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
Learning 3D Part Assembly from a Single Image Yichen Li Kaichun Mo Lin Shao Minhyuk Sung Leonidas Guibas 72 69 0 21 Mar 2020
Cross-modal Deep Face Normals with Deactivable Skip Connections Victoria Fernandez-Abrevaya A. Boukhayma Philip Torr Edmond Boyer CVBM 85 42 0 21 Mar 2020
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation Quan Zhou Dechun Cong B. Kang Xiaofu Wu B. Zheng Huimin Lu Longin Jan Latecki SSeg ISeg 59 0 0 21 Mar 2020
Single-shot autofocusing of microscopy images using deep learning Yilin Luo Luzhe Huang Y. Rivenson Aydogan Ozcan 64 63 0 21 Mar 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 128 206 0 20 Mar 2020
Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data Ophir Gozes H. Greenspan 98 9 0 20 Mar 2020
A Robotic 3D Perception System for Operating Room Environment Awareness Zhaoshuo Li Amirreza Shaban Jean-Gabriel Simard Dinesh Rabindran S. DiMaio Omid Mohareri 64 15 0 20 Mar 2020
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 231 24 0 20 Mar 2020
U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation Nikhil Varma Keetha P. SamsonAnoshBabu Chandra Sekhara Rao Annavarapu 45 38 0 20 Mar 2020
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion Zixiang Zhao Shuang Xu Chunxia Zhang Junmin Liu Pengfei Li Jiangshe Zhang 120 230 0 20 Mar 2020
Weakly Supervised Context Encoder using DICOM metadata in Ultrasound Imaging Szu-Yeu Hu Shuhang Wang W. Weng Jingchao Wang Xiaohong Wang A. Ozturk Qian Li Viksit Kumar A. Samir 28 0 0 20 Mar 2020
Microvasculature Segmentation and Inter-capillary Area Quantification of the Deep Vascular Complex using Transfer Learning Julian Lo Morgan Lindsay Heisler Vinicius Vanzan Sonja G Karst Ivana Zadro Matovinovic Sven Lončarić E. Navajas M. Beg M. Sarunic 38 27 0 19 Mar 2020
Vox2Vox: 3D-GAN for Brain Tumour Segmentation M. Cirillo David Abramian Anders Eklund 88 111 0 19 Mar 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANs Zhekai Zhang Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 84 2 0 19 Mar 2020
DELTAS: Depth Estimation by Learning Triangulation And densification of Sparse points Ayan Sinha Zak Murez James Bartolozzi Vijay Badrinarayanan Andrew Rabinovich 3DV 3DPC 51 3 0 19 Mar 2020
Towards a Computer Vision Particle Flow F. Bello S. Ganguly Eilam Gross Marumi Kado M. Pitt Lorenzo Santi Jonathan Shlomi 155 49 0 19 Mar 2020
High-Resolution Daytime Translation Without Domain Labels Ivan Anokhin P. Solovev Denis Korzhenkov Alexey Kharlamov Taras Khakhulin Alexey Silvestrov Sergey I. Nikolenko Victor Lempitsky Gleb Sterkin DiffM 121 69 0 19 Mar 2020
Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition Yunhao Ge Jiaping Zhao Laurent Itti 77 8 0 19 Mar 2020
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble Yingda Xia Qihang Yu Wei Shen Yuyin Zhou Elliot K. Fishman Alan Yuille 66 2 0 18 Mar 2020
A Survey on Activation Functions and their relation with Xavier and He Normal Initialization Leonid Datta AI4CE 85 71 0 18 Mar 2020
MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality Zhengyang Wu Srivignesh Rajendran Tarrence van As Joelle Zimmermann Vijay Badrinarayanan Andrew Rabinovich 68 9 0 18 Mar 2020
Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation Moab Arar Y. Ginger Dov Danon Ilya Leizerson Amit H. Bermano Daniel Cohen-Or 68 123 0 18 Mar 2020
Can AI decrypt fashion jargon for you? Yuan-Chung Shen Shanduojiao Jiang Muhammad Rizky Wellyanto Ranjitha Kumar 17 0 0 18 Mar 2020
Object-Based Image Coding: A Learning-Driven Revisit Qi Xia Haojie Liu Zhan Ma DiffM 32 12 0 18 Mar 2020
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images Donghao Zhang Siqi Liu S. Chaganti Eli Gibson Zhoubing Xu Sasa Grbic Weidong (Tom) Cai Dorin Comaniciu 3DPC MedIm 69 12 0 18 Mar 2020
An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation M. B. Pereira J. A. dos Santos 41 11 0 17 Mar 2020
Getting to 99% Accuracy in Interactive Segmentation Marco Forte Brian L. Price Scott D. Cohen N. Xu Franccois Pitié 155 39 0 17 Mar 2020
3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images Cheryl Sital T. Brosch Dominique Tio A. Raaijmakers J. Weese 39 4 0 17 Mar 2020
Learning to Structure an Image with Few Colors Yunzhong Hou Liang Zheng Stephen Gould MQ 83 20 0 17 Mar 2020
DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine J. Ollion Charles Ollion 50 13 0 17 Mar 2020
A novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images Pourya Shamsolmoali Masoumeh Zareapoor Ruili Wang Huiyu Zhou Jie Yang SSeg 74 105 0 17 Mar 2020
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction Eunju Cha Gyutaek Oh J. C. Ye 108 12 0 17 Mar 2020
$F$ , $B$ , Alpha Matting Marco Forte François Pitié 106 85 0 17 Mar 2020
u-net CNN based fourier ptychography Yican Chen Zhi Luo Xia Wu Huidong Yang Bo Huang 3DV 12 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 178 304 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 107 282 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 20 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
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 14 1 0 13 Mar 2020