8 citations · 18 across the 10 of their papers we have counts for
10 papers
A linearly convergent method for solving high-order proximal operator
Jingyu Gao, Xiurui Geng
Recently, various high-order methods have been developed to solve the convex optimization problem. The auxiliary problem of these methods shares the general form that is the same a…
high-order proximal point algorithm for the monotone variational inequality problem and its application
Jingyu Gao, Xiurui Geng
The proximal point algorithm (PPA) has been developed to solve the monotone variational inequality problem. It provides a theoretical foundation for some methods, such as the augme…
Robust Eigenvectors of Regular Simplex Tensors: Conjecture Proof
Lei Wang, Xiurui Geng, Lei Zhang
The concept of tensor eigenpairs has received more researches in past decades. Recent works have paid attentions to a special class of symmetric tensors termed regular simplex tens…
The Z-eigenpairs of orthogonally diagonalizable symmetric tensors
Lei Wang, Xiurui Geng
In this paper, we focus on a special class of symmetric tensors, which can be orthogonally diagonalizable, and investigate their Z-eigenpairs problem. We show that the eigenpairs c…
NPSA: Nonorthogonal Principal Skewness Analysis
Xiurui Geng, Lei Wang
Principal skewness analysis (PSA) has been introduced for feature extraction in hyperspectral imagery. As a third-order generalization of principal component analysis (PCA), its so…
The basic equation for target detection in remote sensing
Xiurui Geng, Luyan Ji, Yongchao Zhao
Our research has revealed a hidden relationship among several basic components, which leads to the best target detection result. Further, we have proved that the matched filter (MF…
Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series
Luyan Ji, Jie Wang, Xiurui Geng +1
The objective of this paper is to evaluate the potential of Gaofen-2 (GF-2) high resolution multispectral sensor (MS) and panchromatic (PAN) imagery on water mapping. Difficulties…
MF is always superior to CEM
Xiurui Geng, Luyan Ji, Weitun Yang +2
The constrained energy minimization (CEM) and matched filter (MF) are two most frequently used target detection algorithms in the remotely sensed community. In this paper, we first…
Clustering by connection center evolution
Xiurui Geng, Hairong Tang
The determination of cluster centers generally depends on the scale that we use to analyze the data to be clustered. Inappropriate scale usually leads to unreasonable cluster cente…
An automatic bad band preremoval algorithm for hyperspectral imagery
Luyan Ji, Xiurui Geng, Yongchao Zhao +1
For most hyperspectral remote sensing applications, removing bad bands, such as water absorption bands, is a required preprocessing step. Currently, the commonly applied method is…