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
Invisible Steganography via Generative Adversarial Networks Ru Zhang Shiqi Dong Jianyi Liu AAML GAN 95 204 0 23 Jul 2018
Iterative Interaction Training for Segmentation Editing Networks G. Bredell C. Tanner E. Konukoglu 66 33 0 23 Jul 2018
Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge M. Veta Y. Heng N. Stathonikos B. Bejnordi F. Beca ... E. Chang Yan Xu Andrew H. Beck P. Diest J. Pluim 95 264 0 22 Jul 2018
Macro-Micro Adversarial Network for Human Parsing Yawei Luo Zhedong Zheng Liang Zheng T. Guan Junqing Yu Yi Yang AAML 220 140 0 22 Jul 2018
Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks Santiago Estrada Sailesh Conjeti M. A. Dedmari Nassir Navab M. Reuter 53 15 0 20 Jul 2018
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning Y. Rivenson Tairan Liu Zhensong Wei Yibo Zhang Aydogan Ozcan 57 329 0 20 Jul 2018
Toward Characteristic-Preserving Image-based Virtual Try-On Network Bochao Wang Huabing Zhang Xiaodan Liang Yimin Chen Liang Lin Meng Yang 3DH 87 391 0 20 Jul 2018
Bounding Box Embedding for Single Shot Person Instance Segmentation Jacob Richeimer Jonathan Mitchell 30 0 0 20 Jul 2018
Automatically Designing CNN Architectures for Medical Image Segmentation Aliasghar Mortazi Ulas Bagci 73 83 0 19 Jul 2018
Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks Benjamin Au Uri Shaham S. Dhruva G. Bouras Ecaterina Cristea A. Lansky A. Coppi F. Warner Shu-Xia Li H. Krumholz 32 18 0 19 Jul 2018
EchoFusion: Tracking and Reconstruction of Objects in 4D Freehand Ultrasound Imaging without External Trackers Bishesh Khanal Alberto Gómez N. Toussaint Jingyu Sun V. Zimmer ... C. Gupta Benjamin Hou Daniel Rueckert Julia A. Schnabel Bernhard Kainz 16 4 0 19 Jul 2018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Vercauteren UQCV MedIm OOD 170 594 0 19 Jul 2018
Method for motion artifact reduction using a convolutional neural network for dynamic contrast enhanced MRI of the liver D. Tamada M. Kromrey H. Onishi U. Motosugi MedIm 48 96 0 18 Jul 2018
An Attention-Based Approach for Single Image Super Resolution Yuan Liu Yuancheng Wang Nan Li Xu Cheng Yifeng Zhang Yongming Huang Guojun Lu SupR 45 43 0 18 Jul 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 122 6,228 0 18 Jul 2018
$3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation$ 3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation Haozhe Jia Yang Song Donghao Zhang Heng-Chiao Huang Dagan Feng M. Fulham Yong-quan Xia Weidong (Tom) Cai 3DPC MedIm 44 10 0 18 Jul 2018
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video Samvit Jain Xin Eric Wang Joseph E. Gonzalez VOS 69 138 0 17 Jul 2018
Deep Exemplar-based Colorization Mingming He Dongdong Chen Jing Liao Pedro Sander Lu Yuan 115 309 0 17 Jul 2018
Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks Hongming Xu T. Hwang SSeg 43 8 0 17 Jul 2018
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation M. Laves J. Bicker L. Kahrs T. Ortmaier 82 96 0 16 Jul 2018
Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps Kristoffer Wickstrøm Michael C. Kampffmeyer Robert Jenssen UQCV 87 77 0 16 Jul 2018
Deep Learning for Semantic Segmentation on Minimal Hardware S. V. Dijk Marcus M. Scheunemann SSeg 33 20 0 15 Jul 2018
Specular-to-Diffuse Translation for Multi-View Reconstruction Shihao Wu Hui Huang Tiziano Portenier Matan Sela Danny Cohen-Or Ron Kimmel Matthias Zwicker DiffM 62 24 0 14 Jul 2018
