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Pre-trained SAM as data augmentation for image segmentation Journal article
Wu, Junjun, Rao, Yunbo, Zeng, Shaoning, Zhang, Bob. Pre-trained SAM as data augmentation for image segmentation[J]. CAAI Transactions on Intelligence Technology, 2024.
Authors:  Wu, Junjun;  Rao, Yunbo;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.4/6.7 | Submit date：2024/11/05
Data Augmentation  Image Segmentation  Large Model  Segment Anything Model  
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob, Fang, Leyuan. Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning[J]. Pattern Recognition, 2024, 149, 110218.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob;  Fang, Leyuan
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/05/16
Feature Extraction  Latent Space  Linear Discriminant Analysis  Pattern Classification  Structure Learning  
Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory Journal article
Zhou, Jianhang, Li, Shuyi, Zeng, Shaoning, Zhang, Bob. Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Zhou, Jianhang;  Li, Shuyi;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:1 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/05/16
Adaptation Models  Bayes Methods  Computational Intelligence  Computational Intelligence  Graph Theory  Nuclear Magnetic Resonance  Nuclear-norm Matrix Regression  Probabilistic Logic  Probability Theory  Random Graph  Structural Information  Training  
Learning with Euler Collaborative Representation for Robust Pattern Analysis Journal article
Zhou, Jianhang, Wang, Guancheng, Zeng, Shaoning, Zhang, Bob. Learning with Euler Collaborative Representation for Robust Pattern Analysis[J]. ACM Transactions on Intelligent Systems and Technology, 2023, 14(6).
Authors:  Zhou, Jianhang;  Wang, Guancheng;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/8.5 | Submit date：2024/01/10
Euler Space  Collaborative Representation  Pattern Analysis  Robustness  
Joint Augmented and Compressed Dictionaries for Robust Image Classification Journal article
Shaoning Zeng, Yunbo Rao, Bob Zhang, Yong Xu. Joint Augmented and Compressed Dictionaries for Robust Image Classification[J]. ACM Transactions on Multimedia Computing Communications and Applications, 2023, 19(3), 1–24.
Authors:  Shaoning Zeng;  Yunbo Rao;  Bob Zhang;  Yong Xu
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.9 | Submit date：2023/11/10
Classification And Regression  Inference Algorithms  Supervised Learning  Machine Learning  
Consensus Sparsity: Multi-Context Sparse Image Representation via L∞-Induced Matrix Variate Journal article
Jianhang Zhou, Bob Zhang, Shaoning Zeng. Consensus Sparsity: Multi-Context Sparse Image Representation via L∞-Induced Matrix Variate[J]. IEEE Transactions on Image Processing, 2022, 32, 603-616.
Authors:  Jianhang Zhou;  Bob Zhang;  Shaoning Zeng
Favorite | TC[WOS]:0 TC[Scopus]:4  IF:10.8/12.1 | Submit date：2023/08/03
Consensus Sparsity  Image Analysis  L∞-norm  Matrix Variate  Sparsity  
Fuzzy Graph Subspace Convolutional Network Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob. Fuzzy Graph Subspace Convolutional Network[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 35(4), 5641-5655.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2024/05/02
Fuzzy Set Theory  Graph Convolutional Network (Gcn)  Low-rank Representation (Lrr)  Subspace Learning (Sc)  
Learning salient self-representation for image recognition via orthogonal transformation Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Learning salient self-representation for image recognition via orthogonal transformation[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 212, 118663.
Authors:  Jianhang Zhou;  Shaoning Zeng;  Bob Zhang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/02/22
Pattern Classification  Self-representation  Orthogonal Transformation  Linear Orthogonal Transformation  
Joint Discriminative Latent Subspace Learning for Image Classification Journal article
Zhou, Jianhang, Zhang, Bob, Zeng, Shaoning, Lai, Qi. Joint Discriminative Latent Subspace Learning for Image Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(7), 4653-4666.
Authors:  Zhou, Jianhang;  Zhang, Bob;  Zeng, Shaoning;  Lai, Qi
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:8.3/7.1 | Submit date：2022/05/13
Subspace Learning  Least Square Regression  Data Representation  Image Classification  
Sparsity-Induced Graph Convolutional Network for Semisupervised Learning Journal article
Zhou, Jianhang, Zeng, Shaoning, Zhang, Bob. Sparsity-Induced Graph Convolutional Network for Semisupervised Learning[J]. IEEE Transactions on Artificial Intelligence, 2021, 2(6), 549-564.
Authors:  Zhou, Jianhang;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[Scopus]:11