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
Simultaneous Denoising and Motion Estimation for Low-dose Gated PET using a Siamese Adversarial Network with Gate-to-Gate Consistency Learning Bo Zhou Yu-Jung Tsai Chi Liu MedIm AAML 34 8 0 14 Sep 2020
EfficientSeg: An Efficient Semantic Segmentation Network V. B. Yesilkaynak Y. Sahin Gözde B. Ünal SSeg 36 8 0 14 Sep 2020
Adaptive Convolution Kernel for Artificial Neural Networks F. B. Tek Ilker Çam D. Karli 26 14 0 14 Sep 2020
Unsupervised learning for vascular heterogeneity assessment of glioblastoma based on magnetic resonance imaging: The Hemodynamic Tissue Signature Javier Juan-Albarracín 20 0 0 14 Sep 2020
Old Photo Restoration via Deep Latent Space Translation Bo Liu Bo Zhang Dongdong Chen Peiying Zhang Dong Chen Jing Liao Fang Wen 57 68 0 14 Sep 2020
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network Qiang Ning W. Dong Guangming Shi Leida Li Xin Li 71 46 0 14 Sep 2020
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping B. Adriano Naoto Yokoya J. Xia H. Miura Wen Liu M. Matsuoka Shunichi Koshimura 116 104 0 14 Sep 2020
VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image Data Yifan Wang Guoli Yan Haikuan Zhu S. Buch Ying Wang E. Haacke Jing Hua Z. Zhong 41 33 0 14 Sep 2020
GINet: Graph Interaction Network for Scene Parsing Tianyi Wu Yu Lu Yu Zhu Chuang Zhang Ming Wu Zhanyu Ma G. Guo GNN 64 37 0 14 Sep 2020
Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network Nuobei Xie Kuang Gong Ning Guo ZhiXing Qin Jianan Cui Zhifang Wu Huafeng Liu Quanzheng Li MedIm 18 5 0 13 Sep 2020
Deep learning denoising for EOG artifacts removal from EEG signals N. Mashhadi Abolfazl Zargari Khuzani Morteza Heidari Donya Khaledyan 66 26 0 12 Sep 2020
Segmentation of Lungs in Chest X-Ray Image Using Generative Adversarial Networks Faizan Munawar Shoaib Azmat Talha Iqbal C. Grönlund Hazrat Ali GAN MedIm 66 61 0 12 Sep 2020
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming Mulham Fawakherji Ciro Potena Alberto Pretto D. Bloisi Daniele Nardi 63 76 0 12 Sep 2020
Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Lipei Zhang Aozhi Liu Jing Xiao P. Taylor 71 23 0 11 Sep 2020
Object Recognition for Economic Development from Daytime Satellite Imagery Klaus Ackermann A. Chernikov Nandini Anantharama Miethy Zaman P. Raschky 17 2 0 11 Sep 2020
COVID CT-Net: Predicting Covid-19 From Chest CT Images Using Attentional Convolutional Network Shakib Yazdani Shervin Minaee R. Kafieh N. Saeedizadeh Milan Sonka MedIm 65 32 0 10 Sep 2020
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks Alberto Bailoni Constantin Pape Steffen Wolf Anna Kreshuk Fred Hamprecht ISeg 77 7 0 10 Sep 2020
Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images Julian Alberto Palladino D. Slezak Enzo Ferrante OOD MedIm 62 28 0 10 Sep 2020
Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learning N. Cronin T. Finni O. Seynnes 28 20 0 10 Sep 2020
Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Paschalis A. Bizopoulos N. Vretos P. Daras 107 17 0 10 Sep 2020
Quantifying the Preferential Direction of the Model Gradient in Adversarial Training With Projected Gradient Descent Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 60 12 0 10 Sep 2020
Enhanced Quadratic Video Interpolation Yihao Liu Liangbin Xie Liu Siyao Wenxiu Sun Yu Qiao Chao Dong 78 85 0 10 Sep 2020
Assignment Flow for Order-Constrained OCT Segmentation Dmitrij Sitenko Bastian Boll Christoph Schnörr 56 7 0 10 Sep 2020
Fully Convolutional Graph Neural Networks for Parametric Virtual Try-On R. Vidaurre I. Santesteban Elena Garces Dan Casas AI4CE 3DH 74 79 0 09 Sep 2020
Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo Jieneng Chen Tao Song Yinan Chen Guotai Wang Shaoting Zhang 88 548 0 09 Sep 2020
Plant Diseases recognition on images using Convolutional Neural Networks: A Systematic Review A. Abade P. Ferreira Flávio de Barros Vidal 71 221 0 09 Sep 2020
MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism Kecheng Zhang Yukun Su Xiwang Guo Liang Qi Zhenbing Zhao CVBM GAN 61 44 0 09 Sep 2020
Generalizing Complex/Hyper-complex Convolutions to Vector Map Convolutions Chase J. Gaudet Anthony Maida 31 5 0 09 Sep 2020
Is Each Layer Non-trivial in CNN? Wei Wang Yanjie Zhu Zhuoxu Cui Dongyue Liang 8 0 0 09 Sep 2020
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification G. Liang Yu Zhang Xiaoqin Wang Nathan Jacobs UQCV 78 61 0 09 Sep 2020
Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors Prathmesh Madhu Tilman Marquart Ronak Kosti Peter Bell Andreas Maier Vincent Christlein CoGe 66 19 0 08 Sep 2020
Self-Supervised Scale Recovery for Monocular Depth and Egomotion Estimation Brandon Wagstaff Jonathan Kelly MDE 99 32 0 08 Sep 2020
Hierarchical Message-Passing Graph Neural Networks Zhiqiang Zhong Cheng-Te Li Jun Pang 94 50 0 08 Sep 2020
VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network Peiying Zhang Chenhui Li Changbo Wang 68 42 0 07 Sep 2020
Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable Yang Liu Zhenyue Qin Saeed Anwar Sabrina Caldwell Tom Gedeon 42 19 0 07 Sep 2020
Towards learned optimal q-space sampling in diffusion MRI Tomer Weiss S. Vedula Ortal Senouf O. Michailovich A. Bronstein MedIm 36 3 0 07 Sep 2020
DV-ConvNet: Fully Convolutional Deep Learning on Point Clouds with Dynamic Voxelization and 3D Group Convolution Zhaoyu Su P. S. Tan J. Chow Jimmy Wu Yehur Cheong Yu-Hsing Wang 3DPC 38 2 0 07 Sep 2020
The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net Ayat Abedalla Malak Abdullah M. Al-Ayyoub E. Benkhelifa 44 13 0 06 Sep 2020
Deep Learning for Automatic Spleen Length Measurement in Sickle Cell Disease Patients Z. Yuan Esther Puyol-Antón Haran Jogeesvaran C. Reid B. Inusa A. King 28 3 0 06 Sep 2020
Max-Fusion U-Net for Multi-Modal Pathology Segmentation with Attention and Dynamic Resampling Haochuan Jiang Chengjia Wang A. Chartsias Sotirios A. Tsaftaris MedIm 60 8 0 05 Sep 2020
Fast ultrasonic imaging using end-to-end deep learning G. Pilikos L. Horchens K. Batenburg Tristan van Leeuwen F. Lucka MedIm 34 8 0 04 Sep 2020
Looking for change? Roll the Dice and demand Attention F. Diakogiannis F. Waldner P. Caccetta 121 68 0 04 Sep 2020
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models Adrian Galdran André Anjos José Dolz H. Chakor H. Lombaert Ismail Ben Ayed SSeg 43 18 0 03 Sep 2020
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking Dimitris Perdios Manuel Vonlanthen Florian Martinez M. Arditi Jean-Philippe Thiran 45 27 0 03 Sep 2020
Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency Bo Zhou S. Kevin Zhou James S. Duncan Chi Liu 120 8 0 03 Sep 2020
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Peyman Tahghighi R. Zoroofi Sareh Saffi Alireza Ramezani GAN MedIm 15 1 0 03 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 73 10 0 03 Sep 2020
DESC: Domain Adaptation for Depth Estimation via Semantic Consistency Adrian Lopez-Rodriguez K. Mikolajczyk MDE 96 45 0 03 Sep 2020
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Ce Zhang Jianlin Su P. M. Atkinson SSeg 106 387 0 03 Sep 2020
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method Zixiang Zhao Jiangshe Zhang Shuang Xu Rui Feng Chunxia Zhang Junmin Liu 34 2 0 02 Sep 2020