Xizhan Gao

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Canonical Correlation Analysis

Grassmann Manifold

Top Venues

Expert Syst. Appl.

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Learning adaptive Grassmann neighbors for image-set analysis. Expert Syst. Appl. 247 (2024)
Xizhan Gao, Kang Wei, Sijie Niu, Hui Zhao, Jiwen Dong
EDLRDPL_Net: A New Deep Dictionary Learning Network for SAR Image Classification. IEEE Signal Process. Lett. 31 (2024)
Kai Wang, Jiwen Dong, Guang Feng, Xizhan Gao, Hui Zhao, Zihao Dong, Jinglan Tian, Bowen Liu, Sijie Niu
Contrastive Learning with Global Representation for Face Anti-spoofing. ICIC (5) (2024)
Xiaotong Bu, Jiwen Dong, Mengjiao Zhang, Guang Feng, Xizhan Gao, Sijie Niu
Deep Self-supervised Subspace Clustering with Triple Loss. MMM (2) (2024)
Xizhan Gao, Sijie Niu, Dong Wei, Xingrui Liu, Tingwei Wang, Fa Zhu, Jiwen Dong, Quansen Sun
Joint Metric Learning-Based Class-Specific Representation for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Zihao Dong, Sijie Niu, Xizhan Gao, Xiuli Shao
Coarse-to-fine online latent representations matching for one-stage domain adaptive semantic segmentation. Pattern Recognit. 146 (2024)
Zihao Dong, Sijie Niu, Xizhan Gao, Jinping Li, Xiuli Shao
Uncertainty-weighted prototype active learning in domain adaptive semantic segmentation. Expert Syst. Appl. 245 (2024)
Sijie Niu, Ruiwen Xing, Xizhan Gao, Tingting Liu, Yuehui Chen
A fine-to-coarse-to-fine weakly supervised framework for volumetric SD-OCT image segmentation. IET Comput. Vis. 17 (2) (2023)
Zijian Wang, Hui Zhao, Mingwen Zheng, Sijie Niu, Xizhan Gao, Lixiang Li
A novel time series prediction method based on pooling compressed sensing echo state network and its application in stock market. Neural Networks 164 (2023)
Yinghui Sun, Xizhan Gao, Sijie Niu, Dong Wei, Zhen Cui
Two-directional two-dimensional fractional-order embedding canonical correlation analysis for multi-view dimensionality reduction and set-based video recognition. Expert Syst. Appl. 214 (2023)
Muhao Xu, Xueying Zhou, Xizhan Gao, Weikai He, Sijie Niu
Discriminative Feature Learning Framework With Gradient Preference for Anomaly Detection. IEEE Trans. Instrum. Meas. 72 (2023)
Fa Zhu, Xingchi Chen, Xizhan Gao, Weidu Ye, Hai Zhao, Athanasios V. Vasilakos
Constraint-weighted support vector ordinal regression to resist constraint noises. Inf. Sci. 649 (2023)
Yafei Lu, Hui Zhao, Aidi Liu, Mingwen Zheng, Sijie Niu, Xizhan Gao, Xiju Zong
Predefined-Time Event-Triggered Consensus for Nonlinear Multi-Agent Systems with Uncertain Parameter. ICONIP (1) (2023)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Sparse Representation Classifier Guided Grassmann Reconstruction Metric Learning With Applications to Image Set Analysis. IEEE Trans. Multim. 25 (2023)
Xiaohui Li, Sijie Niu, Xizhan Gao, Xueying Zhou, Jiwen Dong, Hui Zhao
Self-training adversarial learning for cross-domain retinal OCT fluid segmentation. Comput. Biol. Medicine 155 (2023)
Lei Zhou, Hui Zhao, Aidi Liu, Sijie Niu, Xizhan Gao, Xiju Zong
Predefined-Time Synchronization of Complex Networks with Disturbances by Using Sliding Mode Control. ICONIP (7) (2023)
Hui Zhao, Lei Zhou, Qingjie Wang, Sijie Niu, Xizhan Gao, Xiju Zong
New Predefined-Time Stability Theorem and Applications to the Fuzzy Stochastic Memristive Neural Networks with Impulsive Effects. ICONIP (2) (2023)
