U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,117 papers shown

Title
u-net CNN based fourier ptychography Yican Chen Zhi Luo Xia Wu Huidong Yang Bo Huang 3DV 14 1 0 16 Mar 2020
G-LBM:Generative Low-dimensional Background Model Estimation from Video Sequences B. Rezaei Amirreza Farnoosh Sarah Ostadabbas 112 10 0 16 Mar 2020
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation Suprosanna Shit Johannes C. Paetzold Anjany Sekuboyina Ivan Ezhov Alexander Unger A. Zhylka J. Pluim Ulrich Bauer Bjoern Menze 178 305 0 16 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 109 45 0 16 Mar 2020
Synthesizing human-like sketches from natural images using a conditional convolutional decoder Moritz Kampelmühler A. Pinz 100 17 0 16 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation Shuxin Wang Shilei Cao Dong Wei Renzhen Wang Kai Ma Liansheng Wang Deyu Meng Yefeng Zheng 139 55 0 16 Mar 2020
Self-Supervised Discovering of Interpretable Features for Reinforcement Learning Wenjie Shi Gao Huang Shiji Song Zhuoyuan Wang Tingyu Lin Cheng Wu SSL 88 18 0 16 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan Jan van Gemert 339 237 0 16 Mar 2020
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution Yong Guo Jian Chen Jingdong Wang Qi Chen Jingyun Liang Zeshuai Deng Yanwu Xu Mingkui Tan SupR 111 282 0 16 Mar 2020
Improving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere Jonathan A. Weyn Dale Durran R. Caruana AI4Cl 71 266 0 15 Mar 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 162 168 0 14 Mar 2020
Certified Defenses for Adversarial Patches Ping Yeh-Chiang Renkun Ni Ahmed Abdelkader Chen Zhu Christoph Studer Tom Goldstein AAML 67 171 0 14 Mar 2020
Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing Qiang Li Xianming Liu Kyong Chol Han Cheng Guo Xiangyang Ji Xiaolin Wu 22 2 0 14 Mar 2020
OccuSeg: Occupancy-aware 3D Instance Segmentation Lei Han Tian Zheng Lan Xu Lu Fang 3DPC 266 261 0 14 Mar 2020
Recurrent convolutional neural networks for mandible segmentation from computed tomography Bingjiang Qiu Jiapan Guo J. Kraeima H. Glas R. Borra M. Witjes P. V. van Ooijen MedIm 45 10 0 13 Mar 2020
Mass Estimation of Galaxy Clusters with Deep Learning I: Sunyaev-Zel'dovich Effect N. Gupta C. Reichardt 74 14 0 13 Mar 2020
Dual Temporal Memory Network for Efficient Video Object Segmentation Kaihua Zhang Long Wang Dong Liu Bo Liu Qingshan Liu Zhu Li VOS 60 15 0 13 Mar 2020
Semantic Segmentation of highly class imbalanced fully labelled 3D volumetric biomedical images and unsupervised Domain Adaptation of the pre-trained Segmentation Network to segment another fully unlabelled Biomedical 3D Image stack Shreya Roy Anirban Chakraborty 16 1 0 13 Mar 2020
Coronary Artery Segmentation from Intravascular Optical Coherence Tomography Using Deep Capsules Arjun Balaji L. Kelsey K. Majeed C. Schultz B. Doyle 48 10 0 13 Mar 2020
LaserFlow: Efficient and Probabilistic Object Detection and Motion Forecasting Gregory P. Meyer Jake Charland Shreyash Pandey A. Laddha Shivam Gautam Carlos Vallespi-Gonzalez Carl K. Wellington 3DPC 89 41 0 12 Mar 2020
$Towards Photo-Realistic Virtual Try-On by Adaptively Generating$\leftrightarrow$Preserving Image Content$ Towards Photo-Realistic Virtual Try-On by Adaptively Generating $\leftrightarrow$ Preserving Image Content Han Yang Ruimao Zhang Xiaobao Guo Wei Liu W. Zuo Ping Luo 93 266 0 12 Mar 2020
Learning to Segment 3D Point Clouds in 2D Image Space Yecheng Lyu Xinming Huang Ziming Zhang 3DPC 101 54 0 12 Mar 2020
