 41 0 05 Mar 2021
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds Yujia Liu Stefano Dáronco Konrad Schindler Jan Dirk Wegner 3DH 3DPC 3DV 28 42 0 04 Mar 2021
Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning Pengfei Guo Puyang Wang Jinyuan Zhou Shanshan Jiang Vishal M. Patel FedML OOD 38 143 0 03 Mar 2021
Mixture of Volumetric Primitives for Efficient Neural Rendering Stephen Lombardi Tomas Simon Gabriel Schwartz Michael Zollhoefer Yaser Sheikh Jason M. Saragih 3DH 48 290 0 02 Mar 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 36 111 0 02 Mar 2021
Feature-Align Network with Knowledge Distillation for Efficient Denoising Lucas D. Young F. Reda Rakesh Ranjan Jon Morton Jun Hu Y. Ling Xiaoyu Xiang David Liu Vikas Chandra 38 3 0 02 Mar 2021
A Survey of Deep Learning Techniques for Weed Detection from Images A. S. M. Mahmudul Hasan Ferdous Sohel D. Diepeveen Hamid Laga Michael G. K. Jones 42 304 0 02 Mar 2021
Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image Alon Mamistvalov Yonina C. Eldar 26 14 0 01 Mar 2021
Uncertainty Quantification by Ensemble Learning for Computational Optical Form Measurements L. Hoffmann I. Fortmeier Clemens Elster UQCV 25 28 0 01 Mar 2021
Auto-Exposure Fusion for Single-Image Shadow Removal Lan Fu Changqing Zhou Qing Guo Felix Juefei Xu Hongkai Yu Wei Feng Yang Liu Song Wang CVBM 82 129 0 01 Mar 2021
DF-VO: What Should Be Learnt for Visual Odometry? Huangying Zhan C. Weerasekera Jiawang Bian Ravi Garg Ian Reid 23 34 0 01 Mar 2021
Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links Chuhui Xue Shijian Lu Guosheng Lin 3DPC 41 17 0 01 Mar 2021
FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation Aoran Xiao Xiaofei Yang Shijian Lu Dayan Guan Jiaxing Huang 3DPC 29 48 0 01 Mar 2021
Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories Claudio Mura R. Pajarola Konrad Schindler Niloy Mitra 3DV 19 10 0 27 Feb 2021
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions Mengxi Liu Q. Shi Andrea Marinoni Da He Xiaoping Liu Liangpei Zhang 43 121 0 27 Feb 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 2021
3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation Shuai Yu Jianyang Xie Jinkui Hao Yalin Zheng Jiong Zhang Yan Hu Jiang-Dong Liu Yitian Zhao 8 9 0 26 Feb 2021
Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks Huichen Li Linyi Li Xiaojun Xu Xiaolu Zhang Shuang Yang Bo-wen Li AAML 20 17 0 25 Feb 2021
Transfer of Fully Convolutional Policy-Value Networks Between Games and Game Variants Dennis J. N. J. Soemers Vegard Mella Éric Piette Matthew Stephenson C. Browne O. Teytaud OffRL 23 8 0 24 Feb 2021
On the Impact of Interpretability Methods in Active Image Augmentation Method F. Santos Cleber Zanchettin L. Matos P. Novais AAML 17 2 0 24 Feb 2021
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors Yuchun Miao Xile Zhao Xiao Fu Jian-Li Wang Yu-Bang Zheng 28 40 0 24 Feb 2021
Efficient Palm-Line Segmentation with U-Net Context Fusion Module Toan Pham Van S. T. Nguyen Linh Doan Bao Ngoc N. Tran Ta Minh Thanh 32 6 0 24 Feb 2021
Learning optimal multigrid smoothers via neural networks Ru Huang Ruipeng Li Yuanzhe Xi AI4CE 18 27 0 24 Feb 2021
The SpaceNet Multi-Temporal Urban Development Challenge A. V. Etten Daniel Hogan 22 16 0 23 Feb 2021
Generative Modelling of BRDF Textures from Flash Images Philipp Henzler Valentin Deschaintre Niloy J. Mitra Tobias Ritschel 3DV 22 66 0 23 Feb 2021
