U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

Papers citing "U-Net: Convolutional Networks for Biomedical Image Segmentation"

50 / 13,167 papers shown

Title
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning S. Sedai B. Antony Dwarikanath Mahapatra R. Garnavi UQCV 69 62 0 12 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 94 412 0 11 Sep 2018
Efficient Road Lane Marking Detection with Deep Learning Ping-Rong Chen Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin 48 58 0 11 Sep 2018
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation Xiao-Yun Zhou Guang-Zhong Yang 105 80 0 11 Sep 2018
Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks M. Schreiber S. Hörmann Klaus C. J. Dietmayer 82 66 0 11 Sep 2018
Neural Rendering and Reenactment of Human Actor Videos Lingjie Liu Weipeng Xu Michael Zollhoefer Hyeongwoo Kim Florian Bernard Marc Habermann Wenping Wang Christian Theobalt 3DH DiffM 107 18 0 11 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 81 105 0 10 Sep 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 331 5,129 0 09 Sep 2018
Accelerating Deep Neural Networks with Spatial Bottleneck Modules Junran Peng Lingxi Xie Zhaoxiang Zhang Tieniu Tan Jingdong Wang 63 9 0 07 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 240 2,469 0 06 Sep 2018
Labeling Panoramas with Spherical Hourglass Networks Carlos Esteves Kostas Daniilidis A. Makadia 50 3 0 06 Sep 2018
On the Importance of Visual Context for Data Augmentation in Scene Understanding Nikita Dvornik Julien Mairal Cordelia Schmid 101 84 0 06 Sep 2018
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning Ding Liu Bihan Wen Jianbo Jiao Xianming Liu Zhangyang Wang Thomas S. Huang 77 149 0 06 Sep 2018
Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network V. Singh Hatem A. Rashwan S. Romaní Farhan Akram Nidhi Pandey ... Adel Saleh M. Arenas Miguel Arquez D. Puig J. Torrents-Barrena MedIm GAN 79 186 0 05 Sep 2018
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks? Marcela Carvalho Bertrand Le Saux Pauline Trouvé-Peloux Andrés Almansa F. Champagnat 3DV MDE 81 59 0 05 Sep 2018
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 91 605 0 04 Sep 2018
Modeling Surface Appearance from a Single Photograph using Self-augmented Convolutional Neural Networks Xiao Li Yue Dong Pieter Peers Xin Tong SSL 74 173 0 04 Sep 2018
Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction Dipendra Kumar Misra Andrew Bennett Valts Blukis Eyvind Niklasson Max Shatkhin Yoav Artzi LM&Ro 111 189 0 04 Sep 2018
Deep Smoke Segmentation Feiniu Yuan Lin Zhang Xue Xia Boyang Wan Qinghua Huang Xuelong Li 52 104 0 04 Sep 2018
Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks Zhixiang Hao Yu Li Shaodi You Feng Lu MDE 132 88 0 03 Sep 2018
PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks Marc Assens Xavier Giró-i-Nieto Kevin McGuinness Noel E. O'Connor GAN 90 73 0 03 Sep 2018
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes Zongji Wang Feng Lu 3DPC 66 113 0 01 Sep 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes Ken C. L. Wong Mehdi Moradi Hui Tang Tanveer Syeda-Mahmood 3DV SSeg 84 192 0 31 Aug 2018
Fully Dense UNet for 2D Sparse Photoacoustic Tomography Artifact Removal Steven Guan Amir A. Khan S. Sikdar P. Chitnis 74 417 0 31 Aug 2018
Automated segmentation on the entire cardiac cycle using a deep learning work-flow N. Savioli M. Vieira P. Lamata Giovanni Montana 67 26 0 31 Aug 2018
A Unified Mammogram Analysis Method via Hybrid Deep Supervision Rongzhao Zhang Han Zhang Albert C. S. Chung 34 8 0 31 Aug 2018
