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
DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network Ke Xu K. Guan Jian-wei Peng Yunan Luo Sibo Wang 3DPC 21 20 0 09 Nov 2019
AIM 2019 Challenge on Image Demoireing: Methods and Results Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis Bolun Zheng ... Sourya Dipta Das Kuldeep Purohit Praveen Kandula Maitreya Suin A. N. Rajagopalan 37 38 0 08 Nov 2019
Optimizing Millions of Hyperparameters by Implicit Differentiation Jonathan Lorraine Paul Vicol David Duvenaud DD 27 403 0 06 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 24 218 0 06 Nov 2019
AIM 2019 Challenge on Image Demoireing: Dataset and Study Shanxin Yuan Radu Timofte Greg Slabaugh A. Leonardis 32 31 0 06 Nov 2019
Predictive modeling of brain tumor: A Deep learning approach Priyansh Saxena Akshat Maheshwari Saumil Maheshwari MedIm 18 109 0 06 Nov 2019
One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation Mathias Perslev Erik Dam A. Pai Christian Igel SSeg VLM MedIm 21 82 0 05 Nov 2019
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice J. Bertels Tom Eelbode Maxim Berman Dirk Vandermeulen F. Maes R. Bisschops Matthew Blaschko 21 251 0 05 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and Parsing I. Masi Joe Mathai Wael AbdAlmageed CVBM 19 16 0 03 Nov 2019
Deep Learning for space-variant deconvolution in galaxy surveys F. Sureau Alexis Lechat Jean-Luc Starck 3DPC 25 21 0 01 Nov 2019
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators Reinhard Heckel Mahdi Soltanolkotabi DiffM 35 81 0 31 Oct 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 57 686 0 29 Oct 2019
Convolutional Conditional Neural Processes Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 25 162 0 29 Oct 2019
FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization Xiyan Liu Gaofeng Meng Shiming Xiang Chunhong Pan 37 5 0 28 Oct 2019
CXPlain: Causal Explanations for Model Interpretation under Uncertainty Patrick Schwab W. Karlen FAtt CML 40 205 0 27 Oct 2019
Weakly Supervised Multi-Task Learning for Cell Detection and Segmentation Alireza Chamanzar Yao Nie 27 53 0 27 Oct 2019
GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction Anuroop Sriram Jure Zbontar Tullie Murrell C. L. Zitnick Aaron Defazio D. Sodickson 27 105 0 27 Oct 2019
Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data D. R. Ferreira P. Carvalho H. Fernandes 30 37 0 27 Oct 2019
Segmenting Ships in Satellite Imagery With Squeeze and Excitation U-Net R. Venkatesh Anand Metha SSeg 21 4 0 27 Oct 2019
A Soft STAPLE Algorithm Combined with Anatomical Knowledge Eytan Kats Jacob Goldberger H. Greenspan 14 24 0 26 Oct 2019
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery Qing Zhu Cheng Liao Han Hu X. Mei Haifeng Li 20 187 0 26 Oct 2019
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network F. Waldner F. Diakogiannis 21 199 0 26 Oct 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
Unified Multi-scale Feature Abstraction for Medical Image Segmentation Xi Fang Bo Du Sheng Xu B. Wood Pingkun Yan MedIm SSeg 8 6 0 24 Oct 2019
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Mathias Perslev M. Jensen S. Darkner P. Jennum Christian Igel AI4TS 25 243 0 24 Oct 2019
Attention-Guided Lightweight Network for Real-Time Segmentation of Robotic Surgical Instruments Zhen-Liang Ni Guibin Bian Z. Hou Xiao-Hu Zhou Xiaoliang Xie Zhen Li 27 49 0 24 Oct 2019
Fast Glare Detection in Document Images Dmitry Rodin Nikita Orlov 11 6 0 24 Oct 2019
Context-endcoding for neural network based skull stripping in magnetic resonance imaging Zhen Liu Borui Xiao Yuemeng Li Yong-Xian Fan 28 2 0 23 Oct 2019
Deep generative model-driven multimodal prostate segmentation in radiotherapy K. Girum G. Créhange Raabid Hussain P. Walker A. Lalande GAN MedIm 17 9 0 23 Oct 2019
Semantic Segmentation of Skin Lesions using a Small Data Set B. Sirmaçek M.P.W. Kivits SSeg 20 4 0 23 Oct 2019
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands H. Pinckaers G. Litjens SSeg MedIm 22 36 0 23 Oct 2019
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement Zhiwu Huang D. Paudel Guanju Li Jiqing Wu Radu Timofte Luc Van Gool 25 4 0 23 Oct 2019
A Prototypical Triplet Loss for Cover Detection Guillaume Doras Geoffroy Peeters 16 17 0 22 Oct 2019
Penalizing small errors using an Adaptive Logarithmic Loss Chaitanya Kaul Nick E. Pears Hang Dai Roderick Murray-Smith S. Manandhar 22 9 0 22 Oct 2019
Multiphase flow prediction with deep neural networks Gege Wen Meng Tang S. Benson 16 6 0 21 Oct 2019
Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures Naser Damer Fadi Boutros Khawla Mallat Florian Kirchbuchner J. Dugelay Arjan Kuijper CVBM 21 13 0 21 Oct 2019
KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning Tarin Clanuwat Alex Lamb A. Kitamoto 16 45 0 21 Oct 2019
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 22 117 0 21 Oct 2019
DwNet: Dense warp-based network for pose-guided human video generation Polina Zablotskaia Aliaksandr Siarohin Bo Zhao Leonid Sigal DiffM 3DH 43 119 0 21 Oct 2019
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images Aleksandar Vakanski Min Xian Phoebe E. Freer 27 142 0 20 Oct 2019
Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in MR images Arnaud Boutillon Bhushan S Borotikar Valérie Burdin Pierre-Henri Conze MedIm 16 20 0 20 Oct 2019
LinesToFacePhoto: Face Photo Generation from Lines with Conditional Self-Attention Generative Adversarial Network Yuhang Li Xiao Chen Feng Wu Zhengjun Zha CVBM GAN 27 65 0 20 Oct 2019
Pavement Image Datasets: A New Benchmark Dataset to Classify and Densify Pavement Distresses H. Majidifard Peng Jin Y. Adu-Gyamfi W. Buttlar 19 131 0 20 Oct 2019
Learning-based real-time method to looking through scattering medium beyond the memory effect Enlai Guo Shuo Zhu Yan Sun Lianfa Bai Jing Han OOD 14 55 0 20 Oct 2019
SpatialFlow: Bridging All Tasks for Panoptic Segmentation Qiang Chen Anda Cheng Xiangyu He Peisong Wang Jian Cheng 24 29 0 19 Oct 2019
Intracranial Hemorrhage Segmentation Using Deep Convolutional Model Murtadha D. Hssayeni M. S. M. Croock Ph. D. A. Al-Ani ... M. D. Zakaria A. Yahya M. D. Behnaz Ghoraani Ph. D OOD 11 161 0 18 Oct 2019
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images Bin Zhang Shenyao Jin Yili Xia Yongming Huang Zixiang Xiong 30 9 0 18 Oct 2019
Introducing Hann windows for reducing edge-effects in patch-based image segmentation Nicolas Pielawski Carolina Wählby 24 33 0 17 Oct 2019
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data M. Papadomanolaki Sagar Verma Maria Vakalopoulou Siddharth Gupta Konstantinos Karantzalos 24 116 0 17 Oct 2019
CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Peng Liu Bin Kong Zhongyu Li Shaoting Zhang R. Fang 17 36 0 16 Oct 2019