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
Depthwise-STFT based separable Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman OOD MDE 50 5 0 27 Jan 2020
Polygames: Improved Zero Learning Tristan Cazenave Yen-Chi Chen Guanting Chen Shi-Yu Chen Xian-Dong Chiu ... O. Teytaud Shi-Cheng Ye Yi-Jun Ye Shi-Jim Yen Sergey Zagoruyko OffRL 49 33 0 27 Jan 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze A. Emre Kavur E. Gall N. Gezer Y. Meur M. Alper Selver F. Rousseau SSeg MedIm 65 104 0 26 Jan 2020
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos Aysegül Dündar Kevin J. Shih Animesh Garg R. Pottorf Andrew Tao Bryan Catanzaro 49 34 0 26 Jan 2020
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives Darvin Yi E. Grøvik Michael Iv E. Tong Greg Zaharchuk D. Rubin OOD 56 2 0 26 Jan 2020
Curriculum Audiovisual Learning Di Hu Zechuan Wang Haoyi Xiong Dong Wang Feiping Nie Dejing Dou SSL 63 32 0 26 Jan 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images Anjany Sekuboyina M. Husseini Amirhossein Bayat Maximilian Löffler Hans Liebl ... Ben Glocker A. Valentinitsch Markus Rempfler Bjorn H. Menze Jan S. Kirschke 97 260 0 24 Jan 2020
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation Juan Miguel Valverde Artem Shatillo Riccardo De Feo O. Gröhn Alejandra Sierra Jussi Tohka MedIm 44 21 0 24 Jan 2020
Deep Non-Line-of-Sight Reconstruction Javier Grau Chopite M. Hullin Michael Wand Julian Iseringhausen 3DV 78 55 0 24 Jan 2020
Plant Stem Segmentation Using Fast Ground Truth Generation Changye Yang Sriram Baireddy Yuhao Chen Enyu Cai Denise Caldwell V. Méline A. Iyer-Pascuzzi Edward J. Delp 11 3 0 24 Jan 2020
Cloud and Cloud Shadow Segmentation for Remote Sensing Imagery via Filtered Jaccard Loss Function and Parametric Augmentation S. Mohajerani Parvaneh Saeedi 75 23 0 23 Jan 2020
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 71 38 0 23 Jan 2020
Information Compensation for Deep Conditional Generative Networks Zehao Wang Kaili Wang Tinne Tuytelaars José Oramas GAN CML DRL 31 0 0 23 Jan 2020
Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning Timo Kepp H. Sudkamp C. V. D. Burchard Hendrik Schenke P. Koch G. Hüttmann J. Roider M. Heinrich Heinz Handels 43 11 0 23 Jan 2020
A Hypersensitive Breast Cancer Detector S. Pedemonte Brent Mombourquette Alexis Goh Trevor Tsue Aaron Long Sadanand Singh Thomas P. Matthews Meet Shah Jason Su 11 0 0 23 Jan 2020
Automatic phantom test pattern classification through transfer learning with deep neural networks Rafael B. Fricks Justin Solomon Ehsan Samei MedIm 32 0 0 22 Jan 2020
ResDepth: Learned Residual Stereo Reconstruction Corinne Stucker Konrad Schindler 142 24 0 22 Jan 2020
A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency Tien-Dung Cao Tram Truong-Huu H. Tran K. Tran FedML 36 28 0 22 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 84 111 0 21 Jan 2020
PatchPerPix for Instance Segmentation Peter Hirsch Lisa Mais Dagmar Kainmueller 3DV ISeg 64 30 0 21 Jan 2020
P $^2$ -GAN: Efficient Style Transfer Using Single Style Image Zhentan Zheng Jianyi Liu GAN 48 13 0 21 Jan 2020
Learning to Control PDEs with Differentiable Physics Philipp Holl V. Koltun Nils Thuerey AI4CE PINN 87 189 0 21 Jan 2020
An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images Monika Grewal T. Deist J. Wiersma Peter A. N. Bosman Tanja Alderliesten MedIm 33 14 0 21 Jan 2020
Secure and Robust Machine Learning for Healthcare: A Survey A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 98 392 0 21 Jan 2020
Breast lesion segmentation in ultrasound images with limited annotated data Bahareh Behboodi M. Amiri Rupert Brooks H. Rivaz 25 10 0 21 Jan 2020
