U-Net: Convolutional Networks for Biomedical Image Segmentation

18 May 2015

Thomas Brox

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

50 / 13,166 papers shown

Title
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks Jing Gao Xiaomin Song Qingsong Wen Pichao Wang Liang Sun Huan Xu AI4TS 64 134 0 21 Feb 2020
Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization Karim Huesmann Soeren Klemm Lars Linsen Benjamin Risse 24 2 0 21 Feb 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 140 160 0 21 Feb 2020
Development of accurate human head models for personalized electromagnetic dosimetry using deep learning E. Rashed J. Gómez-Tames A. Hirata MedIm 120 26 0 21 Feb 2020
Automatic Shortcut Removal for Self-Supervised Representation Learning Matthias Minderer Olivier Bachem N. Houlsby Michael Tschannen SSL 94 73 0 20 Feb 2020
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis Maxime W. Lafarge Erik J. Bekkers J. Pluim R. Duits M. Veta MedIm 152 75 0 20 Feb 2020
Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs Valentin Radu Kuba Kaszyk Yuan Wen Jack Turner José Cano Elliot J. Crowley Björn Franke Amos Storkey Michael F. P. O'Boyle CVBM 65 38 0 20 Feb 2020
On Learning Sets of Symmetric Elements Haggai Maron Or Litany Gal Chechik Ethan Fetaya 96 137 0 20 Feb 2020
Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition Qing Zhu Lin Chen Han Hu Binzhi Xu Yeting Zhang Haifeng Li 18 10 0 20 Feb 2020
T-Net: Learning Feature Representation with Task-specific Supervision for Biomedical Image Analysis Weinan Song Yuan Liang Jiawei Yang Kun Wang Lei He 35 0 0 19 Feb 2020
MonoLayout: Amodal scene layout from a single image Kaustubh Mani Swapnil Daga Shubhika Garg N. S. Shankar Krishna Murthy Jatavallabhula K. M. Krishna 82 80 0 19 Feb 2020
Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained Images Luiz Antonio Buschetto Macarini A. V. Wangenheim Felipe Perozzo Daltoé A. S. Onofre F. Onofre M. Stemmer 34 5 0 19 Feb 2020
Multi-wavelet residual dense convolutional neural network for image denoising Shuo-Fei Wang Wen-Kai Yu Ya-Xin Li 41 10 0 19 Feb 2020
Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities M. Schmitt Jonathan Prexl Patrick Ebel Lukas Liebel Xiaoxiang Zhu 49 61 0 19 Feb 2020
Meta Segmentation Network for Ultra-Resolution Medical Images Tong Wu Yuan Xie Yanyun Qu Bicheng Dai Shuxin Chen 56 5 0 19 Feb 2020
Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types L. Hou Rajarsi R. Gupta John S. Van Arnam Yuwei Zhang Kaustubh Sivalenka Dimitris Samaras Tahsin M. Kurc Joel H. Saltz 100 48 0 18 Feb 2020
Lake Ice Monitoring with Webcams and Crowd-Sourced Images R. Prabha Manu Tom M. Rothermel E. Baltsavias Laura Leal-Taixe Konrad Schindler 125 12 0 18 Feb 2020
Learning Similarity Metrics for Numerical Simulations Georg Kohl Kiwon Um Nils Thuerey 68 13 0 18 Feb 2020
Deep Learning in Medical Ultrasound Image Segmentation: a Review Ziyang Wang 89 30 0 18 Feb 2020
Motion Deblurring using Spatiotemporal Phase Aperture Coding Shay Elmalem Raja Giryes E. Marom 60 10 0 18 Feb 2020
Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach Isarun Chamveha Treethep Promwiset T. Tongdee P. Saiviroonporn Warasinee Chaisangmongkon MedIm 63 27 0 18 Feb 2020
High-Order Paired-ASPP Networks for Semantic Segmenation Yu Zhang Changrui Chen Junyu Dong Xin Sun Yue Shen 128 2 0 18 Feb 2020
Dual-Attention GAN for Large-Pose Face Frontalization Yu Yin Songyao Jiang Joseph P. Robinson Y. Fu CVBM 132 61 0 17 Feb 2020
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations Yichi Zhang Ritchie Zhao Weizhe Hua N. Xu G. E. Suh Zhiru Zhang MQ 145 27 0 17 Feb 2020
GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems Ryan Feng Neal Mangaokar Jiefeng Chen Earlence Fernandes S. Jha Atul Prakash OOD AAML 43 11 0 17 Feb 2020
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories Hao Wu Hanyuan Zhang Xinyu Zhang Weiwei Sun Baihua Zheng Yuning Jiang 108 33 0 17 Feb 2020
Superpixel Segmentation via Convolutional Neural Networks with Regularized Information Maximization Teppei Suzuki 58 22 0 17 Feb 2020
Learning a Directional Soft Lane Affordance Model for Road Scenes Using Self-Supervision Robin Karlsson E. Sjoberg SSL 42 3 0 17 Feb 2020
Key Points Estimation and Point Instance Segmentation Approach for Lane Detection Yeongmin Ko Jiwon Jun Shoaib Azam Donghwuy Ko M. Jeon Witold Pedrycz 3DPC 64 244 0 16 Feb 2020
Speech-to-Singing Conversion in an Encoder-Decoder Framework Jayneel Parekh Preeti Rao Yi-Hsuan Yang 54 11 0 16 Feb 2020
Reinforced active learning for image segmentation Arantxa Casanova Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal 85 109 0 16 Feb 2020
A Multiple Decoder CNN for Inverse Consistent 3D Image Registration Abdullah Nazib Clinton Fookes Olivier Salvado Dimitri Perrin 3DV MedIm 13 4 0 15 Feb 2020
SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression Bilal Hassan Ramsha Ahmed Taimur Hassan Naoufel Werghi 84 17 0 15 Feb 2020
Spectrum Translation for Cross-Spectral Ocular Matching Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün 41 3 0 14 Feb 2020
SemI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data O. Tasar S. Happy Y. Tarabalka Pierre Alliez TTA GAN 60 24 0 14 Feb 2020
Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention Minyoung Chung Jingyu Lee Jeongjin Lee Y. Shin MedIm 44 29 0 14 Feb 2020
ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation Yuemeng Li Hongming Li Yong-Xian Fan 3DPC 138 28 0 13 Feb 2020
Learning to Predict Error for MRI Reconstruction Shi Hu Nicola Pezzotti Max Welling UQCV 81 14 0 13 Feb 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 100 170 0 13 Feb 2020
Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey D. Ignatov Luc Van Gool Radu Timofte 65 175 0 13 Feb 2020
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images Ying Da Wang Mehdi Shabaninejad R. Armstrong P. Mostaghimi 3DV 41 19 0 13 Feb 2020
Learning light field synthesis with Multi-Plane Images: scene encoding as a recurrent segmentation task Tomás Völker Guillaume Boisson B. Chupeau 3DV 21 5 0 12 Feb 2020
End-to-End Face Parsing via Interlinked Convolutional Neural Networks Zi Yin Valentin Yiu Xiaolin Hu L. Tang 3DH 3DV CVBM 63 29 0 12 Feb 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 135 873 0 11 Feb 2020
Object Detection as a Positive-Unlabeled Problem Yuewei Yang Kevin J. Liang Lawrence Carin 82 39 0 11 Feb 2020
FastPET: Near Real-Time PET Reconstruction from Histo-Images Using a Neural Network W. Whiteley V. Panin Chuanyu Zhou J. Cabello D. Bharkhada J. Gregor 3DH 40 9 0 11 Feb 2020
Validating uncertainty in medical image translation Jacob C. Reinhold Yufan He Shizhong Han Yunqiang Chen Dashan Gao Junghoon Lee Jerry L. Prince A. Carass UQCV MedIm 38 21 0 11 Feb 2020
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF) Qingyu Li Yilei Shi Xin Huang Xiaoxiang Zhu 92 65 0 11 Feb 2020
From IC Layout to Die Photo: A CNN-Based Data-Driven Approach Hao-Chiang Shao Chao Peng J. Wu Chia-Wen Lin Shao-Yun Fang Pin-Yian Tsai Yan-Hsiu Liu 30 28 0 11 Feb 2020
Co-Exploration of Neural Architectures and Heterogeneous ASIC Accelerator Designs Targeting Multiple Tasks Lei Yang Zheyu Yan Meng Li Hyoukjun Kwon Liangzhen Lai T. Krishna Vikas Chandra Weiwen Jiang Yiyu Shi 93 116 0 10 Feb 2020