A NN Image Classification Method Driven by the Mixed Fitness Function. - Shan Gai; Peng Liu 008; Jiafeng Liu; Xianglong Tang (Comput. Inf. Sci., 2009)

Banknote Image Retrieval Using Rotated QuaternionWavelet Filters. - Shan Gai; Peng Liu 008; Jiafeng Liu; Xianglong Tang (Int. J. Comput. Intell. Syst., 2011)

Local Graph Embedding Based on Maximum Margin Criterion (LGE/MMC) for Face Recognition. - Minghua Wan; Shan Gai; Jie Shao (Informatica (Slovenia), 2012)

New Banknote Number Recognition Algorithm Based on Support Vector Machine. - Shan Gai; Guowei Yang 002; Sheng Zhang 011; Minghua Wan (ACPR, 2013)

Employing quaternion wavelet transform for banknote classification. - Shan Gai; Guowei Yang 002; Minghua Wan (Neurocomputing, 2013)

New feature extraction approach for bank note classification using Quaternion Wavelets. - Shan Gai; Guowei Yang 002; Sheng Zhang 011 (J. Intell. Fuzzy Syst., 2013)

Hidden Markov tree model of images using quaternion wavelet transform. - Shan Gai; Guowei Yang 002; Minghua Wan; Lei Wang 056 (Comput. Electr. Eng., 2014)

Feature extraction using two-dimensional maximum embedding difference. - Minghua Wan; Ming Li; Guowei Yang 002; Shan Gai; Zhong Jin (Inf. Sci., 2014)

Reduced quaternion matrix for color texture classification. - Shan Gai; Minghua Wan; Lei Wang 056; Cihui Yang (Neural Comput. Appl., 2014)

Correlation Between Respiration and Lung Organ Motion Detected by Optical Flow. - Cihui Yang; Lei Wang 056; Enmin Song; Hong Liu 005; Shan Gai; Jiehua Zhou (ITITS (1), 2015)

Denoising color images by reduced quaternion matrix singular value decomposition. - Shan Gai; Guowei Yang 002; Minghua Wan; Lei Wang 056 (Multidimens. Syst. Signal Process., 2015)

Image denoising using normal inverse gaussian model in quaternion wavelet domain. - Shan Gai; Limin Luo (Multim. Tools Appl., 2015)

Sparse representation based on vector extension of reduced quaternion matrix for multiscale image denoising. - Shan Gai; Long Wang; Guowei Yang 002; Peng Yang 007 (IET Image Process., 2016)

New banknote defect detection algorithm using quaternion wavelet transform. - Shan Gai (Neurocomputing, 2016)

Block thresholding image denoising with dual-tree complex wavelet transform. - Peng Yang 007; Guowei Yang 002; Shan Gai; Jianmin Chen (J. Intell. Fuzzy Syst., 2016)

Color monogenic wavelet transform for multichannel image denoising. - Shan Gai; Yong Zhang; Cihui Yang; Lei Wang 056; Jiehua Zhou (Multidimens. Syst. Signal Process., 2017)

Two-dimensional discriminant locality preserving projections (2DDLPP) and its application to feature extraction via fuzzy set. - Minghua Wan; Guowei Yang 002; Shan Gai; Zhangjing Yang (Multim. Tools Appl., 2017)

Efficient Color Texture Classification Using Color Monogenic Wavelet Transform. - Shan Gai (Neural Process. Lett., 2017)

Efficient Dense-Dilation Network for Pavement Cracks Detection with Large Input Image Size. - Kaige Zhang; Heng-Da Cheng; Shan Gai (ITSC, 2018)

Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey. - Boyu Zhang; Yingtao Zhang; Heng-Da Cheng; Min Xian; Shan Gai; Olivia Cheng; Kuan Huang (CoRR, 2018)

Multiresolution Monogenic Wavelet Transform Combined with Bivariate Shrinkage Functions for Color Image Denoising. - Shan Gai (Circuits Syst. Signal Process., 2018)

Speckle noise reduction in medical ultrasound image using monogenic wavelet and Laplace mixture distribution. - Shan Gai; Boyu Zhang; Cihui Yang; Lei Yu (Digit. Signal Process., 2018)

Non-subsampled contourlet domain image de-noising employing joint statistical model. - Fengfei Fan; Shan Gai (J. Intell. Fuzzy Syst., 2018)

