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Journal Articles
- 2024
[j55]Zhangjing Yang, Dingan Wang, Pu Huang
, Minghua Wan, Guowei Yang:
Regularisation constrained denoising discriminant least squares regression for image classification. Expert Syst. Appl. 252: 124253 (2024)- [j54]Lin Zhang, Minghua Wan, Pu Huang, Guowei Yang:
Adversarial compact wrapping classifier learning for open set recognition. Inf. Sci. 680: 121114 (2024) - [j53]Minghua Wan, Jingyu Zhu, Chengli Sun, Zhangjing Yang, Jun Yin, Guowei Yang:
Tensor Low-Rank Graph Embedding and Learning for One-Step Incomplete Multi-View Clustering. IEEE Trans. Multim. 26: 9763-9775 (2024) - 2023
- [j52]Pu Huang, Zhangjing Yang, Minghua Wan, Guowei Yang:
Two phase representation discriminant projection for face recognition. Comput. Electr. Eng. 112: 109020 (2023) - [j51]Zhangjing Yang, Qimeng Fan, Pu Huang, Fanlong Zhang, Minghua Wan, Guowei Yang:
Double constrained discriminative least squares regression for image classification. Inf. Sci. 647: 119504 (2023) - [j50]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: 119517 (2023) - [j49]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: 119636 (2023) - [j48]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): 2155-2168 (2023) - [j47]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: 109034 (2023) - 2022
- [j46]Minghua Wan, Xueyu Chen, Cairong Zhao, Tianming Zhan, Guowei Yang:
A new weakly supervised discrete discriminant hashing for robust data representation. Inf. Sci. 611: 335-348 (2022) - [j45]Zhangjing Yang, Xinxin Wu, Pu Huang, Fanlong Zhang, Minghua Wan, Zhihui Lai:
Orthogonal autoencoder regression for image classification. Inf. Sci. 618: 400-416 (2022) - [j44]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): 2991-3007 (2022) - [j43]Chuanbo Huang, Minghua Wan:
Automated segmentation of brain tumor based on improved U-Net with residual units. Multim. Tools Appl. 81(9): 12543-12566 (2022) - [j42]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): 1917-1927 (2022) - 2021
- [j41]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: 6638985:1-6638985:10 (2021) - [j40]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: 1-15 (2021) - [j39]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): 2113-2128 (2021) - [j38]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): 895 (2021) - [j37]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: 377-388 (2021) - 2020
- [j36]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: 47914-47924 (2020) - [j35]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): 1642-1646 (2020) - [j34]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): 2247-2260 (2020) - 2019
- [j33]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: 11868-11881 (2019) - [j32]Minghua Wan, Hao Zheng, Guowei Yang, Tianming Zhan, Wei Huang:
Tri-Direction 2D-Fisher Discriminant Analysis (T2D-FDA) for Feature Extraction. IEEE Access 7: 114714-114720 (2019) - [j31]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): 22109-22126 (2019) - [j30]Zhangjing Yang, Pu Huang, Minghua Wan, Tianming Zhan, Fanlong Zhang, Limin Luo:
Discriminant maximum margin projections for face recognition. Multim. Tools Appl. 78(17): 23847-23865 (2019) - [j29]Minghua Wan, Zhihui Lai:
Generalized Discriminant Local Median Preserving Projections (GDLMPP) for Face Recognition. Neural Process. Lett. 49(3): 951-963 (2019) - [j28]Minghua Wan, Guowei Yang, Chengli Sun, Maoxi Liu:
Sparse two-dimensional discriminant locality-preserving projection (S2DDLPP) for feature extraction. Soft Comput. 23(14): 5511-5518 (2019) - 2018
- [j27]Fanlong Zhang, Guowei Yang, Zhangjing Yang, Minghua Wan:
Robust Recovery of Corrupted Image Data Based on L1-2 Metric. IEEE Access 6: 5848-5855 (2018) - [j26]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): 90-93 (2018) - [j25]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): 1387-1398 (2018) - [j24]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): 3795-3811 (2018) - 2017
- [j23]Minghua Wan, Zhihui Lai:
Multi-Manifold Locality Graph Embedding Based on the Maximum Margin Criterion (MLGE/MMC) for Face Recognition. IEEE Access 5: 9823-9830 (2017) - [j22]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: 120-131 (2017) - [j21]Minghua Wan, Zhihui Lai:
