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
Pose Neural Fabrics Search Sen Yang Wankou Yang Zhen Cui 39 18 0 16 Sep 2019
$360^o$ Surface Regression with a Hyper-Sphere Loss Antonis Karakottas N. Zioulis Stamatis Samaras Dimitrios Ataloglou V. Gkitsas D. Zarpalas P. Daras 3DH 22 8 0 16 Sep 2019
Visuomotor Understanding for Representation Learning of Driving Scenes Seokju Lee Junsik Kim Tae-Hyun Oh Yongseop Jeong Donggeun Yoo Stephen Lin In So Kweon SSL 25 11 0 16 Sep 2019
Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods T. Dey Jiayuan Wang Yusu Wang 11 18 0 15 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation Li Zhang Xiangtai Li Anurag Arnab Kuiyuan Yang Yunhai Tong Philip Torr GNN 31 172 0 13 Sep 2019
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency Guillaume Rochette Chris Russell Richard Bowden 3DH 27 14 0 13 Sep 2019
Hybrid Cascaded Neural Network for Liver Lesion Segmentation Raunak Dey Yi Hong 29 21 0 11 Sep 2019
Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation Jue Jiang Jason Hu N. Tyagi A. Rimner S. Berry Joseph O. Deasy Harini Veeraraghavan 24 38 0 10 Sep 2019
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images Christiane Zimmermann Duygu Ceylan Jimei Yang Bryan C. Russell Max Argus Thomas Brox 3DH 189 399 0 10 Sep 2019
Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation ZENGMING SHEN Yifan Chen S. Kevin Zhou Bogdan Georgescu Xuqi Liu Thomas S. Huang SSL MedIm 21 1 0 09 Sep 2019
Learning Geometrically Consistent Mesh Corrections Stefan Saftescu Paul Newman 3DV 21 1 0 08 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 25 70 0 08 Sep 2019
NuClick: From Clicks in the Nuclei to Nuclear Boundaries Mostafa Jahanifar Navid Alemi Koohbanani Nasir M. Rajpoot 28 18 0 07 Sep 2019
Intensity augmentation for domain transfer of whole breast segmentation in MRI L. Hesse Grey Kuling M. Veta Anne L. Martel 17 5 0 05 Sep 2019
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking Anna Kukleva M. A. Khan Hafez Farazi Sven Behnke 18 6 0 05 Sep 2019
3D U $^2$ -Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Chao Huang Hu Han Qingsong Yao Shankuan Zhu S. Kevin Zhou OOD SSeg 29 71 0 04 Sep 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 25 84 0 03 Sep 2019
ForkNet: Multi-branch Volumetric Semantic Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DV 3DPC 25 56 0 03 Sep 2019
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 63 125 0 03 Sep 2019
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures Jordan Hoffmann Louis Maestrati Yoshihide Sawada Jian Tang Jean Michel D. Sellier Yoshua Bengio DiffM 3DV 30 66 0 03 Sep 2019
Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge Gianmarco Santini Noémie Moreau M. Rubeaux 8 31 0 02 Sep 2019
Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 39 14 0 30 Aug 2019
Recursive Visual Sound Separation Using Minus-Plus Net Xudong Xu Bo Dai Dahua Lin 35 91 0 30 Aug 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 6 303 0 29 Aug 2019
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images C. Koyuncu G. N. Gunesli R. Cetin-Atalay Cigdem Demir 25 25 0 29 Aug 2019
Distributed Deep Learning for Precipitation Nowcasting S. Samsi Christopher J. Mattioli Mark S. Veillette 32 23 0 28 Aug 2019
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation Junlin Yang Nicha Dvornek Fan Zhang Juntang Zhuang Julius Chapiro Mingde Lin James S. Duncan FedML OOD MedIm 32 17 0 27 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 33 751 0 27 Aug 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 30 671 0 27 Aug 2019
A Weakly Supervised Method for Instance Segmentation of Biological Cells F. Guerrero-Peña Pedro Diamel Marrero Fernández Ing Ren Tsang Alexandre Cunha 19 14 0 26 Aug 2019
End-to-End Conditional GAN-based Architectures for Image Colourisation Marc Górriz M. Mrak Alan F. Smeaton Noel E. O'Connor GAN 11 27 0 26 Aug 2019
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes Bo-wen Li W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 13 26 0 26 Aug 2019
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans Yucheng Liu Naji Khosravan Yulin Liu J. Stember Jonathan E. Shoag Christopher E. Barbieri Ulas Bagci S. Jambawalikar MedIm 24 19 0 26 Aug 2019
Customized OCT images compression scheme with deep neural network Pengfei Guo Dawei Li Xingde Li MedIm 11 0 0 24 Aug 2019
Deep Camera: A Fully Convolutional Neural Network for Image Signal Processing Sivalogeswaran Ratnasingam 28 41 0 24 Aug 2019
Planning Beyond the Sensing Horizon Using a Learned Context M. Everett Justin Miller Jonathan P. How 24 15 0 24 Aug 2019
EyeNet: A Multi-Task Network for Off-Axis Eye Gaze Estimation and User Understanding Zhengyang Wu Srivignesh Rajendran Tarrence van As Joelle Zimmermann Vijay Badrinarayanan Andrew Rabinovich 19 12 0 24 Aug 2019
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs Antonio Garcia-Uceda Juarez Raghavendra Selvan Z. Saghir Marleen de Bruijne 6 72 0 22 Aug 2019
EGNet:Edge Guidance Network for Salient Object Detection Jiaxing Zhao Jiangjiang Liu Deng-Ping Fan Yang Cao Jufeng Yang Ming-Ming Cheng 26 903 0 22 Aug 2019
DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer Haoliang Sun Ronak R. Mehta H. Zhou Z. Huang Sterling C. Johnson V. Prabhakaran Vikas Singh MedIm 31 46 0 21 Aug 2019
Pixel-wise Segmentation of Right Ventricle of Heart Yaman Dang Deepak Anand A. Sethi 16 5 0 21 Aug 2019
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging Elke Kirschbaum Alberto Bailoni Fred Hamprecht 16 19 0 21 Aug 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation Zhen Zhu Mengde Xu S. Bai Tengteng Huang X. Bai 28 602 0 21 Aug 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Dongdong Hou MedIm 27 48 0 21 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,534 0 20 Aug 2019
DeepSketchHair: Deep Sketch-based 3D Hair Modeling Yuefan Shen Changgeng Zhang Hongbo Fu Kun Zhou Youyi Zheng 3DV 3DH 31 39 0 20 Aug 2019
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data W. Whiteley W. K. Luk J. Gregor 3DV AI4TS 29 54 0 19 Aug 2019
GLAMpoints: Greedily Learned Accurate Match points Prune Truong S. Apostolopoulos Agata Mosinska Samuel Stucky Carlos Ciller Sandro De Zanet 3DPC 13 63 0 19 Aug 2019
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification Congcong Wen Lina Yang Ling Peng Xiang Li T. Chi 3DPC 26 99 0 19 Aug 2019
Audio query-based music source separation Jie Hwan Lee Hyeong-Seok Choi Kyogu Lee 28 44 0 19 Aug 2019