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
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 77 17 0 30 Jul 2020
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 46 12 0 30 Jul 2020
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Yu Xiang Christopher Xie Arsalan Mousavian Dieter Fox 75 100 0 30 Jul 2020
Foveation for Segmentation of Ultra-High Resolution Images Chen Jin Ryutaro Tanno Moucheng Xu T. Mertzanidou Daniel C. Alexander AI4TS 39 4 0 29 Jul 2020
Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation Rui Li Jianlin Su Chenxi Duan Shunyi Zheng 3DV 57 39 0 29 Jul 2020
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization Tawsifur Rahman Amith Khandakar M. A. Kadir K. R. Islam Khandaker F. Islam ... Tahir Hamid M. Islam Z. Mahbub M. Ayari M. Chowdhury 83 371 0 29 Jul 2020
TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification Wenting Chen Shuang Yu Junde Wu Kai Ma Cheng Bian Chunyan Chu Linlin Shen Yefeng Zheng MedIm 52 23 0 29 Jul 2020
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients Sofie Tilborghs Ine Dirks Lucas Fidon S. Willems Tom Eelbode ... D. Robben D. Smeets F. Maes Jef Vandemeulebroucke P. Suetens OOD 87 28 0 29 Jul 2020
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation Xiaohang Fu Lei Bi Ashnil Kumar M. Fulham Jinman Kim 54 109 0 29 Jul 2020
COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network Yifan Jiang Han Chen Murray H. Loew Hanseok Ko DiffM MedIm 115 128 0 29 Jul 2020
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision Changwei Wang Rongtao Xu Shibiao Xu Weiliang Meng Jun Xiao Xiaopeng Zhang 117 7 0 29 Jul 2020
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI Jinwei Zhang Hang Zhang Alan Q. Wang Qihao Zhang M. Sabuncu P. Spincemaille Thanh D. Nguyen Yi Wang 105 35 0 28 Jul 2020
CovMUNET: A Multiple Loss Approach towards Detection of COVID-19 from Chest X-ray A. Sayyed Dipayan Saha Abdul Rakib Hossain 37 8 0 28 Jul 2020
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking Mengyang Zhao Aadarsh Jha Quan Liu Bryan A. Millis A. Mahadevan-Jansen Le Lu Bennett A. Landman Matthew J. Tyskac Yuankai Huo 25 9 0 28 Jul 2020
Monocular Real-Time Volumetric Performance Capture Ruilong Li Yuliang Xiu Shunsuke Saito Zeng Huang Kyle Olszewski Hao Li 3DH 159 93 0 28 Jul 2020
Self-supervised Neural Audio-Visual Sound Source Localization via Probabilistic Spatial Modeling Yoshiki Masuyama Yoshiaki Bando Kohei Yatabe Y. Sasaki Masaki Onishi Yasuhiro Oikawa SSL 93 14 0 28 Jul 2020
KOVIS: Keypoint-based Visual Servoing with Zero-Shot Sim-to-Real Transfer for Robotics Manipulation En Yen Puang K. P. Tee Wei Jing 3DPC 86 42 0 28 Jul 2020
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning Qiqi Xiao Jiaxu Zou Muqiao Yang Alex Gaudio Kris Kitani A. Smailagic P. Costa Min Xu GAN MedIm 40 27 0 27 Jul 2020
Deep learning Framework for Mobile Microscopy A. Kornilova Mikhail Salnikov Olga Novitskaya Maria Begicheva Egor Sevriugov K. Shcherbakov V. Pronina Dmitry V. Dylov MedIm 34 3 0 27 Jul 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 142 26 0 27 Jul 2020
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction H. Zunair Aimon Rahman Nabeel Mohammed Joseph Paul Cohen 83 82 0 26 Jul 2020
U2-ONet: A Two-level Nested Octave U-structure with Multiscale Attention Mechanism for Moving Instances Segmentation Chenjie Wang Chengyuan Li B. Luo 103 2 0 26 Jul 2020
MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images Rui Li Chenxi Duan Shunyi Zheng Ce Zhang P. M. Atkinson SSeg 143 90 0 26 Jul 2020
A deep learning based multiscale approach to segment cancer area in liver whole slide image Yanbo Feng A. Hafiane H. Laurent MedIm 52 3 0 25 Jul 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 122 175 0 25 Jul 2020