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue Yijie Zhang Kevin de Haan Y. Rivenson Jingxi Li A. Delis Aydogan Ozcan 77 129 0 20 Jan 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 67 82 0 20 Jan 2020
MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning Simon Vandenhende Stamatios Georgoulis Luc Van Gool 124 226 0 19 Jan 2020
Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training C. J. Preetha J. Kloss F. Wehrtmann Lalith Sharan C. Fan Beat Peter Müller-Stich Felix Nickel Sandy Engelhardt 31 2 0 19 Jan 2020
Gated Path Selection Network for Semantic Segmentation Qichuan Geng Hong Zhang Xiaojuan Qi Ruigang Yang Zhong Zhou Gao Huang 103 25 0 19 Jan 2020
From Speech-to-Speech Translation to Automatic Dubbing Marcello Federico Robert Enyedi Roberto Barra-Chicote Ritwik Giri Umut Isik A. Krishnaswamy Hassan Sawaf 106 43 0 19 Jan 2020
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation Zhun Fan Jiahong Wei Guijie Zhu Jiajie Mo Wenji Li 64 8 0 18 Jan 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 139 632 0 17 Jan 2020
SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On Surgan Jandial Ayush Chopra Kumar Ayush Mayur Hemani Abhijeet Kumar Balaji Krishnamurthy DiffM 3DH 94 66 0 17 Jan 2020
Deep Neural Networks with Trainable Activations and Controlled Lipschitz Constant Shayan Aziznejad Harshit Gupta Joaquim Campos M. Unser 75 36 0 17 Jan 2020
Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition Wenxuan Wang Yanwei Fu Qiang Sun Tao Chen Chenjie Cao Ziqi Zheng Guoqiang Xu Han Qiu Yu-Gang Jiang Xiangyang Xue CVBM 78 14 0 17 Jan 2020
Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data A. V. Etten Jacob Shermeyer Daniel Hogan N. Weir Ryan Lewis 30 9 0 16 Jan 2020
Substituting Gadolinium in Brain MRI Using DeepContrast Haoran Sun Xueqing Liu Xinyang Feng Chen Liu Nanyan Zhu ... P. Canoll Andrew F. Laine J. Vaughan S. Small Jia Guo 27 17 0 15 Jan 2020
DGCM-Net: Dense Geometrical Correspondence Matching Network for Incremental Experience-based Robotic Grasping T. Patten Kiru Park Markus Vincze 87 31 0 15 Jan 2020
Everybody's Talkin': Let Me Talk as You Want Linsen Song Wayne Wu Chao Qian Ran He Chen Change Loy DiffM VGen 79 147 0 15 Jan 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation Fanjie Kong Bohao Huang Kyle Bradbury Jordan M. Malof 59 38 0 15 Jan 2020
Learning multiview 3D point cloud registration Zan Gojcic Caifa Zhou Jan Dirk Wegner Leonidas Guibas Tolga Birdal 3DPC 114 167 0 15 Jan 2020
Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks Diedre Carmo Bruna Silva C. Yasuda Letícia Rittner R. Lotufo 130 45 0 14 Jan 2020
DeepFactors: Real-Time Probabilistic Dense Monocular SLAM J. Czarnowski Tristan Laidlow R. Clark Andrew J. Davison MDE 129 177 0 14 Jan 2020
Machine Learning Pipeline for Segmentation and Defect Identification from High Resolution Transmission Electron Microscopy Data Catherine K. Groschner Christina Choi M. Scott 30 37 0 14 Jan 2020
Total Deep Variation for Linear Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock 98 89 0 14 Jan 2020
Neural Human Video Rendering by Learning Dynamic Textures and Rendering-to-Video Translation Lingjie Liu Weipeng Xu Marc Habermann Michael Zollhoefer Florian Bernard Hyeongwoo Kim Wenping Wang Christian Theobalt 3DH 131 20 0 14 Jan 2020
Deep Learning for ECG Segmentation V. Moskalenko N. Zolotykh Grigory V. Osipov 41 69 0 14 Jan 2020
Structured Consistency Loss for semi-supervised semantic segmentation Jongmok Kim JooYoung Jang Hyunwoo Park SeongAh Jeong 91 69 0 14 Jan 2020
180-degree Outpainting from a Single Image Zhenqiang Ying A. Bovik 37 7 0 13 Jan 2020