Minghua Wan

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 39

Top Topics

Feature Extraction

Locality Preserving Projections

Graph Embedding

Top Venues

Multim. Tools Appl.

Int. J. Mach. Learn. Cybern.

Publications

Ran Miao, Xueyu Chen, Liang Hu, Zhifei Zhang, Minghua Wan, Qi Zhang, Cairong Zhao
PatSTEG: Modeling Formation Dynamics of Patent Citation Networks via The Semantic-Topological Evolutionary Graph. CoRR (2024)
Minghua Wan, Mingxiu Cai, Zhangjing Yang, Hai Tan, Guowei Yang, Mingwei Tang
Robust latent nonnegative matrix factorization with automatic sparse reconstruction for unsupervised feature extraction. Inf. Sci. 648 (2023)
Zhangjing Yang, Qimeng Fan, Pu Huang, Fanlong Zhang, Minghua Wan, Guowei Yang
Double constrained discriminative least squares regression for image classification. Inf. Sci. 647 (2023)
Ran Miao, Xueyu Chen, Liang Hu, Zhifei Zhang, Minghua Wan, Qi Zhang, Cairong Zhao
PatSTEG: Modeling Formation Dynamics of Patent Citation Networks via The Semantic-Topological Evolutionary Graph. ICDM (2023)
Minghua Wan, Chengxu Yan, Tianming Zhan, Hai Tan, Guowei Yang
Robust non-negative supervised low-rank discriminant embedding (NSLRDE) for feature extraction. Int. J. Mach. Learn. Cybern. 14 (6) (2023)
Minghua Wan, Xueyu Chen, Tianming Zhan, Guowei Yang, Hai Tan, Hao Zheng
Low-rank 2D local discriminant graph embedding for robust image feature extraction. Pattern Recognit. 133 (2023)
Mingxiu Cai, Minghua Wan, Guowei Yang, Zhangjing Yang, Hao Zheng, Hai Tan, Mingwei Tang
Structure preserving projections learning via low-rank embedding for image classification. Inf. Sci. 648 (2023)
Pu Huang, Zhangjing Yang, Minghua Wan, Guowei Yang
Two phase representation discriminant projection for face recognition. Comput. Electr. Eng. 112 (2023)
Minghua Wan, Xueyu Chen, Cairong Zhao, Tianming Zhan, Guowei Yang
A new weakly supervised discrete discriminant hashing for robust data representation. Inf. Sci. 611 (2022)
Minghua Wan, Yu Yao, Tianming Zhan, Guowei Yang
Supervised Low-Rank Embedded Regression (SLRER) for Robust Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Zhangjing Yang, Xinxin Wu, Pu Huang, Fanlong Zhang, Minghua Wan, Zhihui Lai
Orthogonal autoencoder regression for image classification. Inf. Sci. 618 (2022)
Chuanbo Huang, Minghua Wan
Automated segmentation of brain tumor based on improved U-Net with residual units. Multim. Tools Appl. 81 (9) (2022)
Zixun Xiong, Minghua Wan, Rui Xue, Guowei Yang
2D-MELPP: A two dimensional matrix exponential based extension of locality preserving projections for dimensional reduction. KSII Trans. Internet Inf. Syst. 16 (9) (2022)
Minghua Wan, Xueyu Chen, Tianming Zhan, Chao Xu, Guowei Yang, Huiting Zhou
Sparse fuzzy two-dimensional discriminant local preserving projection (SF2DDLPP) for robust image feature extraction. Inf. Sci. 563 (2021)
Minghua Wan, Xichen Wang, Guowei Yang, Hao Zheng, Wei Huang
Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning. Neural Process. Lett. 53 (3) (2021)
Minghua Wan, Mengting Ge, Tianming Zhan, Zhangjing Yang, Hao Zheng, Guowei Yang
Sparse Graph Embedding Based on the Fuzzy Set for Image Classification. Complex. 2021 (2021)
Tianming Zhan, Bo Song, Yang Xu, Minghua Wan, Xin Wang, Guowei Yang, Zebin Wu
SSCNN-S: A Spectral-Spatial Convolution Neural Network with Siamese Architecture for Change Detection. Remote. Sens. 13 (5) (2021)
Tianming Zhan, Bo Song, Le Sun, Xiuping Jia, Minghua Wan, Guowei Yang, Zebin Wu
