Xizhan Gao

发表

Locality-aware group sparse coding on Grassmann manifolds for image set classification

Quansen Sun, Dong Wei, Xiaobo Shen, 2020, Neurocomputing.

A new predefined-time stability theorem and its application in the synchronization of memristive complex-valued BAM neural networks

Lixiang Li, Hui Zhao, Chuan Chen, 2022, Neural Networks.

Discriminative Feature Learning Framework With Gradient Preference for Anomaly Detection

Sijie Niu, Xizhan Gao, Muhao Xu, 2022, IEEE Transactions on Instrumentation and Measurement.

Fixed/Predefined-time synchronization of memristor-based complex-valued BAM neural networks for image protection

Hui Zhao, Xizhan Gao, Qingjié Wang, 2022, Frontiers in Neurorobotics.

Spatial-contextual variational autoencoder with attention correction for anomaly detection in retinal OCT images

H Zhao, Jiwen Dong, Tingting Liu, 2022, Comput. Biol. Medicine.

Fast High-Order Sparse Subspace Clustering With Cumulative MRF for Hyperspectral Images

Kun Liu, Sijie Niu, Qi Diao, 2020, IEEE Geoscience and Remote Sensing Letters.

Multiple rank multi-linear kernel support vector machine for matrix data classification

Haitao Xu, Liya Fan, Xizhan Gao, 2018, Int. J. Mach. Learn. Cybern..

SA-UNet for face anti-spoofing with depth estimation

Jiwen Dong, Sijie Niu, Xizhan Gao, 2022, Thirteenth International Conference on Graphics and Image Processing (ICGIP 2021).

Large margin distribution multi-class supervised novelty detection

W. Zhang, Ning Ye, Xizhan Gao, 2023, Expert Syst. Appl..

DarkASDNet: Classification of ASD on Functional MRI Using Deep Neural Network

Jiwen Dong, Md Rishad Ahmed, Md Shale Ahammed, 2021, Frontiers in Neuroinformatics.

AFLLC: A Novel Active Contour Model Based on Adaptive Fractional Order Differentiation and Local-Linearly Constrained Bias Field

Sijie Niu, Xizhan Gao, Xiaohui Li, 2021, ICONIP.

A fine-to-coarse-to-fine weakly supervised framework for volumetric SD-OCT image segmentation

Tingting Liu, Sijie Niu, Xizhan Gao, 2022, IET Computer Vision.

Weakly supervised serous retinal detachment segmentation in SD-OCT images by two-stage learning.

Sijie Niu, Wen Fan, Xizhan Gao, 2021, Biomedical optics express.

Self-training adversarial learning for cross-domain retinal OCT fluid segmentation

H Zhao, Jiwen Dong, Xizhan Gao, 2023, Comput. Biol. Medicine.

Adaptive graph guided concept factorization on Grassmann manifold

Xizhan Gao, Dong Wei, Quansen Sun, 2021, Inf. Sci..

A novel method for classification of matrix data using Twin Multiple Rank SMMs

Haitao Xu, Liya Fan, Xizhan Gao, 2016, Appl. Soft Comput..

MRCCA: A novel CCA based method and its application in feature extraction and fusion for matrix data

Jing Yang, Quansen Sun, Xizhan Gao, 2018, Appl. Soft Comput..

Joint Metric Learning-Based Class-Specific Representation for Image Set Classification.

Jiwen Dong, Sijie Niu, Dong Wei, 2022, IEEE transactions on neural networks and learning systems.

Sample Reduction-Based Pairwise Linear Regression Classification for IoT Monitoring Systems

Xizhan Gao, Sijie Niu, Wei Hu, 2023, Applied Sciences.

Discrete Metric Learning for Fast Image Set Classification

Xiaobo Shen, Dong Wei, Xizhan Gao, 2022, IEEE Transactions on Image Processing.

Sparse and collaborative representation based kernel pairwise linear regression for image set classification

Jianqiang Gao, Haitao Xu, Quansen Sun, 2020, Expert Syst. Appl..

Multi-model fusion metric learning for image set classification

Jianqiang Gao, Dong Wei, Haitao Xu, 2019, Knowl. Based Syst..

TBSTM: A Novel and Fast Nonlinear Classification Method for Image Data

Haitao Xu, Liya Fan, Xizhan Gao, 2015, Int. J. Pattern Recognit. Artif. Intell..

Neighborhood preserving embedding on Grassmann manifold for image-set analysis

Xizhan Gao, Dong Wei, Quansen Sun, 2022, Pattern Recognit..

Exploiting Sparse Self-Representation and Particle Swarm Optimization for CNN Compression

D. Shen, H Zhao, Jiwen Dong, 2022, IEEE Transactions on Neural Networks and Learning Systems.

Class-specific representation based distance metric learning for image set classification

H Zhao, Jiwen Dong, Dong Wei, 2022, Knowledge-Based Systems.

Prototype learning and collaborative representation using Grassmann manifolds for image set classification

Dong Wei, Xizhan Gao, Quansen Sun, 2020, Pattern Recognit..

Multiple kernel dimensionality reduction based on collaborative representation for set oriented image classification

Zhenwen Ren, Huaijiang Sun, Quan Zhang, 2019, Expert Syst. Appl..

Video‐based fast image set classification for IoT monitoring system

Xizhan Gao, Yongkang Liu, 2023, Internet Technology Letters.

Kernel Generalized Canonical Correlation and a New Feature Fusion Strategy

Quansen Sun, Lina Wei, Xizhan Gao, 2019, ICAIS.

Adaptive-Guided-Coupling-Probability Level Set for Retinal Layer Segmentation

Jiwen Dong, Yuehui Chen, Yue Sun, 2020, IEEE Journal of Biomedical and Health Informatics.

Lesion-aware attention network for diabetic nephropathy diagnosis with optical coherence tomography images

Xizhan Gao, Yuliang Liu, Fenghang Zhang, 2023, Frontiers in medicine.

A novel time series prediction method based on pooling compressed sensing echo state network and its application in stock market

Hui Zhao, Mingwen Zheng, Xizhan Gao, 2023, Neural Networks.

MFNet-LE: Multilevel fusion network with Laplacian embedding for face presentation attacks detection

Jiwen Dong, Sijie Niu, Xizhan Gao, 2021, IET Image Process..

2D-LPCCA and 2D-SPCCA: Two new canonical correlation methods for feature extraction, fusion and recognition

Haitao Xu, Quansen Sun, Xizhan Gao, 2018, Neurocomputing.

Uncertainty-weighted prototype active learning in domain adaptive semantic segmentation

Xizhan Gao, Zihao Dong, Sijie Niu, 2024, Expert Systems with Applications.

Deep Low-Rank Graph Convolutional Subspace Clustering for Hyperspectral Image

Jiwen Dong, Sijie Niu, Xizhan Gao, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Sparse Representation Classifier Guided Grassmann Reconstruction Metric Learning With Applications to Image Set Analysis

Xiaobo Shen, Dong Wei, Xizhan Gao, 2023, IEEE Transactions on Multimedia.