U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,091 papers shown

Title
An End to End Deep Neural Network for Iris Segmentation in Unconstraint Scenarios S. Bazrafkan Shejin Thavalengal Peter Corcoran 3DV 91 77 0 07 Dec 2017
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 185 1,026 0 07 Dec 2017
Disentangled Person Image Generation Liqian Ma Qianru Sun Stamatios Georgoulis Luc Van Gool Bernt Schiele Mario Fritz CoGe 130 440 0 07 Dec 2017
TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition Teng Zhang Arnold Wiliem Siqi Yang Brian C. Lovell GAN CVBM PICV ViT 95 101 0 07 Dec 2017
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Jifeng Wang Xiang Li Le Hui Jian Yang GAN 72 407 0 07 Dec 2017
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 88 356 0 06 Dec 2017
Pose-Normalized Image Generation for Person Re-identification Xuelin Qian Yanwei Fu Tao Xiang Wenxuan Wang Jie Qiu Yang Wu Yu-Gang Jiang Xiangyang Xue GAN 118 443 0 06 Dec 2017
Beyond the Pixel-Wise Loss for Topology-Aware Delineation Agata Mosinska Pablo Márquez-Neila Mateusz Koziñski Pascal Fua 3DV 83 234 0 06 Dec 2017
Separating Reflection and Transmission Images in the Wild P. Wieschollek Orazio Gallo Liang Feng Jan Kautz 83 64 0 06 Dec 2017
Automatic Segmentation and Overall Survival Prediction in Gliomas using Fully Convolutional Neural Network and Texture Analysis Varghese Alex Mohammed Safwan Ganapathy Krishnamurthi MedIm 39 15 0 06 Dec 2017
Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction C. Qin Jo Schlemper Jose Caballero Anthony N. Price Joseph V. Hajnal Daniel Rueckert MedIm 117 501 0 05 Dec 2017
Fully Automatic Segmentation of Lumbar Vertebrae from CT Images using Cascaded 3D Fully Convolutional Networks Rens Janssens G. Zeng Guoyan Zheng 59 95 0 05 Dec 2017
A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation Hieu M. Le T. F. Y. Vicente Vu Nguyen Minh Hoai Dimitris Samaras 49 114 0 04 Dec 2017
A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation Shivin Yadav Karthik Gopinath J. Sivaswamy MedIm 35 13 0 04 Dec 2017
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 111 523 0 04 Dec 2017
FSSD: Feature Fusion Single Shot Multibox Detector Zuoxin Li Lu Yang Fuqiang Zhou ObjD 64 508 0 04 Dec 2017
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 100 98 0 03 Dec 2017
Recurrent Neural Networks for Semantic Instance Segmentation Amaia Salvador Míriam Bellver Victor Campos Manel Baradad F. Marqués Jordi Torres Xavier Giró-i-Nieto SSeg 69 62 0 02 Dec 2017
SfSNet: Learning Shape, Reflectance and Illuminance of Faces in the Wild Soumyadip Sengupta Angjoo Kanazawa Carlos D. Castillo David Jacobs CVBM 3DH 115 320 0 02 Dec 2017
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez A. Plassard Jiaqi Liu Yuang Yao A. Assad R. Abramson Bennett A. Landman MedIm 63 49 0 02 Dec 2017
Propagating Uncertainty in Multi-Stage Bayesian Convolutional Neural Networks with Application to Pulmonary Nodule Detection Onur Ozdemir Benjamin Woodward A. Berlin UQCV MedIm 68 37 0 01 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 95 97 0 01 Dec 2017
Precision Learning: Towards Use of Known Operators in Neural Networks Andreas Maier Frank Schebesch Christopher Syben Tobias Würfl S. Steidl Jang-Hwan Choi R. Fahrig 78 34 0 01 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 71 8 0 01 Dec 2017
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 90 135 0 01 Dec 2017
Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation Huaizu Jiang Deqing Sun Varun Jampani Ming-Hsuan Yang Erik Learned-Miller Jan Kautz 126 791 0 30 Nov 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 139 1,359 0 30 Nov 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 207 3,959 0 30 Nov 2017
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling Malinda Vania Dawit Mureja Deukhee Lee 23 8 0 29 Nov 2017
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network Qianru Ye Tae-Kyun Kim 3DH 145 53 0 29 Nov 2017
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 99 2,146 0 29 Nov 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 97 706 0 29 Nov 2017
Deep learning analysis of breast MRIs for prediction of occult invasive disease in ductal carcinoma in situ Zhe Zhu Michael R. Harowicz Jun Zhang Ashirbani Saha Lars J. Grimm E. Hwang Maciej A. Mazurowski 54 44 0 28 Nov 2017
A Recursive Bayesian Approach To Describe Retinal Vasculature Geometry F. Uslu Anil Anthony Bharath 16 15 0 28 Nov 2017
Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks Manu Goyal Moi Hoon Yap Saeed Hassanpour SSeg 69 62 0 28 Nov 2017
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Benjamin Graham Martin Engelcke Laurens van der Maaten 3DPC 154 1,520 0 28 Nov 2017
Differential Generative Adversarial Networks: Synthesizing Non-linear Facial Variations with Limited Number of Training Data Geonmo Gu S. T. Kim Ki Hyun Kim Wissam J. Baddar Yong Man Ro GAN CVBM 79 10 0 28 Nov 2017
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation G. Zeng Guoyan Zheng 36 42 0 28 Nov 2017
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning T. Ross David Zimmerer A. Vemuri Fabian Isensee Manuel Wiesenfarth ... H. Kenngott Stefanie Speidel Annette Kopp-Schneider Klaus Maier-Hein Lena Maier-Hein MedIm SSL 104 132 0 27 Nov 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 81 60 0 27 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 79 57 0 27 Nov 2017
Cost-Effective Active Learning for Melanoma Segmentation Marc Górriz Axel Carlier Emmanuel Faure Xavier Giró-i-Nieto 72 119 0 24 Nov 2017
Efficient and Invariant Convolutional Neural Networks for Dense Prediction Hongyang Gao Shuiwang Ji MDE 42 11 0 24 Nov 2017
Natural and Effective Obfuscation by Head Inpainting Qianru Sun Liqian Ma Seong Joon Oh Luc Van Gool Bernt Schiele Mario Fritz PICV 394 206 0 24 Nov 2017
Deep High Dynamic Range Imaging with Large Foreground Motions Shangzhe Wu Jiarui Xu Yu-Wing Tai Chi-Keung Tang 3DV 113 262 0 24 Nov 2017
Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis M. Zreik Nikolas Lessmann R. V. Hamersvelt J. Wolterink M. Voskuil M. Viergever T. Leiner Ivana Išgum 68 177 0 24 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 96 147 0 23 Nov 2017
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes Siqi Liu Daguang Xu S. Kevin Zhou T. Mertelmeier Julia Wicklein A. Jerebko Sasa Grbic Olivier Pauly Weidong (Tom) Cai Dorin Comaniciu MedIm 73 146 0 23 Nov 2017
W-Net: A Deep Model for Fully Unsupervised Image Segmentation Xide Xia Brian Kulis SSeg 74 256 0 22 Nov 2017
VITON: An Image-based Virtual Try-on Network Xintong Han Zuxuan Wu Zhe Wu Ruichi Yu L. Davis 3DH 114 588 0 22 Nov 2017