Non-negative matrix factorization with L0 sparseness constraints and its applications to face recognition. - Dong Han; Shan Gai (J. Intell. Fuzzy Syst., 2018)

Multichannel image denoising using color monogenic curvelet transform. - Shan Gai (Soft Comput., 2018)

Single Image Rain Removal via Cascading Attention Aggregation Network on Challenging Weather Conditions. - Junsheng Wang; Xiang Huang 004; Shan Gai (IEEE Access, 2019)

New image denoising algorithm via improved deep convolutional neural network with perceptive loss. - Shan Gai; Zhongyun Bao (Expert Syst. Appl., 2019)

Reduced quaternion matrix-based sparse representation and its application to colour image processing. - Zhongyun Bao; Shan Gai (IET Image Process., 2019)

Vector extension of quaternion wavelet transform and its application to colour image denoising. - Shan Gai; Zhongyun Bao; Kaige Zhang (IET Signal Process., 2019)

Color image denoising via monogenic matrix-based sparse representation. - Shan Gai (Vis. Comput., 2019)

Banknote Classification Based on Convolutional Neural Network in Quaternion Wavelet Domain. - Xiang Huang 004; Shan Gai (IEEE Access, 2020)

Improved Deep Multi-Patch Hierarchical Network With Nested Module for Dynamic Scene Deblurring. - Zunjin Zhao; Bangshu Xiong; Shan Gai; Lei Wang 056 (IEEE Access, 2020)

New image denoising algorithm using monogenic wavelet transform and improved deep convolutional neural network. - Zhongyun Bao; Guolin Zhang; Bangshu Xiong; Shan Gai (Multim. Tools Appl., 2020)

Paper currency defect detection algorithm using quaternion uniform strength. - Shan Gai; Xiaolin Xu; Bangshu Xiong (Neural Comput. Appl., 2020)

From coarse to fine: A two stage conditional generative adversarial network for single image rain removal. - Junsheng Wang; Shan Gai; Xiang Huang 004; Hai Zhang (Digit. Signal Process., 2021)

Dual attention residual group networks for single image deraining. - Hai Zhang; Qiangqiang Xie; Bei Lu; Shan Gai (Digit. Signal Process., 2021)

Reduced Biquaternion Stacked Denoising Convolutional AutoEncoder for RGB-D Image Classification. - Xiang Huang 004; Shan Gai (IEEE Signal Process. Lett., 2021)

New Single Image Rain Removal Algorithm Based on Dual Parallel Branch Residual Overlay Network. - Qiangqiang Xie; Hai Zhang; Shan Gai; Bangshu Xiong (Circuits Syst. Signal Process., 2022)

Single image deraining with dual U-Net generative adversarial network. - Bei Lu; Shan Gai; Bangshu Xiong; Jiazhou Wu (Multidimens. Syst. Signal Process., 2022)

Reduced Biquaternion Convolutional Neural Network for Color Image Processing. - Shan Gai; Xiang Huang 004 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Theory of reduced biquaternion sparse representation and its applications. - Shan Gai (Expert Syst. Appl., 2023)

Single image deraining using multi-scales context information and attention network. - Pengcheng Li; Shan Gai (J. Vis. Commun. Image Represent., 2023)

Multi-Scale Self-Calibrated Dual-Attention Lightweight Residual Dense Deraining Network Based on Monogenic Wavelets. - Zhiwei Hao; Shan Gai; Pengcheng Li (IEEE Trans. Circuits Syst. Video Technol., 2023)

Regularization method for reduced biquaternion neural network. - Shan Gai; Xiang Huang 004 (Appl. Soft Comput., 2024)

Non-local feature aggregation quaternion network for single image deraining. - Gonghe Xiong; Shan Gai; Bofan Nie; Feilong Chen; Chengli Sun (J. Vis. Commun. Image Represent., 2024)

Color Image Denoising Using Reduced Biquaternion U-Network. - Bofan Nie; Shan Gai; Gonghe Xiong (IEEE Signal Process. Lett., 2024)

Single image deraining using asymmetric feature pyramid context-aware network. - Shan Gai; Minglei Yin (Digit. Signal Process., 2025)

EDDM: Enhanced-dimension denoising model via reduced biquaternion network. - Shan Gai; Bofan Nie (Expert Syst. Appl., 2025)

Complementary Parallel Residual Attention Network for Single Image Deraining. - Shan Gai; Minglei Yin; Yuan Zhi (Circuits Syst. Signal Process., 2025)