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting Pongpisit Thanasutives Ken-ichi Fukui M. Numao B. Kijsirikul 151 65 0 12 Mar 2020
Deep Vectorization of Technical Drawings Vage Egiazarian Oleg Voynov Alexey Artemov Denis Volkhonskiy Aleksandr Safin Maria Taktasheva Denis Zorin Evgeny Burnaev 3DPC 86 61 0 11 Mar 2020
BP-DIP: A Backprojection based Deep Image Prior Jenny Zukerman Tom Tirer Raja Giryes SupR 83 19 0 11 Mar 2020
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks Sungha Choi J. Kim Jaegul Choo SSeg 197 156 0 11 Mar 2020
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis Ophir Gozes Maayan Frid-Adar H. Greenspan P. Browning Huangqi Zhang W.-B. Ji Adam Bernheim E. Siegel OOD 114 800 0 10 Mar 2020
Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods Daniel Otero Baguer Johannes Leuschner Maximilian Schmidt 119 190 0 10 Mar 2020
LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images Shan Lin Fangbo Qin Yangming Li Randall Bly K. Moe Blake Hannaford GAN MedIm 58 36 0 10 Mar 2020
Tidying Deep Saliency Prediction Architectures N. Reddy Samyak Jain P. Yarlagadda Vineet Gandhi 55 48 0 10 Mar 2020
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery Mobarakol Islam V. Vibashan Hongliang Ren 78 28 0 10 Mar 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 130 61 0 10 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 367 991 0 10 Mar 2020
Deep learning approach for breast cancer diagnosis E. Rashed S. A. E. Seoud AI4CE 75 26 0 10 Mar 2020
Multi-Scale Superpatch Matching using Dual Superpixel Descriptors Rémi Giraud Merlin Boyer Michael Clement SupR 44 2 0 09 Mar 2020
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Olivier Vincent C. Gros Joseph Paul Cohen Julien Cohen-Adad 51 5 0 09 Mar 2020
Low-viewpoint forest depth dataset for sparse rover swarms Chaoyue Niu Danesh Tarapore Klaus-Peter Zauner 88 9 0 09 Mar 2020
On the Texture Bias for Few-Shot CNN Segmentation Reza Azad A. Fayjie C. Kauffmann Ismail Ben Ayed M. Pedersoli Jose Dolz SSeg 72 70 0 09 Mar 2020
Dense Dilated Convolutions Merging Network for Land Cover Classification Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg 134 117 0 09 Mar 2020
MCMC Guided CNN Training and Segmentation for Pancreas Extraction Jinchan He Xiaxia Yu Chudong Cai Yi Gao 18 8 0 09 Mar 2020
Improving Training on Noisy Stuctured Labels Abubakar Abid James Zou NoLa 19 1 0 08 Mar 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 261 555 0 08 Mar 2020
Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild Haibo Jin Tianran Ouyang Ling Shao CVBM 166 129 0 08 Mar 2020
DFVS: Deep Flow Guided Scene Agnostic Image Based Visual Servoing H. Yenala Harit Pandya Ayush Gaud Shreyas P. J. Reddy S. Shankar Madhava Krishna 18 21 0 08 Mar 2020
Perceptual Image Super-Resolution with Progressive Adversarial Network Lone Wong Deli Zhao Shaohua Wan Bo Zhang GAN SupR 60 0 0 08 Mar 2020
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation Jinghua Zhang Chen Li Frank Kulwa Xin Zhao Changhao Sun Zihan Li Tao Jiang Hong Li Shouliang Qi 115 23 0 08 Mar 2020
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images Jie Chen Ziyang Yuan Jian Peng Li Chen Haozhe Huang Jiawei Zhu Yu Liu Haifeng Li 136 489 0 07 Mar 2020
Distilling portable Generative Adversarial Networks for Image Translation Hanting Chen Yunhe Wang Han Shu Changyuan Wen Chunjing Xu Boxin Shi Chao Xu Chang Xu 160 84 0 07 Mar 2020
A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction Huimin Zhang Yafei Wang Junjia Liu Chengwei Li Taiyuan Ma Chengliang Yin 52 12 0 07 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 109 32 0 06 Mar 2020