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
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks Xing Di Vishwanath A. Sindagi Vishal M. Patel CVBM GAN 117 46 0 03 Oct 2017
Spinal cord gray matter segmentation using deep dilated convolutions C. Perone Evan Calabrese Julien Cohen-Adad MedIm 65 115 0 02 Oct 2017
Improving Efficiency in Convolutional Neural Network with Multilinear Filters D. Tran Alexandros Iosifidis Moncef Gabbouj 60 40 0 28 Sep 2017
Photorealistic Style Transfer with Screened Poisson Equation Roey Mechrez Eli Shechtman Lihi Zelnik-Manor 65 45 0 28 Sep 2017
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks Yading Yuan Y. Lo 208 224 0 28 Sep 2017
Skin Lesion Segmentation: U-Nets versus Clustering Bill S. Lin Kevin Michael Shivam Kalra H. R. Tizhoosh SSeg 44 92 0 27 Sep 2017
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images Heran Yang Jian Sun Huibin Li Lisheng Wang Zongben Xu 67 27 0 27 Sep 2017
Neural networks for topology optimization Ivan Sosnovik Ivan Oseledets 79 258 0 27 Sep 2017
Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping Konstantinos Bousmalis A. Irpan Paul Wohlhart Yunfei Bai Matthew Kelcey ... Julian Ibarz P. Pastor K. Konolige Sergey Levine Vincent Vanhoucke OOD 107 658 0 22 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 45 26 0 22 Sep 2017
Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks Wei Xiong Wenhan Luo Lin Ma Wen Liu Jiebo Luo GAN 99 182 0 22 Sep 2017
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Xiaomeng Li Hao Chen Xiaojuan Qi Qi Dou Chi-Wing Fu Pheng Ann Heng 107 101 0 21 Sep 2017
Convolutional neural networks that teach microscopes how to image R. Horstmeyer Richard Y. Chen Barbara Kappes B. Judkewitz 130 59 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 140 549 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 147 342 0 18 Sep 2017
Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks B. Bischke P. Helber Joachim Folz Damian Borth Andreas Dengel SSeg 90 249 0 18 Sep 2017
Microscopy Cell Segmentation via Adversarial Neural Networks Assaf Arbelle Tammy Riklin-Raviv GAN 69 47 0 18 Sep 2017
DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification Wentao Zhu Chaochun Liu Wei Fan Xiaohui Xie MedIm 60 66 0 16 Sep 2017
An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation Christian F. Baumgartner Lisa M. Koch Marc Pollefeys E. Konukoglu 74 247 0 13 Sep 2017
Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection Hongyang Li Yu Liu Wanli Ouyang Xiaogang Wang ObjD 55 80 0 13 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 55 48 0 12 Sep 2017
3D Densely Convolutional Networks for Volumetric Segmentation T. Bui Jitae Shin Taesup Moon 3DV 73 74 0 11 Sep 2017
How to Train a CAT: Learning Canonical Appearance Transformations for Direct Visual Localization Under Illumination Change Lee Clement Jonathan Kelly 89 25 0 09 Sep 2017
Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation Andrew Beers Ken Chang James M. Brown Emmett Sartor C. P. Mammen Elizabeth R Gerstner Bruce Rosen Jayashree Kalpathy-Cramer 66 49 0 09 Sep 2017
An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation L. Berger E. Hyde M. Jorge Cardoso Sebastien Ourselin SSeg 95 41 0 08 Sep 2017
Deep learning for undersampled MRI reconstruction Chang Min Hyun Hwa Pyung Kim S. Lee Sungchul Lee J.K. Seo 69 459 0 08 Sep 2017
Learning to Segment Breast Biopsy Whole Slide Images Sachin Mehta E. Mercan Jamen Bartlett D. Weaver J. Elmore Linda G. Shapiro MedIm 67 41 0 08 Sep 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 287 2,452 0 07 Sep 2017
Synthetic Medical Images from Dual Generative Adversarial Networks John Guibas T. S. Virdi Peter S. Li GAN MedIm 187 168 0 06 Sep 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 123 368 0 06 Sep 2017
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification Daniel Michelsanti Zheng-Hua Tan GAN 82 209 0 06 Sep 2017
To Learn or Not to Learn Features for Deformable Registration? A. Majumdar Raghav Mehta J. Sivaswamy 24 3 0 04 Sep 2017
Fast Image Processing with Fully-Convolutional Networks Qifeng Chen Jia Xu V. Koltun 73 323 0 02 Sep 2017
Automatic Brain Tumor Segmentation using Cascaded Anisotropic Convolutional Neural Networks Guotai Wang Wenqi Li Sebastien Ourselin Tom Vercauteren 80 482 0 01 Sep 2017
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks Jen-Cheng Hou Syu-Siang Wang Ying-Hui Lai Yu Tsao Hsiu-Wen Chang H. Wang 114 198 0 01 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Aitor Alvarez-Gila Joost van de Weijer Estíbaliz Garrote GAN 81 92 0 01 Sep 2017
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation Ruirui Li Wenjie Liu Lei Yang Shihao Sun Wei Hu Fan Zhang Wei Li SSeg 70 288 0 01 Sep 2017
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery Ryuhei Hamaguchi A. Fujita Keisuke Nemoto T. Imaizumi S. Hikosaka 111 220 0 01 Sep 2017
Model based learning for accelerated, limited-view 3D photoacoustic tomography A. Hauptmann F. Lucka M. Betcke N. Huynh J. Adler B. Cox P. Beard Sebastien Ourselin Simon Arridge MedIm 77 291 0 31 Aug 2017
Pix2face: Direct 3D Face Model Estimation Daniel E. Crispell Maxim Bazik 3DH CVBM 60 21 0 29 Aug 2017
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT Yoseob Han J. C. Ye 85 522 0 28 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 79 198 0 26 Aug 2017
Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI A. Curiale F. D. Colavecchia P. Kaluza R. Isoardi G. Mato 52 22 0 24 Aug 2017
WordSup: Exploiting Word Annotations for Character based Text Detection Han Hu Chengquan Zhang Yuxuan Luo Yuzhuo Wang Junyu Han Errui Ding 79 187 0 22 Aug 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 88 264 0 22 Aug 2017
Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement Karthik Gopinath J. Sivaswamy 30 56 0 21 Aug 2017
Learning a Multi-View Stereo Machine Abhishek Kar Christian Häne Jitendra Malik 3DV 70 530 0 17 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 71 122 0 17 Aug 2017
Deep Neural Network with l2-norm Unit for Brain Lesions Detection Mina Rezaei Haojin Yang Christoph Meinel MedIm 41 30 0 17 Aug 2017
Stacked Deconvolutional Network for Semantic Segmentation J. Fu Qingbin Liu Yuhang Wang Hanqing Lu SSeg 71 213 0 16 Aug 2017