Guangyi Chen

According to our database, Guangyi Chen authored at least 69 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Face recognition via selective denoising, filter faces and hog features.

Guang Yi Chen, Adam Krzyzak

Signal Image Video Process., February, 2024

2023

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

Guangyi Chen, Adam Krzyzak

Sensors, 2023

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

Guang Yi Chen, Adam Krzyzak, Ventzeslav Valev

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

An Experimental Study on MRI Denoising with Existing Image Denoising Methods.

Guangyi Chen, Wenfang Xie, Adam Krzyzak

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Improved Blind Image Denoising with DnCNN.

Guangyi Chen, Wenfang Xie, Adam Krzyzak

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

2022

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

Guang Yi Chen, Adam Krzyzak, Wen-Fang Xie

Multim. Tools Appl., 2022

Detecting Anomalies in Advertising Web Traffic with the Use of the Variational Autoencoder.

Marcin Gabryel, Dawid Lada, Zbigniew Filutowicz, Zofia Patora-Wysocka, Marek Kisiel-Dorohinicki, Guang Yi Chen

J. Artif. Intell. Soft Comput. Res., 2022

Noise Robust Illumination Invariant Face Recognition Via Bivariate Wavelet Shrinkage in Logarithm Domain.

Guang Yi Chen, Adam Krzyzak, Piotr Duda, Andrzej Cader

J. Artif. Intell. Soft Comput. Res., 2022

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

Guangyi Chen, Adam Krzyzak, Shen-En Qian

Int. J. Wavelets Multiresolution Inf. Process., 2022

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

Guangyi Chen, Adam Krzyzak, Ventzeslav Valev

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

Illumination Invariant Face Recognition Using Directional Gradient Maps.

Guangyi Chen, Wenfang Xie, Adam Krzyzak

Proceedings of the Intelligent Computing Theories and Application, 2022

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

Guangyi Chen, Wen-Fang Xie

Proceedings of the Intelligent Computing Theories and Application, 2022

2021

Ridgelet moment invariants for robust pattern recognition.

Guang Yi Chen, Changjun Li

Pattern Anal. Appl., 2021

Noise reduction of shot-noise-dominated hyperspectral imagery by combining PCA with existing denoising methods.

Guangyi Chen, Adam Krzyzak

Int. J. Wavelets Multiresolution Inf. Process., 2021

An FFT-based visual quality metric robust to spatial shift.

Guangyi Chen, Adam Krzyzak

Int. J. Wavelets Multiresolution Inf. Process., 2021

Hyperspectral Image Classification with Locally Linear Embedding, 2D Spatial Filtering, and SVM.

Guang Yi Chen, Wen-Fang Xie, Shen-En Qian

Proceedings of the Intelligent Computing Theories and Application, 2021

A Comparable Study on Dimensionality Reduction Methods for Endmember Extraction.

Guangyi Chen, Wenfang Xie

Proceedings of the Intelligent Computing Theories and Application, 2021

2020

Noise Robust Illumination Invariant Face Recognition via Contourlet Transform in Logarithm Domain.

Guangyi Chen, Wenfang Xie

Proceedings of the Intelligent Computing Theories and Application, 2020

2019

An experimental study for the effects of noise on face recognition algorithms under varying illumination.

Guangyi Chen

Multim. Tools Appl., 2019

Hyperspectral face recognition with minimum noise fraction, histogram of oriented gradient features and collaborative representation-based classifier.

Guangyi Chen, Wenfang Xie

J. Intell. Fuzzy Syst., 2019

2018

Filter-based face recognition under varying illumination.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

IET Biom., 2018

2017

Hyperspectral face recognition with log-polar Fourier features and collaborative representation based voting classifiers.

Guangyi Chen, Wei Sun, Wenfang Xie

IET Biom., 2017

2016

Sparse support vector machine for pattern recognition.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Concurr. Comput. Pract. Exp., 2016

Hyperspectral face recognition with minimum noise fraction, log-polar Fourier features and collaborative representation-based classifier.

Guangyi Chen, Wenfang Xie, Shaoping Wang, Haokuo Liu

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Feature Extraction with Radon Transform for Block Matching and 3D Filtering.

Guangyi Chen, Wen-Fang Xie

Proceedings of the Intelligent Computing Theories and Application, 2016

A Comparative Study for the Effects of Noise on Illumination Invariant Face Recognition Algorithms.

Guangyi Chen, Wen-Fang Xie

Proceedings of the Intelligent Computing Theories and Application, 2016

2015

Small bowel image classification using dual tree complex wavelet-based cross co-occurrence features and canonical discriminant analysis.

Guangyi Chen, Sridhar Krishnan

Proceedings of the 2015 International Conference on Advances in Computing, 2015

2014

Ramanujan Sums for Image Pattern Analysis.

Guangyi Chen, Sridhar Krishnan, Tien D. Bui

Int. J. Wavelets Multiresolution Inf. Process., 2014

Image Denoising with Signal Dependent Noise Using Block Matching and 3D Filtering.

Guangyi Chen, Wenfang Xie, Shuling Dai

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Fixed-Priority Scheduling Policies and Their Non-utilization Bounds.

Guangyi Chen, Wenfang Xie

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Images Denoising with Feature Extraction for Patch Matching in Block Matching and 3D Filtering.

Guangyi Chen, Wenfang Xie, Shuling Dai

Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014

2013

Matrix-Based Ramanujan-Sums Transforms.

Guangyi Chen, Sridhar Krishnan, Tien D. Bui

IEEE Signal Process. Lett., 2013

Invariant Object Recognition Using Radon and Fourier Transforms.

Guangyi Chen, Tien Dai Bui, Adam Krzyzak, Yongjia Zhao

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Support Vector Machine with Customized Kernel.

