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
Deep learning with noisy labels: exploring techniques and remedies in medical image analysis Davood Karimi Haoran Dou Simon K. Warfield Ali Gholipour NoLa 24 535 0 05 Dec 2019
KeyPose: Multi-View 3D Labeling and Keypoint Estimation for Transparent Objects Xingyu Liu Rico Jonschkowski A. Angelova K. Konolige 3DH 25 119 0 05 Dec 2019
MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learning Tomaso Fontanini Eleonora Iotti Luca Donati Andrea Prati GAN AI4CE 32 23 0 05 Dec 2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 36 44 0 03 Dec 2019
IPG-Net: Image Pyramid Guidance Network for Small Object Detection Ziming Liu Guangyu Gao Lin Sun Lingyu Fang ObjD 21 53 0 02 Dec 2019
Biometrics Recognition Using Deep Learning: A Survey Shervin Minaee AmirAli Abdolrashidi Hang Su Bennamoun David C. Zhang 21 84 0 30 Nov 2019
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Alireza Mehrtash W. Wells C. Tempany Purang Abolmaesumi Tina Kapur OOD FedML UQCV 24 264 0 29 Nov 2019
J-Net: Randomly weighted U-Net for audio source separation Bo Chen Yen-Min Hsu Hung-yi Lee 25 2 0 29 Nov 2019
DeepGoal: Learning to Drive with driving intention from Human Control Demonstration Huifang Ma Yue Wang R. Xiong S. Kodagoda Li Tang 23 6 0 28 Nov 2019
Fully Unsupervised Probabilistic Noise2Void M. Prakash Manan Lalit P. Tomančák Alexander Krull Florian Jug DiffM 17 44 0 27 Nov 2019
DoveNet: Deep Image Harmonization via Domain Verification Wenyan Cong Jianfu Zhang Li Niu Liu Liu Zhixin Ling Weiyuan Li Liqing Zhang 36 205 0 27 Nov 2019
Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery with Deep Feature Maps Yang Jiao Monica M. C. Weng Mei Yang 31 3 0 26 Nov 2019
Scaling Out-of-Distribution Detection for Real-World Settings Dan Hendrycks Steven Basart Mantas Mazeika Andy Zou Joe Kwon Mohammadreza Mostajabi Jacob Steinhardt D. Song OODD 17 455 0 25 Nov 2019
End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances Marin Toromanoff É. Wirbel Fabien Moutarde OffRL 44 205 0 25 Nov 2019
Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution Yitong Yan Chuangchuang Liu Changyou Chen Xianfang Sun Longcun Jin Xiang Zhou GAN 33 51 0 25 Nov 2019
xBD: A Dataset for Assessing Building Damage from Satellite Imagery Ritwik Gupta Richard Hosfelt Sandra Sajeev N. Patel B. Goodman Jigar Doshi Eric T. Heim Howie Choset Matthew E. Gaston 11 271 0 21 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 30 234 0 20 Nov 2019
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani Vivek Natarajan David Coz Yuan Liu GAN MedIm 21 98 0 20 Nov 2019
Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction Mehdi Amian Mohammadreza Soltaninejad 30 32 0 19 Nov 2019
Live Face De-Identification in Video Oran Gafni Lior Wolf Yaniv Taigman CVBM PICV 24 134 0 19 Nov 2019
Dense Fusion Classmate Network for Land Cover Classification Chao Tian Cong Li Jianping Shi 24 33 0 19 Nov 2019
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets S. Ha Martin Kersner Beomsu Kim Seokjun Seo Dongyoung Kim CVBM 22 163 0 19 Nov 2019
Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing Bernhard Stimpel Christopher Syben Franziska Schirrmacher P. Hoelter Arnd Dörfler Andreas Maier MedIm 24 23 0 18 Nov 2019
The inD Dataset: A Drone Dataset of Naturalistic Road User Trajectories at German Intersections Julian Bock R. Krajewski Tobias Moers Steffen Runde Lennart Vater L. Eckstein AI4TS 13 352 0 18 Nov 2019
