孙晓丽｜深圳大学｜学者主页

2026

A TGUIG regularization framework for incomplete multiview clustering with affinity matrix learning

Xiujun Zhang, Huanhuan Liu, Wei-Tao Chen, Xiaoli Sun, Ming-Qing Xiao

Knowledge-Based Systems

DOI

2026

A Unified Framework for Noisy Image Super-Resolution

Ziang Wu, Qi Zhang, Xiaoli Sun, Yonglin Tian, Qi Zhu, Chunwei Tian

ACM Transactions on Autonomous and Adaptive Systems

DOI

2026

Calibrated Harmonic Overlaid Implicit Neural Representations for Multi-dimensional Data

Honghang Chen, Xiujun Zhang, Xiaoli Sun, Mingqing Xiao

Lecture notes in computer science

DOI

2025

An adaptive weighted active contour based HRNet for underwater image segmentation

Bo Chen, Jing Ji, Junwei Li, Xiaoli Sun, Feng Gong

Pattern Recognition

DOI

2025

Nonconvex tensor logarithmic function-based tensor robust principal component analysis for foreground detection

Youyou Lu, Lixia Chen, Xuewen Wang, Xiaoli Sun

Journal of Electronic Imaging

DOI

2024

Multi-view Clustering Network Based on Contrastive Learning and CycleGAN

Xutianhao Wang, Xiaoli Sun, Xiujun Zhang

DOI

2023

Adaptive Tensor Rank Approximation for Multi-View Subspace Clustering

Xiaoli Sun, Yang Hai, Xiujun Zhang, Chen Guang Xu

Chinese Journal of Electronics

DOI

2022

Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization

Xiaoli Sun, Rui Zhu, Ming Yang, Xiujun Zhang, Yuanyan Tang

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Hyperspectral Image High-resolution via Subspace-Based Non-Convex Arctangent-Rank Regularization

Manli Niu, Xiaoli Sun, Xiujun Zhang

International Conference on Computational Intelligence and Security (CIS)

DOI

2021

Fast Defocus Blur Detection Network via Global Search and Local Refinements

Xiaoli Sun, Yang Hai, Xiujun Zhang, Chen Guang Xu, Min Li

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2021

Unsupervised Learning for Salient Object Detection via Minimization of Bilinear Factor Matrix Norm

Min Li, Yao Zhang, Mingqing Xiao, Weiqiang Zhang, Xiaoli Sun

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Deep blur detection network with boundary-aware multi-scale features

Xiaoli Sun, Qiwei Wang, Xiujun Zhang, Chen Xu, Weiqiang Zhang

Connection Science

DOI

2021

Robust Multiview Subspace Clustering of Images via Tighter Rank Approximation

Xiaoli Sun, Youjuan Wang, Ming Yang, Xiujun Zhang

IEEE Access

DOI

2020

Blur detection via deep pyramid network with recurrent distinction enhanced modules

Xiaoli Sun, Xiujun Zhang, Mingqing Xiao, Chen Xu

Neurocomputing

DOI

2020

Multi-View Subspace Clustering via Non-Convex Tensor Rank Minimization

Xiaoli Sun, Youjuan Wang, Xiujun Zhang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2020

Salient Object Detection Based on Unified Convex Surrogate for Non-Convex Schatten-$p$ Norm

Min Li, Yang Yu, Long Xu, Chen Xu, Xiaoli Sun

IEEE Access

DOI

2018

Sparse Gradient Based Structured Matrix Decomposition for Salient Object Detection

Xiaoli Sun, Xiaoting Zhang, Xiujun Zhang, Chen Xu

IEEE Access

DOI

2017

Superpixel Matching Based Image Retrieval

Zhixiang He, Xiaoli Sun, Chenhui Li, George Baciu, Yushi Li

International Conference on Video and Image Processing (ICVIP)

DOI

2017

Salient Object Detection Via Nonconvex Structured Matrix Decomposition

Xiaoting Zhang, Xiaoli Sun, Xiujun Zhang

International Conference on Computational Intelligence and Security (CIS)

DOI

2017

Focus prior estimation for salient object detection

Xiaoli Sun, Xiujun Zhang, Wenbin Zou, Chen Xu

Proceedings - International Conference on Image Processing

DOI

2017

Diversity induced matrix decomposition model for salient object detection

Xiaoli Sun, Zhixiang He, Chen Xu, Xiujun Zhang, Wenbin Zou, George Baciu

Pattern Recognition

DOI

2017

Saliency Detection via Diversity-Induced Multi-view Matrix Decomposition

Xiaoli Sun, Zhixiang He, Xiujun Zhang, Wenbin Zou, George Baciu

Lecture notes in computer science

DOI

2016

Curvelet Shrinkage Based Iterative Regularization Method for Image Denoising

Min Li, Xiaoli Sun

International Conference on Computational Intelligence and Security (CIS)