TDSSC: A Three-Directions Spectral-Spatial Convolution Neural Network for Hyperspectral Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Guowei Yang, Shaohua Qi, Teng Yu, Minghua Wan, Zhangjing Yang, Tianming Zhan, Fanlong Zhang, Zhihui Lai
SVDTWDD Method for High Correct Recognition Rate Classifier With Appropriate Rejection Recognition Regions. IEEE Access 8 (2020)
Zhihui Lai, Jiaqi Bao, Heng Kong, Minghua Wan, Guowei Yang
Discriminative low-rank projection for robust subspace learning. Int. J. Mach. Learn. Cybern. 11 (10) (2020)
Tianming Zhan, Zhenyu Lu, Minghua Wan, Guowei Yang
Multiscale Superpixel Kernel-Based Low-Rank Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17 (9) (2020)
Minghua Wan, Zhihui Lai, Zhong Ming, Guowei Yang
An improve face representation and recognition method based on graph regularized non-negative matrix factorization. Multim. Tools Appl. 78 (15) (2019)
Minghua Wan, Guowei Yang, Chengli Sun, Maoxi Liu
Sparse two-dimensional discriminant locality-preserving projection (S2DDLPP) for feature extraction. Soft Comput. 23 (14) (2019)
Minghua Wan, Zhihui Lai
Generalized Discriminant Local Median Preserving Projections (GDLMPP) for Face Recognition. Neural Process. Lett. 49 (3) (2019)
Zhangjing Yang, Pu Huang, Minghua Wan, Tianming Zhan, Fanlong Zhang, Limin Luo
Discriminant maximum margin projections for face recognition. Multim. Tools Appl. 78 (17) (2019)
Tianming Zhan, Minghua Wan, Le Sun, Yang Xu, Guowei Yang, Zhenyu Lu, Zebin Wu
Robust Regression-Based Markov Random Field for Hyperspectral Image Classification. IEEE Access 7 (2019)
Minghua Wan, Hao Zheng, Guowei Yang, Tianming Zhan, Wei Huang
Tri-Direction 2D-Fisher Discriminant Analysis (T2D-FDA) for Feature Extraction. IEEE Access 7 (2019)
Yong Zhang, Minghua Wan
广义的鉴别局部中值保持投影及人脸识别 (Generalized Discriminant Local Median Preserving Projections and Face Recognition). 计算机科学 45 (2) (2018)
Fanlong Zhang, Guowei Yang, Zhangjing Yang, Minghua Wan
Metric. IEEE Access 6 (2018)
Zhangjing Yang, Pu Huang, Minghua Wan, Fanlong Zhang, Guowei Yang, Chengshan Qian, Jincheng Zhang, Zuoyong Li
Local descriptor margin projections (LDMP) for face recognition. Int. J. Mach. Learn. Cybern. 9 (8) (2018)
Zhangjing Yang, Minghua Wan, Tianming Zhan, Zhihui Lai, Limin Luo, Pu Huang, Jincheng Zhang
Unsupervised multi-manifold linear differential projection(UMLDP) for face recognition. Multim. Tools Appl. 77 (3) (2018)
Minghua Wan, Zhihui Lai
Feature Extraction via Sparse Difference Embedding (SDE). KSII Trans. Internet Inf. Syst. 11 (7) (2017)
Fanlong Zhang, Heyou Chang, Guowei Yang, Zhangjing Yang, Minghua Wan
Truncated Nuclear Norm Based Low Rank Embedding. CCBR (2017)
Fanlong Zhang, Zhangjing Yang, Minghua Wan, Guowei Yang
Robust Principal Component Analysis Based on L1-2 Metric. ACPR (2017)
Minghua Wan, Zhihui Lai
Multi-Manifold Locality Graph Embedding Based on the Maximum Margin Criterion (MLGE/MMC) for Face Recognition. IEEE Access 5 (2017)
Minghua Wan, Zhihui Lai, Guowei Yang, Zhangjing Yang, Fanlong Zhang, Hao Zheng
Local graph embedding based on maximum margin criterion via fuzzy set. Fuzzy Sets Syst. 318 (2017)
Minghua Wan, Guowei Yang, Shan Gai, Zhangjing Yang
Two-dimensional discriminant locality preserving projections (2DDLPP) and its application to feature extraction via fuzzy set. Multim. Tools Appl. 76 (1) (2017)
Hui Liu, Minghua Wan, Qiaoli Wang
分块MMC及其在人脸识别中的应用 (Modular MMC and its Application in Face Recognition). 计算机科学 42 (8) (2015)
Shan Gai, Guowei Yang, Minghua Wan, Lei Wang