Qingjie Wang, Hui Zhao, Aidi Liu, Sijie Niu, Xizhan Gao, Xiju Zong, Lixiang Li
An Improved Fixed-Time Stability Theorem and its Application to the Synchronization of Stochastic Impulsive Neural Networks. Neural Process. Lett. 55 (6) (2023)
Xueying Zhou, Sijie Niu, Xiaohui Li, Hui Zhao, Xizhan Gao, Tingting Liu, Jiwen Dong
Spatial-contextual variational autoencoder with attention correction for anomaly detection in retinal OCT images. Comput. Biol. Medicine 152 (2023)
Fei Yin, Xizhan Gao, Sijie Niu, Hui Zhao, Guang Feng
Self-Attention based Deep Hash Learning Method for Efficient Image Retrieval. ICBDT (2023)
Sijie Niu, Kun Gao, Pengfei Ma, Xizhan Gao, Hui Zhao, Jiwen Dong, Yuehui Chen, Dinggang Shen
Exploiting Sparse Self-Representation and Particle Swarm Optimization for CNN Compression. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Fa Zhu, Wenjie Zhang, Xingchi Chen, Xizhan Gao, Ning Ye
Large margin distribution multi-class supervised novelty detection. Expert Syst. Appl. 224 (2023)
Xizhan Gao, Zeming Feng, Dong Wei, Sijie Niu, Hui Zhao, Jiwen Dong
Class-specific representation based distance metric learning for image set classification. Knowl. Based Syst. 254 (2022)
Shenyuan Li, Jiwen Dong, Junting Chen, Xizhan Gao, Sijie Niu
Vision Transformer with Depth Auxiliary Information for Face Anti-spoofing. ICONIP (3) (2022)
Muhao Xu, Xueying Zhou, Xizhan Gao, Weikai He, Sijie Niu
Discriminative Feature Learning Framework with Gradient Preference for Anomaly Detection. CoRR (2022)
Aidi Liu, Hui Zhao, Qingjié Wang, Sijie Niu, Xizhan Gao, Chuan Chen, Lixiang Li
A new predefined-time stability theorem and its application in the synchronization of memristive complex-valued BAM neural networks. Neural Networks 153 (2022)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao
Discrete Metric Learning for Fast Image Set Classification. IEEE Trans. Image Process. 31 (2022)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Neighborhood preserving embedding on Grassmann manifold for image-set analysis. Pattern Recognit. 122 (2022)
Aidi Liu, Hui Zhao, Qingjie Wang, Sijie Niu, Xizhan Gao, Zhen Su, Lixiang Li
Fixed/Predefined-time synchronization of memristor-based complex-valued BAM neural networks for image protection. Frontiers Neurorobotics 16 (2022)
Tianhao Han, Sijie Niu, Xizhan Gao, Wenyue Yu, Na Cui, Jiwen Dong
Deep Low-Rank Graph Convolutional Subspace Clustering for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kang Wei, Jiwen Dong, Wei Hu, Sijie Niu, Hui Zhao, Xizhan Gao
Deep Dictionary Pair Learning for SAR Image Classification. ICANN (3) (2022)
Md Shale Ahammed, Sijie Niu, Md Rishad Ahmed, Jiwen Dong, Xizhan Gao, Yuehui Chen
DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network. Frontiers Neuroinformatics 15 (2021)
Yingying Han, Jiwen Dong, Fan Li, Xiaohui Li, Xizhan Gao, Sijie Niu
AFLLC: A Novel Active Contour Model Based on Adaptive Fractional Order Differentiation and Local-Linearly Constrained Bias Field. ICONIP (3) (2021)
Sijie Niu, Xiaofeng Qu, Junting Chen, Xizhan Gao, Tingwei Wang, Jiwen Dong
MFNet-LE: Multilevel fusion network with Laplacian embedding for face presentation attacks detection. IET Image Process. 15 (14) (2021)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
Adaptive graph guided concept factorization on Grassmann manifold. Inf. Sci. 576 (2021)