Cell abundance aware deep learning for cell detection on highly imbalanced pathological data Y. Hagos Catherine S. Y. Lecat Dominic Patel L. Lee T. Tran M. Rodríguez-Justo K. Yong Yinyin Yuan 20 6 0 23 Feb 2021
Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training Brendon Lutnick L. Murali Brandon G. Ginley Avi Z. Rosenberg P. Sarder 26 10 0 23 Feb 2021
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images L. Ding H. Tang Yahui Liu Yilei Shi Xiaoxiang Zhu Lorenzo Bruzzone 3DPC GAN 26 44 0 22 Feb 2021
Interpretative Computer-aided Lung Cancer Diagnosis: from Radiology Analysis to Malignancy Evaluation Shaohua Zheng Zhiqiang Shen Chenhao Pei Wangbin Ding Haojin Lin Jie-xuan Zheng Lin Pan Bin Zheng Liqin Huang 16 25 0 22 Feb 2021
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification Yixin Li Xinran Wu Chen Li Changhao Sun M. Rahaman Hao Chen Yudong Yao Xiaoyan Li Yong Zhang Tao Jiang 32 24 0 21 Feb 2021
A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images Fubao Zhu Zheng Gao Chen Zhao Hai Zhu Yong Dong Jingfeng Jiang N. Dai Weihua Zhou 13 21 0 21 Feb 2021
Trumpets: Injective Flows for Inference and Inverse Problems K. Kothari AmirEhsan Khorashadizadeh Maarten V. de Hoop Ivan Dokmanić TPM 24 50 0 20 Feb 2021
Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images A. Iantsen D. Visvikis M. Hatt 15 59 0 20 Feb 2021
Unsupervised Medical Image Alignment with Curriculum Learning Mihail Burduja Radu Tudor Ionescu 29 12 0 20 Feb 2021
Meta-Learning Dynamics Forecasting Using Task Inference Rui Wang Robin Walters Rose Yu OOD AI4TS AI4CE 27 31 0 20 Feb 2021
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems Clément Playout Ola Ahmad Freddy Lecue Farida Cheriet 22 18 0 19 Feb 2021
Compact and adaptive multiplane images for view synthesis Julia Navarro Neus Sabater 13 4 0 19 Feb 2021
Improving Anytime Prediction with Parallel Cascaded Networks and a Temporal-Difference Loss Michael L. Iuzzolino Michael C. Mozer Samy Bengio OOD 18 11 0 19 Feb 2021
Benefits of Linear Conditioning with Metadata for Image Segmentation A. Lemay C. Gros Olivier Vincent Yaou Liu Joseph Paul Cohen Julien Cohen-Adad AI4CE 30 6 0 18 Feb 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 36 157 0 18 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 48 529 0 18 Feb 2021
Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction Daniel Gehrig Michelle Rüegg Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 41 119 0 18 Feb 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 11 8 0 18 Feb 2021
NFCNN: Toward a Noise Fusion Convolutional Neural Network for Image Denoising Maoyuan Xu Xiaoping Xie 29 14 0 17 Feb 2021
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery Amirabbas Davari Saahil Islam T. Seehaus M. Braun Andreas Maier Vincent Christlein 40 19 0 16 Feb 2021
Joint self-supervised blind denoising and noise estimation J. Ollion Charles Ollion Elisabeth Gassiat Luc Lehéricy Sylvain Le Corff 25 9 0 16 Feb 2021
Deep Equilibrium Architectures for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 49 181 0 16 Feb 2021
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNN Zuohui Chen Qing Yuan Xujie Song Cheng Chen Dan Zhang Yun Xiang Ruigang Liu Qi Xuan MedIm 46 8 0 16 Feb 2021
PSA-Net: Deep Learning based Physician Style-Aware Segmentation Network for Post-Operative Prostate Cancer Clinical Target Volume Anjali Balagopal H. Morgan M. Dohopolski Ramsey Timmerman J. Shan ... D. Nguyen R. Hannan A. Garant N. Desai Steve B. Jiang 24 38 0 15 Feb 2021