Jun Liu

Available identifiers

List of research outcomes

Publication	Date of Publication	Type
Deep convolutional neural networks with spatial regularization, volume and star-shape priors for image segmentation	2022-12-09	Paper
On the solvability of a semilinear higher-order elliptic problem for the vector field method in image registration	2022-10-21	Paper
Image Segmentation with Adaptive Spatial Priors from Joint Registration	2022-10-06	Paper
Variational-Based Mixed Noise Removal With CNN Deep Learning Regularization	2022-09-16	Paper
Convexity Shape Prior for Level Set-Based Image Segmentation Method	2022-09-16	Paper
The lower bound of nonlocal gradient for non-convex and non-smooth image patches based regularization	2022-02-16	Paper
https://portal.mardi4nfdi.de/entity/Q3380721	2021-09-29	Paper
Nonlocal patches based Gaussian mixture model for image inpainting	2021-08-27	Paper
An adaptive variational model for multireference alignment with mixed noise	2021-07-21	Paper
A regularized convolutional neural network for semantic image segmentation	2021-03-25	Paper
Nonlocal regularized CNN for image segmentation	2020-09-01	Paper
A Variational Image Segmentation Model Based on Normalized Cut with Adaptive Similarity and Spatial Regularization	2020-07-07	Paper
Non-local blind hyperspectral image super-resolution via 4D sparse tensor factorization and low-rank	2020-05-05	Paper
A dual EM algorithm for TV regularized Gaussian mixture model in image segmentation	2019-07-12	Paper
Block matching local SVD operator based sparsity and TV regularization for image denoising	2019-03-26	Paper
Local block operators and TV regularization based image inpainting	2018-12-06	Paper
A Block Nonlocal TV Method for Image Restoration	2018-10-17	Paper
A Weighted Dictionary Learning Model for Denoising Images Corrupted by Mixed Noise	2017-10-27	Paper
Image segmentation using a local GMM in a variational framework	2015-01-28	Paper
A splitting algorithm for image segmentation on manifolds represented by the grid based particle method	2013-09-09	Paper
https://portal.mardi4nfdi.de/entity/Q3170393	2011-09-29	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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MaRDI profile type	MaRDI person profile
instance of	human

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