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
Isometric Transformation Invariant Graph-based Deep Neural Network Renata Khasanova P. Frossard 33 3 0 21 Aug 2018
Recycle-GAN: Unsupervised Video Retargeting Aayush Bansal Shugao Ma Deva Ramanan Yaser Sheikh VGen DiffM 29 296 0 15 Aug 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 18 36 0 14 Aug 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 26 48 0 14 Aug 2018
BACH: Grand Challenge on Breast Cancer Histology Images Guilherme Aresta Teresa Araújo S. Kwok Sai Saketh Chennamsetty P. MohammedSafwanK. ... L. Boulmane A. Campilho C. Eloy A. Polónia Paulo Aguiar 31 558 0 13 Aug 2018
Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network Maosong Ran Jinrong Hu Yang Chen Hu Chen Huaiqiang Sun Jiliu Zhou Yi Zhang MedIm 22 92 0 12 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 239 0 11 Aug 2018
Weakly supervised learning of indoor geometry by dual warping Pulak Purkait Ujwal D. Bonde Christopher Zach 3DV MDE 16 0 0 10 Aug 2018
WonDerM: Skin Lesion Classification with Fine-tuned Neural Networks Y. Lee Sang-Hyuk Jung H. Won MedIm 13 33 0 10 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 36 134 0 09 Aug 2018
Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang Xi Peng Shijie Geng Lingfei Wu Shaoting Zhang Dimitris N. Metaxas 3DV 19 143 0 07 Aug 2018
Inner Space Preserving Generative Pose Machine Shuangjun Liu Sarah Ostadabbas GAN 18 6 0 06 Aug 2018
Learning Multi-scale Features for Foreground Segmentation Long Ang Lim H. Keles SSeg 22 178 0 04 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 21 2,177 0 02 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 11 27 0 02 Aug 2018
Recurrent neural networks for aortic image sequence segmentation with sparse annotations Wenjia Bai Hideaki Suzuki C. Qin G. Tarroni Ozan Oktay Paul M. Matthews Daniel Rueckert MedIm 20 112 0 01 Aug 2018
A Two-Stream Mutual Attention Network for Semi-supervised Biomedical Segmentation with Noisy Labels Shaobo Min Xiao Chen Zhengjun Zha Feng Wu Yongdong Zhang 26 79 0 31 Jul 2018
Leveraging Motion Priors in Videos for Improving Human Segmentation Yu-Ting Chen Wen-Yen Chang Hai Lu Tingfan Wu Min Sun 21 2 0 30 Jul 2018
TBI Contusion Segmentation from MRI using Convolutional Neural Networks Snehashis Roy J. Butman L. Chan D. L. Pham MedIm 11 22 0 27 Jul 2018
X2Face: A network for controlling face generation by using images, audio, and pose codes Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM 21 410 0 27 Jul 2018
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification Apoorva Sikka Skand Peri Deepti R. Bathula MedIm 14 34 0 26 Jul 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 21 556 0 26 Jul 2018
Invisible Steganography via Generative Adversarial Networks Ru Zhang Shiqi Dong Jianyi Liu AAML GAN 17 200 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 20 259 0 22 Jul 2018
Automatically Designing CNN Architectures for Medical Image Segmentation Aliasghar Mortazi Ulas Bagci 12 82 0 19 Jul 2018
A Strategy of MR Brain Tissue Images' Suggestive Annotation Based on Modified U-Net Yang Deng Yao Sun Yongpei Zhu Mingwang Zhu Wei Han Kehong Yuan 16 13 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 Kamiel Magda Vercauteren UQCV MedIm OOD 47 582 0 19 Jul 2018
Deep Learning for Semantic Segmentation on Minimal Hardware S. V. Dijk Marcus M. Scheunemann SSeg 18 20 0 15 Jul 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Kaixuan Zhang W. Zuo Lei Zhang 35 899 0 12 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 Kamiel Magda Vercauteren 43 381 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 19 93 0 09 Jul 2018
Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets T. Parag Daniel R. Berger L. Kamentsky B. Staffler D. Wei M. Helmstaedter J. Lichtman Hanspeter Pfister 14 11 0 08 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 22 542 0 06 Jul 2018
Deep Back Projection for Sparse-View CT Reconstruction Dong Hye Ye G. Buzzard M. Ruby Charles A. Bouman MedIm 13 30 0 06 Jul 2018
Dynamic Multimodal Instance Segmentation guided by natural language queries Edgar Margffoy-Tuay Juan C. Pérez Emilio Botero Pablo Arbelaez 22 170 0 06 Jul 2018
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation Jen-Yu Liu Yi-Hsuan Yang 27 38 0 05 Jul 2018
LaneNet: Real-Time Lane Detection Networks for Autonomous Driving Ze Wang Weiqiang Ren Qiang Qiu 14 190 0 04 Jul 2018
Leveraging Uncertainty Estimates for Predicting Segmentation Quality Terrance Devries Graham W. Taylor UQCV 18 114 0 02 Jul 2018
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao L. Yang Ronald M. Summers MedIm 3DV 63 63 0 02 Jul 2018
Towards real-time unsupervised monocular depth estimation on CPU Matteo Poggi Filippo Aleotti Fabio Tosi S. Mattoccia MDE 18 156 0 29 Jun 2018
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction Maximilian Seitzer Guang Yang Jo Schlemper Ozan Oktay Tobias Würfl ... R. Mohiaddin D. Firmin J. Keegan Daniel Rueckert Andreas Maier MedIm 27 102 0 28 Jun 2018
Every Pixel Counts: Unsupervised Geometry Learning with Holistic 3D Motion Understanding Zhenheng Yang Peng Wang Yang Wang Wenyuan Xu Ram Nevatia 3DPC 22 109 0 27 Jun 2018
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features Shervin Minaee Yao Wang Alp Aygar Sohae Chung X. Wang Yvonne W. Lui E. Fieremans S. Flanagan J. Rath MedIm 27 34 0 27 Jun 2018
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation Sulaiman Vesal Nishant Ravikumar Andreas Maier SSeg 13 61 0 25 Jun 2018
Multi-Task Handwritten Document Layout Analysis Lorenzo Quirós 25 40 0 22 Jun 2018
Video Inpainting by Jointly Learning Temporal Structure and Spatial Details Chuan Wang Haibin Huang Xiaoguang Han Jue Wang 24 154 0 22 Jun 2018
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation Z. Mirikharaji Ghassan Hamarneh SSeg MedIm 42 122 0 21 Jun 2018
Locating Objects Without Bounding Boxes Javier Ribera David Guera Yuhao Chen Edward J. Delp 33 99 0 20 Jun 2018
Automatic segmentation of prostate zones Germonda Mooij Ines Bagulho Henkjan Huisman MedIm 21 15 0 19 Jun 2018
Diffeomorphic brain shape modelling using Gauss-Newton optimisation Yael Balbastre Mikael Brudfors Kevin Bronik John Ashburner 24 10 0 19 Jun 2018