Guangyi Chen, Tien Dai Bui, Adam Krzyzak, Weihua Liu

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Circular Projection for Pattern Recognition.

Guangyi Chen, Tien Dai Bui, Sridhar Krishnan, Shuling Dai

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Illumination Invariant Face Recognition.

Guangyi Chen, Sridhar Krishnan, Yongjia Zhao, Wenfang Xie

Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013

Sparse Signal Analysis Using Ramanujan Sums.

Guangyi Chen, Sridhar Krishnan, Weihua Liu, Wenfang Xie

Proceedings of the Intelligent Computing Theories and Technology, 2013

2012

Enhancing Spatial Resolution of Hyperspectral Imagery Using Sensor's Intrinsic Keystone Distortion.

Shen-En Qian, Guangyi Chen

IEEE Trans. Geosci. Remote. Sens., 2012

Super-Resolution of Hyperspectral Imagery Using Complex Ridgelet Transform.

Guangyi Chen, Shen-En Qian, Jean-Pierre Ardouin, Wenfang Xie

Int. J. Wavelets Multiresolution Inf. Process., 2012

Signal denoising using neighbouring dual-tree complex wavelet coefficients.

Guangyi Chen, Wei-Ping Zhu

IET Signal Process., 2012

Adaptive video denoising using block matching 3-D filtering.

Guangyi Chen, Tien Dai Bui, Adam Krzyzak, Stéphane Coulombe

Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

2011

Denoising of Hyperspectral Imagery Using Principal Component Analysis and Wavelet Shrinkage.

Guangyi Chen, Shen-En Qian

IEEE Trans. Geosci. Remote. Sens., 2011

Denoising of Three-Dimensional Data Cube Using bivariate Wavelet Shrinking.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Int. J. Pattern Recognit. Artif. Intell., 2011

2010

Invariant pattern recognition using contourlets and AdaBoost.

Guangyi Chen, Balázs Kégl

Pattern Recognit., 2010

Palmprint Classification Using Wavelets and AdaBoost.

Guangyi Chen, Wei-Ping Zhu, Balázs Kégl, Róbert Busa-Fekete

Proceedings of the Advances in Neural Networks, 2010

2009

Invariant pattern recognition using radon, dual-tree complex wavelet and Fourier transforms.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Pattern Recognit., 2009

Image Denoising Based on Wavelet Shrinkage Using Neighbor and Level Dependency.

Dongwook Cho, Tien D. Bui, Guangyi Chen

Int. J. Wavelets Multiresolution Inf. Process., 2009

2008

Image Denoising Using Neighbouring Contourlet Coefficients.

Guangyi Chen, Wei-Ping Zhu

Proceedings of the Advances in Neural Networks, 2008

Image Denoising Using Three Scales of Wavelet Coefficients.

Guangyi Chen, Wei-Ping Zhu

Proceedings of the Advances in Neural Networks, 2008

2007

Image denoising with complex ridgelets.

Guangyi Chen, Balázs Kégl

Pattern Recognit., 2007

Pattern recognition with SVM and dual-tree complex wavelets.

Guangyi Chen, Wen-Fang Xie

Image Vis. Comput., 2007

Contour-Based Feature Extraction Using Dual-Tree Complex Wavelets.

Guangyi Chen, Wen-Fang Xie

Int. J. Pattern Recognit. Artif. Intell., 2007

Feature extraction using Radon, wavelet and fourier transform.

Guangyi Chen, Balázs Kégl

Proceedings of the IEEE International Conference on Systems, 2007

Palmprint classification using contourlets.

Guangyi Chen, Balázs Kégl

Proceedings of the IEEE International Conference on Systems, 2007

A new nonlinear dimensionality reduction method with application to hyperspectral image analysis.

Shen-En Qian, Guangyi Chen

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

Rotation invariant feature extraction using Ridgelet and Fourier transforms.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Pattern Anal. Appl., 2006

Invariant Ridgelet-Fourier Descriptor for Pattern Recognition.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Palmprint Classification using Dual-Tree Complex Wavelets.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Proceedings of the International Conference on Image Processing, 2006

Invariant Radon-Wavelet Packet Signatures for Pattern Recognition.

Guangyi Chen, Balázs Kégl

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005

Rotation invariant pattern recognition using ridgelets, wavelet cycle-spinning and Fourier features.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Pattern Recognit., 2005

Image denoising with neighbour dependency and customized wavelet and threshold.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Pattern Recognit., 2005

Image denoising using neighbouring wavelet coefficients.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Integr. Comput. Aided Eng., 2005

Image Denoising Using Neighbor and Level Dependency.

Dongwook Cho, Tien D. Bui, Guangyi Chen

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2003

Multiwavelets denoising using neighboring coefficients.

Guangyi Chen, Tien Dai Bui

IEEE Signal Process. Lett., 2003

Contour-based handwritten numeral recognition using multiwavelets and neural networks.

Guangyi Chen, Tien D. Bui, Adam Krzyzak

Pattern Recognit., 2003

2001

An Orthonormal-Shell-Fourier Descriptor for Rapid Matching of Patterns in Image Database.

Tien D. Bui, Guangyi Chen, L. Feng

Int. J. Pattern Recognit. Artif. Intell., 2001

1999

Invariant Fourier-wavelet descriptor for pattern recognition.

Guangyi Chen, Tien D. Bui

Pattern Recognit., 1999

1998

Translation-invariant denoising using multiwavelets.

Tien Dai Bui, Guangyi Chen

IEEE Trans. Signal Process., 1998

1997

The Hellinger-Kakutani Metric for Pattern Recognition.

Vo V. Anh, Tien D. Bui, Guangyi Chen, Quang Minh Tieng

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997