Medical Matting: A New Perspective on Medical Segmentation with
Uncertainty

Medical Matting: A New Perspective on Medical Segmentation with Uncertainty

18 June 2021

Papers citing "Medical Matting: A New Perspective on Medical Segmentation with Uncertainty"

13 / 13 papers shown

Title
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Taehun Kim Hyemin Lee Daijin Kim EgoV 70 261 0 06 Jul 2021
$F$ , $B$ , Alpha Matting Marco Forte François Pitié 104 85 0 17 Mar 2020
Disentangled Image Matting Shaofan Cai Xiaoshuai Zhang Haoqiang Fan Haibin Huang Jiangyu Liu Jiaming Liu Jiaying Liu Jue Wang Jian Sun 109 117 0 10 Sep 2019
PHiSeg: Capturing Uncertainty in Medical Image Segmentation Christian F. Baumgartner K. Tezcan K. Chaitanya A. Hötker Urs J. Muehlematter K. Schawkat Anton S. Becker O. Donati E. Konukoglu UQCV 54 203 0 07 Jun 2019
AlphaGAN: Generative adversarial networks for natural image matting Sebastian Lutz Konstantinos Amplianitis A. Smolic GAN 40 147 0 26 Jul 2018
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 91 2,077 0 13 Oct 2017
Information-Flow Matting Yagiz Aksoy T. Aydin Marc Pollefeys 50 27 0 17 Jul 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 272 3,122 0 19 May 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 352 4,705 0 15 Mar 2017
A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus images Zhun Fan Jiewei Lu Wenji Li Caimin Wei Han Huang Xinye Cai Xinjian Chen 63 101 0 04 Jan 2017
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses Christian Rupprecht Iro Laina R. DiPietro Maximilian Baust Federico Tombari Nassir Navab Gregory D. Hager 52 185 0 01 Dec 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 327 8,116 0 13 Aug 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 450 16,933 0 20 Dec 2013