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
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 21 94 0 03 Dec 2017
Learning to Segment Moving Objects P. Tokmakov Cordelia Schmid Alahari Karteek VOS 36 97 0 01 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 27 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 19 133 0 01 Dec 2017
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling Malinda Vania Dawit Mureja Deukhee Lee 16 8 0 29 Nov 2017
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network Qianru Ye Tae-Kyun Kim 3DH 31 53 0 29 Nov 2017
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 25 2,095 0 29 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 22 10 0 28 Nov 2017
Hierarchical Video Generation from Orthogonal Information: Optical Flow and Texture Katsunori Ohnishi Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VGen GAN 34 59 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 26 56 0 27 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 29 143 0 23 Nov 2017
VITON: An Image-based Virtual Try-on Network Xintong Han Zuxuan Wu Zhe Wu Ruichi Yu L. Davis 3DH 45 567 0 22 Nov 2017
Separating Style and Content for Generalized Style Transfer Yexun Zhang Ya-Qin Zhang Wenbin Cai Jie Chang 39 172 0 17 Nov 2017
Chinese Typeface Transformation with Hierarchical Adversarial Network Jie Chang Yujun Gu Ya-Qin Zhang GAN 25 10 0 17 Nov 2017
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration I. Kligvasser Tamar Rott Shaham T. Michaeli 15 58 0 17 Nov 2017
3D Reconstruction of Incomplete Archaeological Objects Using a Generative Adversarial Network Renato Hermoza I. Sipiran GAN 33 55 0 17 Nov 2017
Grab, Pay and Eat: Semantic Food Detection for Smart Restaurants Eduardo Aguilar Beatriz Remeseiro Marc Bolaños P. Radeva 36 106 0 14 Nov 2017
Deep D-bar: Real time Electrical Impedance Tomography Imaging with Deep Neural Networks S. Hamilton A. Hauptmann 46 253 0 08 Nov 2017
Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net Xiao-Yun Zhou Su-Lin Lee Guang-Zhong Yang 3DPC 29 34 0 04 Nov 2017
Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation Min Tang Zichen Zhang Dana Cobzas Martin Jägersand Jacob L. Jaremko 37 22 0 31 Oct 2017
Adversarial Semi-Supervised Audio Source Separation applied to Singing Voice Extraction Daniel Stoller Sebastian Ewert S. Dixon 25 72 0 31 Oct 2017
Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy Faisal Mahmood Nicholas J. Durr MedIm 35 142 0 30 Oct 2017
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 22 332 0 28 Oct 2017
Automated Design using Neural Networks and Gradient Descent O. Hennigh 29 8 0 27 Oct 2017
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net Mo Zhang Xiang Li Mengjia Xu Quanzheng Li SSeg 23 27 0 23 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation Yading Yuan 40 76 0 12 Oct 2017
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren 33 686 0 11 Oct 2017
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels Sachin Mehta A. Azad Saneem A. Chemmengath V. Raykar S. Kalyanaraman 24 81 0 10 Oct 2017
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation Kuang Gong Jiahui Guan Kyungsang Kim Xuezhu Zhang G. El Fakhri J. Qi Quanzheng Li MedIm 24 221 0 09 Oct 2017
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks Xing Di Vishwanath A. Sindagi Vishal M. Patel CVBM GAN 30 46 0 03 Oct 2017
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images Heran Yang Jian Sun Huibin Li Lisheng Wang Zongben Xu 21 27 0 27 Sep 2017
Neural networks for topology optimization Ivan Sosnovik Ivan V. Oseledets 25 253 0 27 Sep 2017
Real-time 3D Shape Instantiation from Single Fluoroscopy Projection for Fenestrated Stent Graft Deployment Xiao-Yun Zhou Jianyu Lin C. Riga Guang-Zhong Yang Su-Lin Lee 20 26 0 22 Sep 2017
Convolutional neural networks that teach microscopes how to image R. Horstmeyer Richard Y. Chen Barbara Kappes B. Judkewitz 27 58 0 21 Sep 2017
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment Hao-Wen Dong Wen-Yi Hsiao Li-Chia Yang Yi-Hsuan Yang MGen GAN 23 535 0 19 Sep 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 18 338 0 18 Sep 2017
Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification Yi Li Lingxiao Song Xiang Wu Ran He Tieniu Tan CVBM GAN 11 48 0 12 Sep 2017
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome Reconstruction Jan Funke Fabian Tschopp William Grisaitis Arlo Sheridan Chandan Singh S. Saalfeld Srinivas C. Turaga 3DV 20 27 0 09 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yu Liu Jan Kautz 3DPC 23 2,422 0 07 Sep 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 32 361 0 06 Sep 2017
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks Konstantin Sozykin Stanislav Protasov A. Khan Rasheed Hussain Jooyoung Lee 35 45 0 05 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Aitor Alvarez-Gila Joost van de Weijer Estíbaliz Garrote GAN 27 90 0 01 Sep 2017
Pix2face: Direct 3D Face Model Estimation Daniel E. Crispell Maxim Bazik 3DH CVBM 29 21 0 29 Aug 2017
3D Object Reconstruction from a Single Depth View with Adversarial Learning Bo Yang Hongkai Wen Sen Wang R. Clark Andrew Markham A. Trigoni GAN 30 198 0 26 Aug 2017
Tags2Parts: Discovering Semantic Regions from Shape Tags Sanjeev Muralikrishnan Vladimir G. Kim S. Chaudhuri 37 24 0 22 Aug 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 22 261 0 22 Aug 2017
Conditional Adversarial Network for Semantic Segmentation of Brain Tumor Mina Rezaei Konstantin Harmuth Willi Gierke Thomas Kellermeier Martin Fischer Haojin Yang Christoph Meinel GAN MedIm 24 120 0 17 Aug 2017
An Error Detection and Correction Framework for Connectomics J. Zung Ignacio Tartavull Kisuk Lee H. S. Seung 3DV 30 44 0 08 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou M. Kalra Ge Wang GAN MedIm 32 1,188 0 03 Aug 2017