Xiaohui Li, Sijie Niu, Xizhan Gao, Tingting Liu, Jiwen Dong
Unsupervised Domain Adaptation with Self-selected Active Learning for Cross-domain OCT Image Segmentation. ICONIP (2) (2021)
Limei Wang, Sijie Niu, Xizhan Gao, Kun Liu, Feixia Lu, Qi Diao, Jiwen Dong
Fast High-Order Sparse Subspace Clustering With Cumulative MRF for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 18 (1) (2021)
Xizhan Gao, Quansen Sun, Haitao Xu, Jianqiang Gao
Sparse and collaborative representation based kernel pairwise linear regression for image set classification. Expert Syst. Appl. 140 (2020)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan
Prototype learning and collaborative representation using Grassmann manifolds for image set classification. Pattern Recognit. 100 (2020)
Yue Sun, Sijie Niu, Xizhan Gao, Jie Su, Jiwen Dong, Yuehui Chen, Li Wang
Adaptive-Guided-Coupling-Probability Level Set for Retinal Layer Segmentation. IEEE J. Biomed. Health Informatics 24 (11) (2020)
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan
Locality-aware group sparse coding on Grassmann manifolds for image set classification. Neurocomputing 385 (2020)
Xizhan Gao, Sijie Niu, Quansen Sun
Two-Directional Two-Dimensional Kernel Canonical Correlation Analysis. IEEE Signal Process. Lett. 26 (11) (2019)
Haochen Yang, Tieqiao Wang, Xuesong Zhou, Jiwen Dong, Xizhan Gao, Sijie Niu
Quantitative Estimation of Rainfall Rate Intensity Based on Deep Convolutional Neural Network and Radar Reflectivity Factor. ICBDT (2019)
Lina Wei, Quansen Sun, Xizhan Gao
Kernel Generalized Canonical Correlation and a New Feature Fusion Strategy. ICAIS (3) (2019)
Xizhan Gao, Quansen Sun, Haitao Xu, Dong Wei, Jianqiang Gao
Multi-model fusion metric learning for image set classification. Knowl. Based Syst. 164 (2019)
Wenzhu Yan, Huaijiang Sun, Quansen Sun, Zhichao Zheng, Xizhan Gao, Quan Zhang, Zhenwen Ren
Multiple kernel dimensionality reduction based on collaborative representation for set oriented image classification. Expert Syst. Appl. 137 (2019)
Xizhan Gao, Quansen Sun, Haitao Xu, Yanmeng Li
2D-LPCCA and 2D-SPCCA: Two new canonical correlation methods for feature extraction, fusion and recognition. Neurocomputing 284 (2018)
Xizhan Gao, Liya Fan, Haitao Xu
Multiple rank multi-linear kernel support vector machine for matrix data classification. Int. J. Mach. Learn. Cybern. 9 (2) (2018)
Xizhan Gao, Quansen Sun, Haitao Xu, Yanmeng Li
Kernel Dual Linear Regression for Face Image Set Classification. ICPR (2018)
Xizhan Gao, Quansen Sun, Jing Yang
MRCCA: A novel CCA based method and its application in feature extraction and fusion for matrix data. Appl. Soft Comput. 62 (2018)
Xizhan Gao, Quansen Sun, Haitao Xu
Multiple Instance Learning via Semi-supervised Laplacian TSVM. Neural Process. Lett. 46 (1) (2017)
Xizhan Gao, Quansen Sun, Haitao Xu
Multiple-rank supervised canonical correlation analysis for feature extraction, fusion and recognition. Expert Syst. Appl. 84 (2017)
Xizhan Gao, Liya Fan, Haitao Xu
A novel method for classification of matrix data using Twin Multiple Rank SMMs. Appl. Soft Comput. 48 (2016)
Haitao Xu, Liya Fan, Xizhan Gao
Projection twin SMMs for 2d image data classification. Neural Comput. Appl. 26 (1) (2015)
Haitao Xu, Liya Fan, Xizhan Gao
TBSTM: A Novel and Fast Nonlinear Classification Method for Image Data. Int. J. Pattern Recognit. Artif. Intell. 29 (8) (2015)