DOI

2016

Hierarchical Saliency Detection via Probabilistic Object Boundaries

Haijun Lei, Hai Xie, Wenbin Zou, Xiaoli Sun, Kidiyo Kpalma, Nikos Komodakis A

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2015

Multiple feature distinctions based saliency flow model

Xiujun Zhang, Xiaoli Sun, Chen Xu, George Baciu

Pattern Recognition

DOI

2015

Schatten-q regularizer constrained low rank subspace clustering model

Xiujun Zhang, Chen Xu, Xiaoli Sun, George Baciu

Neurocomputing

DOI

2015

Saliency Detection via Nonconvex Regularization Based Matrix Decomposition

Zhixiang He, Xiaoli Sun, Xiujun Zhang, Chen Xu

International Conference on Computational Intelligence and Security (CIS)

DOI

2015

Salient Object Detection via Nonlocal Diffusion Tensor

Xiujun Zhang, Chen Xu, Xiaoli Sun, George Baciu

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2014

Variational Image Decomposition in Shearlet Smoothness Spaces

Min Li, Xiaoli Sun, Chen Xu

International Conference on Computational Intelligence and Security (CIS)

DOI

2014

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

Xiujun Zhang, Chen Xu, Min Li, Xiaoli Sun

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2013

Nonlocal Adaptive Image Denoising Model

Xiaoli Sun, Xu Chen, Min Li

Mathematical Problems in Engineering

DOI

2012

An Adaptive Image Denoising Model Based on Nonlocal Diffusion Tensor

Xiaoli Sun, Xu Chen, Min Li

International Conference on Computational Intelligence and Security (CIS)

DOI

2011

A secondary image denoising model based on the local energy operator

Xu Chen, Xiaoli Sun, Min Li

International Conference on Computational Intelligence and Security (CIS)

DOI

2010

An improved image denoising model based on the directed diffusion equation

Xiaoli Sun, Min Li, Weiqiang Zhang

Computers & Mathematics with Applications

DOI

2009

Image Denoising and Inpainting Model Based on Taylor Expansion

Xiaoli Sun, Chen Xu

International Conference on Computational Intelligence and Security (CIS)

DOI

2008

一种改进的方向扩散方程滤波方法

孙晓丽，冯象初，宋国乡

《信号处理》

2008

一种带有忠诚项的张量扩散滤波方法

孙晓丽，王俊平，宋国乡

《系统工程与电子技术》

2007

基于噪声-纹理检测算子的图像去噪方法

孙晓丽，宋国乡，冯象初

《电子学报》

2007

偏微分方程和小波在图像修复与特征提取中的应用

孙晓丽

《西安电子科技大学》

2006

IC缺陷轮廓分形维估计的小波方法

孙晓丽，郝跃，宋国乡

《电子学报》

精选作品

期刊论文

A TGUIG regularization framework for incomplete multiview clustering with affinity matrix learning

A Unified Framework for Noisy Image Super-Resolution

Calibrated Harmonic Overlaid Implicit Neural Representations for Multi-dimensional Data

An adaptive weighted active contour based HRNet for underwater image segmentation

Nonconvex tensor logarithmic function-based tensor robust principal component analysis for foreground detection

Multi-view Clustering Network Based on Contrastive Learning and CycleGAN

Adaptive Tensor Rank Approximation for Multi-View Subspace Clustering

Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization

Hyperspectral Image High-resolution via Subspace-Based Non-Convex Arctangent-Rank Regularization

Fast Defocus Blur Detection Network via Global Search and Local Refinements

Unsupervised Learning for Salient Object Detection via Minimization of Bilinear Factor Matrix Norm

Deep blur detection network with boundary-aware multi-scale features

Robust Multiview Subspace Clustering of Images via Tighter Rank Approximation

Blur detection via deep pyramid network with recurrent distinction enhanced modules

Multi-View Subspace Clustering via Non-Convex Tensor Rank Minimization

Salient Object Detection Based on Unified Convex Surrogate for Non-Convex Schatten-$p$ Norm

Sparse Gradient Based Structured Matrix Decomposition for Salient Object Detection

Superpixel Matching Based Image Retrieval

Salient Object Detection Via Nonconvex Structured Matrix Decomposition

Focus prior estimation for salient object detection

Diversity induced matrix decomposition model for salient object detection

Saliency Detection via Diversity-Induced Multi-view Matrix Decomposition

Curvelet Shrinkage Based Iterative Regularization Method for Image Denoising

Hierarchical Saliency Detection via Probabilistic Object Boundaries

Multiple feature distinctions based saliency flow model

Schatten-q regularizer constrained low rank subspace clustering model

Saliency Detection via Nonconvex Regularization Based Matrix Decomposition

Salient Object Detection via Nonlocal Diffusion Tensor

Variational Image Decomposition in Shearlet Smoothness Spaces

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

Nonlocal Adaptive Image Denoising Model

An Adaptive Image Denoising Model Based on Nonlocal Diffusion Tensor

A secondary image denoising model based on the local energy operator

An improved image denoising model based on the directed diffusion equation

Image Denoising and Inpainting Model Based on Taylor Expansion

一种改进的方向扩散方程滤波方法

一种带有忠诚项的张量扩散滤波方法

基于噪声-纹理检测算子的图像去噪方法

偏微分方程和小波在图像修复与特征提取中的应用

IC缺陷轮廓分形维估计的小波方法

预印本

Robust Multi-Dimensional Data Recovery via Dual-Factor Continuous Tensor Functional Factorization

研究方向