Real-Time Shape Tracking of Facial Landmarks H. Kim Hyeonwoo Kim Eenjun Hwang 3DPC CVBM 24 8 0 14 Jul 2018
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation Hongwei Bran Li Jianguo Zhang Mark Muhlau Jan Kirschke Bjoern Menze 44 9 0 13 Jul 2018
Automatic segmentation of skin lesions using deep learning Joshua Peter Ebenezer Jagath Rajapakse 21 5 0 13 Jul 2018
Hydranet: Data Augmentation for Regression Neural Networks Florian Dubost Gerda Bortsova H. Adams M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 63 9 0 12 Jul 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 120 919 0 12 Jul 2018
Deep semi-supervised segmentation with weight-averaged consistency targets C. Perone Julien Cohen-Adad OOD 65 72 0 12 Jul 2018
Prostate Segmentation using 2D Bridged U-net Wanli Chen Yue Zhang Junjun He Yu Qiao Yifan Chen Hongjian Shi Xiaoying Tang SSeg 3DV 49 32 0 12 Jul 2018
A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning Awais Mansoor Juan J. Cerrolaza Geovanny F. Perez E. Biggs K. Okada G. Nino M. Linguraru 54 26 0 11 Jul 2018
Sparse Range-constrained Learning and Its Application for Medical Image Grading Jun Cheng 46 15 0 11 Jul 2018
Deep attention-based classification network for robust depth prediction Ruibo Li Ke Xian Chunhua Shen Zhiguo Cao Hao Lu Lingxiao Hang MDE 84 94 0 11 Jul 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Vercauteren 130 383 0 09 Jul 2018
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma Zhuotun Zhu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille MedIm 75 96 0 09 Jul 2018
Semi-parametric Image Inpainting Karim Iskakov 35 15 0 08 Jul 2018
One-shot Texture Segmentation Ivan Ustyuzhaninov Claudio Michaelis Wieland Brendel Matthias Bethge VLM 60 17 0 07 Jul 2018
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery G. Tison Jeffrey Zhang F. Delling Rahul C. Deo 53 154 0 06 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 93 548 0 06 Jul 2018
Deep Sequential Segmentation of Organs in Volumetric Medical Scans A. A. Novikov David Major M. Wimmer Dimitrios Lenis Katja Bühler 64 70 0 06 Jul 2018
Deep Back Projection for Sparse-View CT Reconstruction Dong Hye Ye G. Buzzard M. Ruby Charles A. Bouman MedIm 122 30 0 06 Jul 2018
Dynamic Multimodal Instance Segmentation guided by natural language queries Edgar Margffoy-Tuay Juan C. Pérez Emilio Botero Pablo Arbelaez 98 176 0 06 Jul 2018
Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks Cheng-Wei Wu Jen-Yu Liu Yi-Hsuan Yang J. Jang GAN 53 10 0 06 Jul 2018
Automatic deep learning-based normalization of breast dynamic contrast-enhanced magnetic resonance images Jun Zhang Ashirbani Saha B. Soher Maciej A. Mazurowski MedIm 53 12 0 05 Jul 2018
Combining Background Subtraction Algorithms with Convolutional Neural Network Dongdong Zeng Ming Zhu Arjan Kuijper 50 32 0 05 Jul 2018
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 79 39 0 05 Jul 2018
LaneNet: Real-Time Lane Detection Networks for Autonomous Driving Ze Wang Weiqiang Ren Qiang Qiu 78 194 0 04 Jul 2018
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Shangbang Long Jiaqiang Ruan Weinan Zhang Xin He Wenhao Wu Cong Yao 106 515 0 04 Jul 2018
SpaceNet: A Remote Sensing Dataset and Challenge Series A. V. Etten David Lindenbaum Todd M. Bacastow 114 395 0 03 Jul 2018
Mammography Dual View Mass Correspondence Shaked Perek Alon Hazan Ella Barkan A. Akselrod-Ballin 18 4 0 02 Jul 2018