Feature Extraction via Sparse Difference Embedding (SDE). KSII Trans. Internet Inf. Syst. 11(7): 3594-3607 (2017) - [j20]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): 355-371 (2017) - 2015
- [j19]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): 78-81 (2015) - [j18]Shan Gai, Guowei Yang, Minghua Wan, Lei Wang:
Denoising color images by reduced quaternion matrix singular value decomposition. Multidimens. Syst. Signal Process. 26(1): 307-320 (2015) - 2014
- [j17]Shan Gai, Guowei Yang, Minghua Wan, Lei Wang:
Hidden Markov tree model of images using quaternion wavelet transform. Comput. Electr. Eng. 40(3): 819-832 (2014) - [j16]Minghua Wan, Ming Li, Guowei Yang, Shan Gai, Zhong Jin:
Feature extraction using two-dimensional maximum embedding difference. Inf. Sci. 274: 55-69 (2014) - [j15]Shan Gai, Minghua Wan, Lei Wang, Cihui Yang:
Reduced quaternion matrix for color texture classification. Neural Comput. Appl. 25(3-4): 945-954 (2014) - [j14]Chengli Sun, Qi Zhu, Minghua Wan:
A novel speech enhancement method based on constrained low-rank and sparse matrix decomposition. Speech Commun. 60: 44-55 (2014) - 2013
- [j13]Shan Gai, Guowei Yang, Minghua Wan:
Employing quaternion wavelet transform for banknote classification. Neurocomputing 118: 171-178 (2013) - [j12]Zhihui Lai, Yajing Li, Minghua Wan, Zhong Jin:
Local sparse representation projections for face recognition. Neural Comput. Appl. 23(7-8): 2231-2239 (2013) - [j11]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): 201-207 (2013) - 2012
- [j10]Minghua Wan, Shan Gai, Jie Shao:
Local Graph Embedding Based on Maximum Margin Criterion (LGE/MMC) for Face Recognition. Informatica (Slovenia) 36(1): 103-112 (2012) - [j9]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): 985-997 (2012) - [j8]Minghua Wan:
Maximum inter-class and marginal discriminant embedding (MIMDE) for feature extraction and classification. Neural Comput. Appl. 21(7): 1737-1743 (2012) - [j7]Zhihui Lai, Cairong Zhao, Minghua Wan:
Fisher Difference Discriminant Analysis: Determining the Effective Discriminant Subspace Dimensions for Face Recognition. Neural Process. Lett. 35(3): 203-220 (2012) - 2011
- [j6]Minghua Wan, Guowei Yang, Wei Huang, Zhong Jin:
Class mean embedding for face recognition. Artif. Intell. Rev. 36(4): 285-297 (2011) - [j5]Minghua Wan, Zhihui Lai, Zhong Jin:
Feature extraction using two-dimensional local graph embedding based on maximum margin criterion. Appl. Math. Comput. 217(23): 9659-9668 (2011) - [j4]Zhihui Lai, Minghua Wan, Zhong Jin, Jian Yang:
Sparse two-dimensional local discriminant projections for feature extraction. Neurocomputing 74(4): 629-637 (2011) - [j3]Zhihui Lai, Minghua Wan, Zhong Jin:
Locality preserving embedding for face and handwriting digital recognition. Neural Comput. Appl. 20(4): 565-573 (2011) - [j2]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): 267-282 (2011) - 2009
- [j1]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): 197-203 (2009)
Conference and Workshop Papers
- 2023
- [c7]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: 1229-1234 - 2017
- [c6]Fanlong Zhang, Zhangjing Yang, Minghua Wan, Guowei Yang:
Robust Principal Component Analysis Based on L1-2 Metric. ACPR 2017: 394-398 - [c5]Fanlong Zhang, Heyou Chang, Guowei Yang, Zhangjing Yang, Minghua Wan:
Truncated Nuclear Norm Based Low Rank Embedding. CCBR 2017: 708-715 - 2014
- [c4]Jiajun Wen, Zhihui Lai, Wai Keung Wong, Jinrong Cui, Minghua Wan:
Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization. ICPR 2014: 517-521 - 2013
- [c3]Shan Gai, Guowei Yang, Sheng Zhang, Minghua Wan:
New Banknote Number Recognition Algorithm Based on Support Vector Machine. ACPR 2013: 176-180 - [c2]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: 148-159 - 2010
- [c1]Minghua Wan, Zhihui Lai, Zhong Jin:
Feature Extraction Based on Class Mean Embedding (CME). ICPR 2010: 4174-4177
Informal and Other Publications
- 2024
- [i1]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 abs/2402.02158 (2024)
Coauthor Index
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