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Machine Learning for Brain Imaging Genomics Methods: A Review 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:  Mei-Ling Wang;  Wei Shao;  Xiao-Ke Hao;  Dao-Qiang Zhang
Adobe PDF(2285Kb)  |  Favorite  |  View/Download:59/17  |  Submit date:2024/04/23
Brain imaging genomics  machine learning  multivariate analysis  association analysis  outcome prediction  
Leveraging balanced semantic embedding for generative zero-shot learning 期刊论文
IEEE Trans. Neural Networks and Learning Systems, 2021, 期号: 1, 页码: 1
Authors:  Guo-Sen Xie;  Tian-Zhu Xiang;  Fang Zhao;  Xu-Yao Zhang;  Zheng Zhang;  Ling Shao;  Xuelong Li
Favorite  |  View/Download:107/0  |  Submit date:2022/04/07
Accepted  
Bifurcated Backbone Strategy for RGB-D Salient Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 8727-8742
Authors:  Zhai, Yingjie;  Fan, Deng-Ping;  Yang, Jufeng;  Borji, Ali;  Shao, Ling;  Han, Junwei;  Wang, Liang
Favorite  |  View/Download:179/0  |  Submit date:2021/12/28
RGB-D salient object detection  bifurcated backbone strategy  multi-level features  cascaded refinement  
VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 期号: 1, 页码: 4316-4329
Authors:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yao, Yazhou;  Zhang, Zheng;  Zhao, Fang;  Shao, Ling
Favorite  |  View/Download:336/0  |  Submit date:2021/06/07
Semantics  Training  Task analysis  Image reconstruction  Whales  Manifolds  Generative adversarial networks  Zero-shot learning  virtual sample generation  transductive  
fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184
Authors:  Shuo Huang;  Wei Shao;  Mei-Ling Wang;  Dao-Qiang Zhang
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Functional magnetic resonance imaging (fMRI)  functional alignment  brain activity, brain decoding  visual stimuli reconstruction  
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
Authors:  Xie, Guo-Sen;  Zhang, Zheng;  Liu, Li;  Zhu, Fan;  Zhang, Xu-Yao;  Shao, Ling;  Li, Xuelong
Favorite  |  View/Download:252/0  |  Submit date:2021/01/07
Training  Task analysis  Learning systems  Computational modeling  Optimization  Support vector machines  Principal component analysis  Feature learning  feature selection  least squares  subspace learning  
Deep Learning for Pattern Recognition 期刊论文
PATTERN RECOGNITION LETTERS, 2019, 卷号: 119, 页码: 1-2
Authors:  Zhang, Zhaoxiang;  Shan, Shiguang;  Fang, Yi;  Shao, Ling
Favorite  |  View/Download:218/0  |  Submit date:2019/07/12
GII Representation-Based Cross-View Gait Recognition by Discriminative Projection With List-Wise Constraints 期刊论文
IEEE Transactions on Cybernetics, 2017, 卷号: pp, 期号: 99, 页码: 1-13
Authors:  Zhaoxiang Zhang;  Jiaxin Chen;  Qiang Wu;  Ling Shao
Favorite  |  View/Download:186/0  |  Submit date:2018/02/05
Cross-view Gait Recognition  Discriminative Projection  Gait Individuality Image  List-wise Constraints  
Compressive Sequential Learning for Action Similarity Labeling 期刊论文
IEEE Transactions on Image Processing, 2015, 卷号: 25, 期号: 2, 页码: 756 - 769
Authors:  Jie Qin;  Li Liu;  Zhaoxiang Zhang;  Yunhong Wang;  Ling Shao
Favorite  |  View/Download:213/0  |  Submit date:2017/02/09
Sparse Random Projection  Action Recognition  Action Similarity Labeling  Pair Matching  Boosting  
Recent advances and trends in visual tracking: A review 期刊论文
NEUROCOMPUTING, 2011, 卷号: 74, 期号: 18, 页码: 3823-3831
Authors:  Yang, Hanxuan;  Shao, Ling;  Zheng, Feng;  Wang, Liang;  Song, Zhan
Favorite  |  View/Download:179/0  |  Submit date:2015/11/08
Visual Tracking  Feature Descriptor  Online Learning  Contextural Information  Monte Carlo Sampling