Guangyi Chen

Guangyi Chen

Concordia University

H-index: 29

North America-Canada

About Guangyi Chen

Guangyi Chen, With an exceptional h-index of 29 and a recent h-index of 16 (since 2020), a distinguished researcher at Concordia University, specializes in the field of Pattern recognition, image processing, machine learning, remote sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Wavelet-based 3D Data Cube Denoising Using Three Scales of Dependency

Face recognition via selective denoising, filter faces and hog features

Improved Blind Image Denoising with DnCNN

Noise Robust Hyperspectral Image Classification With MNF-Based Edge Preserving Features

Invariant Pattern Recognition with Log-Polar Transform and Dual-Tree Complex Wavelet-Fourier Features

A Robust Preprocessing Method for Measuring Image Visual Quality Using Log-Polar FFT Features

Denoising and Dimensionality Reduction for Improving Constrained Energy Minimization in Hyperspectral Imagery Analysis

An Experimental Study on MRI Denoising with Existing Image Denoising Methods

Guangyi Chen Information

University

Position

___

Citations(all)

4068

Citations(since 2020)

1164

Cited By

3391

hIndex(all)

29

hIndex(since 2020)

16

i10Index(all)

60

i10Index(since 2020)

27

Email

University Profile Page

Concordia University

Google Scholar

View Google Scholar Profile

Guangyi Chen Skills & Research Interests

Pattern recognition

image processing

machine learning

remote sensing

Top articles of Guangyi Chen

Title

Journal

Author(s)

Publication Date

Wavelet-based 3D Data Cube Denoising Using Three Scales of Dependency

Circuits, Systems, and Signal Processing

Guang Yi Chen

Adam Krzyzak

2024/3/8

Face recognition via selective denoising, filter faces and hog features

Signal, Image and Video Processing

Guang Yi Chen

Adam Krzyzak

2024/2

Improved Blind Image Denoising with DnCNN

Guang Yi Chen

Wenfang Xie

Adam Krzyzak

2023/7/30

Noise Robust Hyperspectral Image Classification With MNF-Based Edge Preserving Features

Image Analysis and Stereology

Guangyi Chen

Adam Krzyzak

Shen-en Qian

2023/7/10

Invariant Pattern Recognition with Log-Polar Transform and Dual-Tree Complex Wavelet-Fourier Features

Sensors

Guangyi Chen

Adam Krzyzak

2023/4/9

A Robust Preprocessing Method for Measuring Image Visual Quality Using Log-Polar FFT Features

Guang Yi Chen

Adam Krzyzak

Ventzeslav Valev

2023/10/3

Denoising and Dimensionality Reduction for Improving Constrained Energy Minimization in Hyperspectral Imagery Analysis

Shen-En Qian

Guang Yi Chen

2023/7/30

An Experimental Study on MRI Denoising with Existing Image Denoising Methods

Guang Yi Chen

Wenfang Xie

Adam Krzyzak

2023/7/30

An experimental study on the effects of noise on endmember extraction methods

Canadian Journal of Remote Sensing

Guangyi Chen

Adam Krzyzak

Shen-En Qian

2022/7/4

Detecting anomalies in advertising web traffic with the use of the variational autoencoder

Journal of Artificial Intelligence and Soft Computing Research

Marcin Gabryel

Dawid Lada

Zbigniew Filutowicz

Zofia Patora-Wysocka

Marek Kisiel-Dorohinicki

...

2022/10/1

Noise robust illumination invariant face recognition via bivariate wavelet shrinkage in logarithm domain

Guangyi Chen

Wenfang Xie

2020

Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms

Canadian Journal of Remote Sensing

Guang Yi Chen

Adam Krzyzak

Shen-En Qian

2022/9/3

A new endmember extraction method based on least squares

Canadian Journal of Remote Sensing

Guangyi Chen

Adam Krzyzak

Shen-En Qian

2022/3/4

A New Preprocessing Method for Measuring Image Visual Quality Robust to Rotation and Spatial Shifts

Guang Yi Chen

Adam Krzyzak

Ventzeslav Valev

2022/8/26

Hyperspectral face recognition with histogram of oriented gradient features and collaborative representation-based classifier

Multimedia Tools and Applications

Guang Yi Chen

Adam Krzyzak

Wen Fang Xie

2022/1

A Systematic Study for the Effects of PCA on Hyperspectral Imagery Denoising

Guang Yi Chen

Wen Fang Xie

2022/8/7

Feature Extraction for Patch Matching in Patch-Based Denoising Methods

Image Analysis and Stereology

Guangyi Chen

Adam Krzyzak

2022/11/30

Illumination invariant face recognition using directional gradient maps

Guang Yi Chen

Wenfang Xie

Adam Krzyzak

2022/8/7

Hyperspectral imagery classification with minimum noise fraction, 2D spatial filtering and SVM

International Journal of Wavelets, Multiresolution and Information Processing

Guang Yi Chen

Adam Krzyzak

Shen-En Qian

2022/11/12

A Comparable Study on Dimensionality Reduction Methods for Endmember Extraction

Guangyi Chen

Wenfang Xie

2021

See List of Professors in Guangyi Chen University(Concordia University)

Co-Authors

H-index: 52
Gregory Dudek

Gregory Dudek

McGill University

H-index: 48
Wei-Ping Zhu

Wei-Ping Zhu

Concordia University

H-index: 45
Sridhar (Sri) Krishnan

Sridhar (Sri) Krishnan

Ryerson University

H-index: 41
Adam Krzyzak

Adam Krzyzak

Concordia University

H-index: 38
Wen Fang  XIE

Wen Fang XIE

Concordia University

H-index: 23
Stéphane Coulombe

Stéphane Coulombe

École de Technologie Supérieure

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