Adversarial Privacy-preserving Filter Jiaming Zhang Jitao Sang Xian Zhao Xiaowen Huang Yanfeng Sun Yongli Hu PICV 81 42 0 25 Jul 2020
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism Yosuke Oyama N. Maruyama Nikoli Dryden Erin McCarthy P. Harrington J. Balewski Satoshi Matsuoka Peter Nugent B. Van Essen 3DV AI4CE 71 37 0 25 Jul 2020
Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs Fanfei Chen John D. Martin Yewei Huang Jinkun Wang Brendan Englot 73 61 0 24 Jul 2020
Dereverberation using joint estimation of dry speech signal and acoustic system Sanna Wager Keunwoo Choi Simon Durand 96 3 0 24 Jul 2020
Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning Hanwen Liang Konstantinos N. Plataniotis Xingyu Li MedIm 69 24 0 24 Jul 2020
Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach Chaitanya Ahuja Dong Won Lee Y. Nakano Louis-Philippe Morency 51 106 0 24 Jul 2020
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction Changhee Han L. Rundo K. Murao T. Noguchi Yuki Shimahara Z. '. Milacski S. Koshino Evis Sala Hideki Nakayama Shinichi Satoh MedIm 166 166 0 24 Jul 2020
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net N. Saeedizadeh Shervin Minaee R. Kafieh Shakib Yazdani Milan Sonka 83 43 0 24 Jul 2020
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching V. Tankovich Christian Häne Yinda Zhang Shahram Izadi S. Fanello Sofien Bouaziz 3DV 104 238 0 23 Jul 2020
Sound2Sight: Generating Visual Dynamics from Sound and Context A. Cherian Moitreya Chatterjee Narendra Ahuja VGen 129 36 0 23 Jul 2020
MuCAN: Multi-Correspondence Aggregation Network for Video Super-Resolution Wenbo Li Xin Tao Taian Guo Lu Qi Jiangbo Lu Jiaya Jia SupR 212 147 0 23 Jul 2020
Guided Deep Decoder: Unsupervised Image Pair Fusion Tatsumi Uezato Danfeng Hong Naoto Yokoya Wei He MDE 80 84 0 23 Jul 2020
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN Chunxia Qin Xiaojun Chen J. Troccaz 49 1 0 23 Jul 2020
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening Sang Won Lee Yueh-Ting Chiu P. Brudnicki Audrey M. Bischoff A. Jelinek Jenny Zijun Wang Danielle R. Bogdanowicz Andrew F. Laine Jia Guo Helen H. Lu AI4CE 31 2 0 22 Jul 2020
Learning Directional Feature Maps for Cardiac MRI Segmentation Feng Cheng Cheng Chen Yukang Wang Heshui Shi Yukun Cao Dandan Tu Changzheng Zhang Yongchao Xu 64 51 0 22 Jul 2020
Multi-Metric Evaluation of Thermal-to-Visual Face Recognition K. Lai Svetlana Yanushkevich CVBM 52 11 0 22 Jul 2020
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial Learning Mobarakol Islam Daniel Anojan Atputharuban Ravikiran Ramesh Hongliang Ren MedIm 181 96 0 22 Jul 2020
Instance-aware Self-supervised Learning for Nuclei Segmentation Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng SSL 173 60 0 22 Jul 2020
A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation Yanming Sun Chunyan Wang 32 27 0 22 Jul 2020
A Framework based on Deep Neural Networks to Extract Anatomy of Mosquitoes from Images M. Minakshi Pratool Bharti T. Bhuiyan S. Kariev Sriram Chellappan 33 19 0 21 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas Guibas Or Litany 3DPC 242 645 0 21 Jul 2020
Learning to Read and Follow Music in Complete Score Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 23 11 0 21 Jul 2020
Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning Iksung Kang A. Goy George Barbastathis AI4CE 43 19 0 21 Jul 2020
Learning Adaptive Sampling and Reconstruction for Volume Visualization S. Weiss Mustafa Icsik Justus Thies Rüdiger Westermann 71 27 0 20 Jul 2020
Non-Local Spatial Propagation Network for Depth Completion Jinsun Park Kyungdon Joo Zhe Hu Chi Liu In So Kweon 3DV MDE 127 327 0 20 Jul 2020