A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images

7 July 2020

I. Laradji

Pau Rodríguez López

Frederic Branchaud-Charron

David Vazquez

Papers citing "A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images"

32 / 32 papers shown

Title
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Qingsen Yan Bo Wang Dong Gong Chuan Luo Wei Zhao Jianhuo Shen Javen Qinfeng Shi Shuo Jin Liang Zhang Zheng You 69 151 0 23 Apr 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 51 973 0 22 Apr 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue Dinggang Shen Yuxin Shi 140 578 0 10 Mar 2020
Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia Xiaowei Xu Xiangao Jiang Chunlian Ma Peng Du Xukun Li ... Yongtao Li Hong Zhao Kaijin Xu Lingxiang Ruan Wei Wu 67 642 0 21 Feb 2020
Reinforced active learning for image segmentation Arantxa Casanova Pedro H. O. Pinheiro Negar Rostamzadeh C. Pal 41 108 0 16 Feb 2020
Active and Incremental Learning with Weak Supervision C. Brust Christoph Käding Joachim Denzler CLL 32 18 0 20 Jan 2020
F3Net: Fusion, Feedback and Focus for Salient Object Detection Junhang Wei Shuhui Wang Qingming Huang 3DPC 61 707 0 26 Nov 2019
Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops Amir Soleimani Sai Vikas Desai Christof Monz S. Ninomiya Wei Guo 93 60 0 04 Oct 2019
An Adaptive Supervision Framework for Active Learning in Object Detection Sai Vikas Desai Akshay L Chandra Wei Guo S. Ninomiya V. Balasubramanian 56 41 0 07 Aug 2019
Where are the Masks: Instance Segmentation with Image-level Supervision I. Laradji David Vazquez Mark Schmidt 86 59 0 02 Jul 2019
Instance Segmentation with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 3DPC ISeg 68 21 0 14 Jun 2019
A Simple Baseline for Bayesian Uncertainty in Deep Learning Wesley J. Maddox T. Garipov Pavel Izmailov Dmitry Vetrov A. Wilson BDL UQCV 84 808 0 07 Feb 2019
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 79 108 0 23 Oct 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 79 275 0 03 Apr 2018
Cost-Effective Active Learning for Melanoma Segmentation Marc Górriz Axel Carlier Emmanuel Faure Xavier Giró-i-Nieto 55 119 0 24 Nov 2017
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation Ling Yang Yizhe Zhang Jianxu Chen Siyuan Zhang Danny Chen MedIm 71 504 0 15 Jun 2017
Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images Adam P. Harrison Ziyue Xu Kevin George Le Lu Ronald M. Summers D. Mollura 50 127 0 12 Jun 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 70 1,736 0 08 Mar 2017
Cost-Effective Active Learning for Deep Image Classification Keze Wang Dongyu Zhang Ya Li Ruimao Zhang Liang Lin VLM 90 679 0 13 Jan 2017
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 88 746 0 24 Mar 2016
Introducing Geometry in Active Learning for Image Segmentation Ksenia Konyushkova Raphael Sznitman Pascal Fua 55 75 0 20 Aug 2015
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Hoo-Chang Shin Jiamin Liu E. Turkbey Ronald M. Summers SSeg MedIm 73 745 0 22 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 821 9,318 0 06 Jun 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 98 985 0 06 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Deep Neural Networks for Anatomical Brain Segmentation A. D. Brébisson Giovanni Montana 68 325 0 09 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.6K 100,386 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014
Bayesian Active Learning for Classification and Preference Learning N. Houlsby Ferenc Huszár Zoubin Ghahramani M. Lengyel 122 913 0 24 Dec 2011