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Jun Liu
ORCID
Publication Activity (10 Years)
Years Active: 2009-2024
Publications (10 Years): 21
Top Topics
Hyperspectral
Segmentation Method
Convolutional Neural Networks
Shape Prior
Top Venues
CoRR
SIAM J. Imaging Sci.
J. Vis. Commun. Image Represent.
IEEE Trans. Geosci. Remote. Sens.
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Publications
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Hao Liu
,
Jun Liu
,
Raymond Chan
,
Xue-Cheng Tai
Double-well Net for Image Segmentation.
CoRR
(2024)
Junying Meng
,
Faqiang Wang
,
Jun Liu
Learnable Nonlocal Self-Similarity of Deep Features for Image Denoising.
SIAM J. Imaging Sci.
17 (1) (2024)
Junying Meng
,
Weihong Guo
,
Jun Liu
,
Mingrui Yang
Assembling a Learnable Mumford-Shah Type Model with Multigrid Technique for Image Segmentation.
SIAM J. Imaging Sci.
17 (2) (2024)
Xiang Chen
,
Faqiang Wang
,
Jun Liu
,
Li Cui
An inexact Bregman proximal point method and its acceleration version for unbalanced optimal transport.
CoRR
(2024)
Jun Liu
,
Xiangyue Wang
,
Xue-Cheng Tai
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-Shape Priors for Image Segmentation.
J. Math. Imaging Vis.
64 (6) (2022)
Cuicui Zhao
,
Jun Liu
,
Xinqi Gong
An adaptive variational model for multireference alignment with mixed noise.
BIBM
(2022)
Cuicui Zhao
,
Jun Liu
,
Jie Zhang
A Dual Model for Restoring Images Corrupted by Mixture of Additive and Multiplicative Noise.
IEEE Access
9 (2021)
Shi Yan
,
Xue-Cheng Tai
,
Jun Liu
,
Haiyang Huang
Convexity Shape Prior for Level Set-Based Image Segmentation Method.
IEEE Trans. Image Process.
29 (2020)
Haifeng Li
,
Jun Liu
,
Li Cui
,
Haiyang Huang
,
Xue-Cheng Tai
Volume preserving image segmentation with entropy regularized optimal transport and its applications in deep learning.
J. Vis. Commun. Image Represent.
71 (2020)
Wei Wan
,
Weihong Guo
,
Haiyang Huang
,
Jun Liu
Nonnegative and Nonlocal Sparse Tensor Factorization-Based Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
58 (12) (2020)
Faqiang Wang
,
Haiyang Huang
,
Jun Liu
Variational-Based Mixed Noise Removal With CNN Deep Learning Regularization.
IEEE Trans. Image Process.
29 (2020)
Faqiang Wang
,
Cuicui Zhao
,
Jun Liu
,
Haiyang Huang
A Variational Image Segmentation Model Based on Normalized Cut with Adaptive Similarity and Spatial Regularization.
SIAM J. Imaging Sci.
13 (2) (2020)
Jun Liu
,
Xiangyue Wang
,
Xue-Cheng Tai
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation.
CoRR
(2020)
Jun Liu
,
Xue-Cheng Tai
,
Shousheng Luo
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation.
CoRR
(2020)
Haifeng Li
,
Jun Liu
,
Li Cui
,
Haiyang Huang
,
Xue-Cheng Tai
Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning.
CoRR
(2019)
Jun Liu
,
Stanley J. Osher
Block Matching Local SVD Operator Based Sparsity and TV Regularization for Image Denoising.
J. Sci. Comput.
78 (1) (2019)
Fan Jia
,
Jun Liu
,
Xue-Cheng Tai
A Regularized Convolutional Neural Network for Semantic Image Segmentation.
CoRR
(2019)
Shi Yan
,
Xue-Cheng Tai
,
Jun Liu
,
Haiyang Huang
Convexity Shape Prior for Level Set based Image Segmentation Method.
CoRR
(2018)
Faqiang Wang
,
Haiyang Huang
,
Jun Liu
Variational based Mixed Noise Removal with CNN Deep Learning Regularization.
CoRR
(2018)
Faqiang Wang
,
Cuicui Zhao
,
Jun Liu
,
Haiyang Huang
Normalized Cut with Adaptive Similarity and Spatial Regularization.
CoRR
(2018)
Yuebin Wang
,
Liqiang Zhang
,
Hao Deng
,
Jiwen Lu
,
Haiyang Huang
,
Liang Zhang
,
Jun Liu
,
Hong Tang
,
Xiaoyue Xing
Learning a Discriminative Distance Metric With Label Consistency for Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
55 (8) (2017)
Jun Liu
,
Xue-Cheng Tai
,
Shingyu Leung
,
Haiyang Huang
A new continuous max-flow algorithm for multiphase image segmentation using super-level set functions.
J. Vis. Commun. Image Represent.
25 (6) (2014)
Jun Liu
,
Shingyu Leung
A Splitting Algorithm for Image Segmentation on Manifolds Represented by the Grid Based Particle Method.
J. Sci. Comput.
56 (2) (2013)
Jun Liu
,
Xue-Cheng Tai
,
Shingyu Leung
A Generic Convexification and Graph Cut Method for Multiphase Image Segmentation.
EMMCVPR
(2013)
Jun Liu
,
Xue-Cheng Tai
,
Haiyang Huang
,
Zhongdan Huan
A Weighted Dictionary Learning Model for Denoising Images Corrupted by Mixed Noise.
IEEE Trans. Image Process.
22 (3) (2013)
Jun Liu
,
Yin-Bon Ku
,
Shingyu Leung
Expectation-maximization algorithm with total variation regularization for vector-valued image segmentation.
J. Vis. Commun. Image Represent.
23 (8) (2012)
Jun Liu
,
Xue-Cheng Tai
,
Haiyang Huang
,
Zhongdan Huan
Simultaneous Denoising and Illumination Correction via Local Data-Fidelity and Nonlocal Regularization.
SSVM
(2011)
Jun Liu
,
Zhongdan Huan
,
Haiyang Huang
Image restoration under mixed noise using globally convex segmentation.
J. Vis. Commun. Image Represent.
22 (3) (2011)
Jun Liu
,
Xue-Cheng Tai
,
Haiyang Huang
,
Zhongdan Huan
A fast segmentation method based on constraint optimization and its applications: Intensity inhomogeneity and texture segmentation.
Pattern Recognit.
44 (9) (2011)
Jun Liu
,
Haiyang Huang
,
Zhongdan Huan
,
Haili Zhang
Adaptive Variational Method for Restoring Color Images with High Density Impulse Noise.
Int. J. Comput. Vis.
90 (2) (2010)
Jun Liu
,
Zhongdan Huan
,
Haiyang Huang
,
Haili Zhang
An Adaptive Method for Recovering Image from Mixed Noisy Data.
Int. J. Comput. Vis.
85 (2) (2009)