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation Yibo Yang Hongyang Li Xia Li Qijie Zhao Jianlong Wu Zhouchen Lin ISeg 21 62 0 18 Nov 2019
Automated Human Claustrum Segmentation using Deep Learning Technologies A. Albishri Syed Jawad Hussain Shah Anthony Schmiedler S. Kang Yugyung Lee 27 4 0 18 Nov 2019
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training Dongwon Park Dong un Kang Jisoo Kim S. Chun 18 204 0 18 Nov 2019
Scale- and Context-Aware Convolutional Non-intrusive Load Monitoring Kunjin Chen Yu Zhang Qin Wang Jun Hu Hang Fan Jinliang He 33 92 0 17 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange P. Halvorsen H. Johansen SSeg 27 892 0 16 Nov 2019
Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration Robert Grupp Mathias Unberath Cong Gao Rachel A. Hegeman Ryan J. Murphy C. Alexander Y. Otake Benjamin A. McArthur Mehran Armand Russell H. Taylor 22 55 0 16 Nov 2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 28 143 0 15 Nov 2019
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling Ruizhe Zhao Brian K. Vogel Tanvir Ahmed Wayne Luk 17 37 0 14 Nov 2019
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module Liang Xie Chao Xiang Zhengxu Yu Guodong Xu Zheng Yang Deng Cai Xiaofei He 3DPC 25 203 0 14 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 18 104 0 13 Nov 2019
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data Huidong Xie Hongming Shan Ge Wang MedIm 19 29 0 13 Nov 2019
Disentangle, align and fuse for multimodal and semi-supervised image segmentation A. Chartsias G. Papanastasiou Chengjia Wang S. Semple D. Newby R. Dharmakumar Sotirios A. Tsaftaris 24 13 0 11 Nov 2019
Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning Steven Guan Amir A. Khan S. Sikdar P. Chitnis 21 92 0 11 Nov 2019
Building Effective Large-Scale Traffic State Prediction System: Traffic4cast Challenge Solution Yang Liu Fanyou Wu B. Yu Zhiyuan Liu Jieping Ye AI4TS 28 6 0 11 Nov 2019
Seismic data interpolation based on U-net with texture loss Wenqian Fang Lihua Fu Meng Zhang Zhiming Li 3DV 4 59 0 11 Nov 2019
IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tracking in Ultrasound Video Data using Peripheral Vision Mohammad Mozaffari Md. Aminur Rab Ratul Won-Sook Lee 28 2 0 10 Nov 2019
Human Driver Behavior Prediction based on UrbanFlow Zhiqian Qiao J. Zhao Zachariah Tyree P. Mudalige J. Schneider John M. Dolan 11 6 0 09 Nov 2019
Deep learning for cardiac image segmentation: A review Chia-Ju Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 64 674 0 09 Nov 2019
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network Ke Xu K. Guan Jian-wei Peng Yunan Luo Sibo Wang 3DPC 19 20 0 09 Nov 2019
AIM 2019 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis Bolun Zheng ... Sourya Dipta Das Kuldeep Purohit Praveen Kandula Maitreya Suin A. N. Rajagopalan 37 38 0 08 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 18 218 0 06 Nov 2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis 26 31 0 06 Nov 2019
Predictive modeling of brain tumor: A Deep learning approach Priyansh Saxena Akshat Maheshwari Saumil Maheshwari MedIm 13 109 0 06 Nov 2019
One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation Mathias Perslev Erik Dam A. Pai Christian Igel SSeg VLM MedIm 21 82 0 05 Nov 2019
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice J. Bertels Tom Eelbode Maxim Berman Dirk Vandermeulen F. Maes R. Bisschops Matthew Blaschko 13 251 0 05 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 16 0 03 Nov 2019