PanoRoom: From the Sphere to the 3D Layout Clara Fernandez-Labrador José M. Fácil Alejandro Pérez-Yus C. Demonceaux Jose J. Guerrero 3DPC 82 13 0 29 Aug 2018
Chest X-ray Inpainting with Deep Generative Models Ecem Sogancioglu Shi Hu Davide Belli Bram van Ginneken GAN MedIm 59 20 0 29 Aug 2018
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net Heyi Li Dongdong Chen B. Nailon Mike Davies Dave Laurenson SSeg 69 48 0 27 Aug 2018
Iterative multi-path tracking for video and volume segmentation with sparse point supervision Laurent Lejeune Jan Grossrieder Raphael Sznitman VOS 57 11 0 27 Aug 2018
Task adapted reconstruction for inverse problems J. Adler Sebastian Lunz Olivier Verdier Carola-Bibiane Schönlieb Ozan Oktem 75 43 0 27 Aug 2018
HMS-Net: Hierarchical Multi-scale Sparsity-invariant Network for Sparse Depth Completion Zixuan Huang Junming Fan Shenggan Cheng Shuai Yi Xiaogang Wang Hongsheng Li 3DV 86 139 0 27 Aug 2018
Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs Jerry Li GAN CVBM 73 20 0 26 Aug 2018
Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net Yueyue Wang Liang Zhao Zhijian Song Manning Wang 63 70 0 25 Aug 2018
Multi-scale CNN stereo and pattern removal technique for underwater active stereo system Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 3DV 101 3 0 25 Aug 2018
From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities Parnian Afshar Arash Mohammadi Konstantinos N. Plataniotis A. Oikonomou Habib Benali MedIm 76 209 0 23 Aug 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 130 382 0 23 Aug 2018
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 114 1,487 0 22 Aug 2018
Rethinking Monocular Depth Estimation with Adversarial Training Richard J. Chen Faisal Mahmood Alan Yuille Nicholas J. Durr GAN MDE 128 44 0 22 Aug 2018
A Deep Neural Network for Pixel-Level Electromagnetic Particle Identification in the MicroBooNE Liquid Argon Time Projection Chamber MicroBooNE collaboration C. Adams C. Adams M. Alrashed Rui An J. Anthony ... G. Yarbrough L. Yates G. Zeller J. Zennamo Chenyi Zhang 51 66 0 22 Aug 2018
Deep Video-Based Performance Cloning Kfir Aberman Mingyi Shi Jing Liao Dani Lischinski Baoquan Chen Daniel Cohen-Or VGen 74 82 0 21 Aug 2018
CU-Net: Coupled U-Nets Zhiqiang Tang Xi Peng Shijie Geng Yizhe Zhu Dimitris N. Metaxas 85 44 0 20 Aug 2018
CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy images A. Pal Akshay Chaturvedi Utpal Garain Aditi Chandra R. Chatterjee Swapan Senapati 22 13 0 20 Aug 2018
Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard W. Bulten Péter Bándi Jeffrey Hoven Rob van de Loo J. Lotz Nick Weiss Jeroen van der Laak Bram van Ginneken C. Hulsbergen–van de Kaa G. Litjens 48 151 0 17 Aug 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model Chao-Han Huck Yang Fangyu Liu Jia-Hong Huang Meng Tian Hiromasa Morikawa I-Hung Lin Yi-Chieh Liu Hao-Hsiang Yang Jesper N. Tegnér 81 18 0 16 Aug 2018
AnatomyNet: Deep Learning for Fast and Fully Automated Whole-volume Segmentation of Head and Neck Anatomy Wentao Zhu Yufang Huang Liang Zeng Xuming Chen Yong Liu Zhen Qian Nan Du Wei Fan Xiaohui Xie SSeg 3DPC 62 441 0 15 Aug 2018
Building medical image classifiers with very limited data using segmentation networks Ken C. L. Wong Tanveer Syeda-Mahmood Mehdi Moradi 73 66 0 15 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 106 298 0 15 Aug 2018
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation Lucian Trestioreanu 86 2 0 15 Aug 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 61 36 0 14 Aug 2018