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Robust deep fuzzy K-means clustering for image data Journal article
Wu, Xiaoling, Yu, Yu Feng, Chen, Long, Ding, Weiping, Wang, Yingxu. Robust deep fuzzy K-means clustering for image data[J]. Pattern Recognition, 2024, 153, 110504.
Authors:  Wu, Xiaoling;  Yu, Yu Feng;  Chen, Long;  Ding, Weiping;  Wang, Yingxu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Deep Convolutional Autoencoder  Laplacian Regularization  Locality Preserving  Unsupervised Image Clustering  
Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation Conference paper
Zhang, Chuanbin, Chen, Long, Tian, Yifei, Shi, Zhaoyin, Wang, Yingxu. Multiple Random Feature Superpixel-Based Fuzzy Clustering for Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2023, 85-90.
Authors:  Zhang, Chuanbin;  Chen, Long;  Tian, Yifei;  Shi, Zhaoyin;  Wang, Yingxu
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Fuzzy Clustering  Image Segmentation  Random Feature Map  Super-pixel  
Pixel and region level information fusion in membership regularized fuzzy clustering for image segmentation Journal article
Guo, Li, Shi, Pengfei, Chen, Long, Chen, Chenglizhao, Ding, Weiping. Pixel and region level information fusion in membership regularized fuzzy clustering for image segmentation[J]. Information Fusion, 2023, 92, 479-497.
Authors:  Guo, Li;  Shi, Pengfei;  Chen, Long;  Chen, Chenglizhao;  Ding, Weiping
Favorite | TC[WOS]:26 TC[Scopus]:27  IF:14.7/16.1 | Submit date：2023/02/28
Image Segmentation  Information Fusion  Region Level Information  Regularized Fuzzy Clustering  
Structured-Anchor Projected Clustering for Hyperspectral Images Conference paper
Jiang, Guozhu, Zhang, Jie, Zhang, Yongshan, Jiang, Xinwei, Cai, Zhihua. Structured-Anchor Projected Clustering for Hyperspectral Images[C], 2023.
Authors:  Jiang, Guozhu;  Zhang, Jie;  Zhang, Yongshan;  Jiang, Xinwei;  Cai, Zhihua
Favorite | TC[Scopus]:2 | Submit date：2024/02/22
Anchor Graph  Hyperspectral Image (Hsi)  Laplacian Rank Constraint  Projection Clustering  
Tensor Decomposition Based Latent Feature Clustering for Hyperspectral Band Selection Conference paper
Qi, Jianwen, Zhang, Jie, Zhang, Yongshan, Jiang, Xinwei, Cai, Zhihua. Tensor Decomposition Based Latent Feature Clustering for Hyperspectral Band Selection[C], 2023.
Authors:  Qi, Jianwen;  Zhang, Jie;  Zhang, Yongshan;  Jiang, Xinwei;  Cai, Zhihua
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Band Selection  Hyperspectral Image  Latent Feature Clustering  Tensor Decomposition  
Efficient kernel fuzzy clustering via random Fourier superpixel and graph prior for color image segmentation Journal article
Long Chen, Yin-Ping Zhao, Chuanbin Zhang. Efficient kernel fuzzy clustering via random Fourier superpixel and graph prior for color image segmentation[J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 116, 105335.
Authors:  Long Chen;  Yin-Ping Zhao;  Chuanbin Zhang
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:7.5/7.4 | Submit date：2022/12/01
Fuzzy Clustering  Graph  Image Segmentation  Random Fourier Features  Superpixel  
Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM Journal article
Jielei Chu, Hongjun Wang, Jing Liu, Zhiguo Gong, Tianrui Li. Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(6), 3002-3015.
Authors:  Jielei Chu;  Hongjun Wang;  Jing Liu;  Zhiguo Gong;  Tianrui Li
Favorite | TC[WOS]:14 TC[Scopus]:20  IF:8.9/8.8 | Submit date：2021/03/09
Multi-clustering Integration Rbm  Unsupervised Feature Learning  Cd1 Learning  Image Clustering  
Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data Journal article
Zhaoyin Shi, Long Chen, Guang Yong Chen, Kai Zhao, C. L. Philip Chen. Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(2), 741-752.
Authors:  Zhaoyin Shi;  Long Chen;  Guang Yong Chen;  Kai Zhao;  C. L. Philip Chen
Favorite | TC[WOS]:7 TC[Scopus]:6  IF:8.6/8.7 | Submit date：2022/10/07
Fuzzy Clustering  Fuzzy Subspace  Graph  Image Clustering  Two-dimensional (2-d) Feature Extraction  
Interval type-2 outlier-robust picture fuzzy clustering and its application in medical image segmentation Journal article
Yingxu Wang, Long Chen, Jin Zhou, Tianjun Li, C. L.Philip Chen. Interval type-2 outlier-robust picture fuzzy clustering and its application in medical image segmentation[J]. Applied Soft Computing, 2022, 122.
Authors:  Yingxu Wang;  Long Chen;  Jin Zhou;  Tianjun Li;  C. L.Philip Chen
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:7.2/7.0 | Submit date：2022/08/02
Interval Type-2 Fuzzy Clustering  Medical Image Segmentation  Outlier-robust  Picture Fuzzy Clustering  
MR Image Denoising by FGMM Clustering of Image Patches Conference paper
Shi, Zhaoyin, Chen, Long. MR Image Denoising by FGMM Clustering of Image Patches[C]. Peng Y., Hu S.-M., Gabbouj M., Zhou K., Elad M., Xu K.:Springer Science and Business Media Deutschland GmbH, 2021, 597-606.
Authors:  Shi, Zhaoyin;  Chen, Long
Favorite | TC[Scopus]:1 | Submit date：2022/05/13
Magnetic Resonance Images  Clustering  Image Denoising  Fuzzy Gaussian Mixture Model  Image Patches