Denoising color images by reduced quaternion matrix singular value decomposition. Multidimens. Syst. Signal Process. 26 (1) (2015)
Chengli Sun, Qi Zhu, Minghua Wan
A novel speech enhancement method based on constrained low-rank and sparse matrix decomposition. Speech Commun. 60 (2014)
Minghua Wan, Ming Li, Guowei Yang, Shan Gai, Zhong Jin
Feature extraction using two-dimensional maximum embedding difference. Inf. Sci. 274 (2014)
Shan Gai, Minghua Wan, Lei Wang, Cihui Yang
Reduced quaternion matrix for color texture classification. Neural Comput. Appl. 25 (3-4) (2014)
Jiajun Wen, Zhihui Lai, Wai Keung Wong, Jinrong Cui, Minghua Wan
Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization. ICPR (2014)
Shan Gai, Guowei Yang, Minghua Wan, Lei Wang
Hidden Markov tree model of images using quaternion wavelet transform. Comput. Electr. Eng. 40 (3) (2014)
Zhihui Lai, Yajing Li, Minghua Wan, Zhong Jin
Local sparse representation projections for face recognition. Neural Comput. Appl. 23 (7-8) (2013)
Shan Gai, Guowei Yang, Minghua Wan
Employing quaternion wavelet transform for banknote classification. Neurocomputing 118 (2013)
Shan Gai, Guowei Yang, Sheng Zhang, Minghua Wan
New Banknote Number Recognition Algorithm Based on Support Vector Machine. ACPR (2013)
Minghua Wan, Wenming Zheng
Fuzzy two-dimensional local graph embedding discriminant analysis (F2DLGEDA) with its application to face and palm biometrics. Neural Comput. Appl. 23 (Supplement-1) (2013)
Xiaoshuang Shi, Zhihui Lai, Zhenhua Guo, Minghua Wan, Cairong Zhao, Heng Kong
Sparse Principal Component Analysis via Joint L 2, 1-Norm Penalty. Australasian Conference on Artificial Intelligence (2013)
Minghua Wan
Maximum inter-class and marginal discriminant embedding (MIMDE) for feature extraction and classification. Neural Comput. Appl. 21 (7) (2012)
Zhihui Lai, Cairong Zhao, Minghua Wan
Fisher Difference Discriminant Analysis: Determining the Effective Discriminant Subspace Dimensions for Face Recognition. Neural Process. Lett. 35 (3) (2012)
Minghua Wan, Ming Li, Zhihui Lai, Jun Yin, Zhong Jin
Feature extraction based on fuzzy class mean embedding (FCME) with its application to face and palm biometrics. Mach. Vis. Appl. 23 (5) (2012)
Minghua Wan, Shan Gai, Jie Shao
Local Graph Embedding Based on Maximum Margin Criterion (LGE/MMC) for Face Recognition. Informatica (Slovenia) 36 (1) (2012)
Zhihui Lai, Minghua Wan, Zhong Jin
Locality preserving embedding for face and handwriting digital recognition. Neural Comput. Appl. 20 (4) (2011)
Minghua Wan, Zhihui Lai, Zhong Jin
Locally Minimizing Embedding and Globally Maximizing Variance: Unsupervised Linear Difference Projection for Dimensionality Reduction. Neural Process. Lett. 33 (3) (2011)
Minghua Wan, Guowei Yang, Wei Huang, Zhong Jin
Class mean embedding for face recognition. Artif. Intell. Rev. 36 (4) (2011)
Minghua Wan, Zhihui Lai, Zhong Jin
Feature extraction using two-dimensional local graph embedding based on maximum margin criterion. Appl. Math. Comput. 217 (23) (2011)
Zhihui Lai, Minghua Wan, Zhong Jin, Jian Yang
Sparse two-dimensional local discriminant projections for feature extraction. Neurocomputing 74 (4) (2011)
Minghua Wan, Zhihui Lai, Zhong Jin
Feature Extraction Based on Class Mean Embedding (CME). ICPR (2010)
Minghua Wan, Zhihui Lai, Jie Shao, Zhong Jin
Two-dimensional local graph embedding discriminant analysis (2DLGEDA) with its application to face and palm biometrics. Neurocomputing 73 (1-3) (2009)