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Few-shot image classification via hybrid representation Journal article
Liu, Bao Di, Shao, Shuai, Zhao, Chunyan, Xing, Lei, Liu, Weifeng, Cao, Weijia, Zhou, Yicong. Few-shot image classification via hybrid representation[J]. Pattern Recognition, 2024, 155, 110640.
Authors:  Liu, Bao Di;  Shao, Shuai;  Zhao, Chunyan;  Xing, Lei;  Liu, Weifeng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/07/04
Few-shot Image Classification  Shared Representation  Specific Representation  
Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service Journal article
Zhang, Kuiyuan, Hua, Zhongyun, Li, Yuanman, Zhang, Yushu, Zhou, Yicong. Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service[J]. IEEE Transactions on Services Computing, 2024, 17(5), 2974-2988.
Authors:  Zhang, Kuiyuan;  Hua, Zhongyun;  Li, Yuanman;  Zhang, Yushu;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.9 | Submit date：2024/02/22
Compressive Sensing Service  Compressive Sampling  Image Reconstruction  Adaptive Sampling  Deep Learning  
DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning Conference paper
Shao, Shuai, Bai, Yu, Wang, Yan, Liu, Baodi, Zhou, Yicong. DeIL: Direct-and-Inverse CLIP for Open-World Few-Shot Learning[C]:IEEE Computer Society, 2024, 28505-28514.
Authors:  Shao, Shuai;  Bai, Yu;  Wang, Yan;  Liu, Baodi;  Zhou, Yicong
Favorite | TC[Scopus]:1 | Submit date：2024/11/05
Computer Vision  Filtering  Noise Reduction  Transforms  Pattern Recognition  Few Shot Learning  Clip  Open-world Few-shot Learning  
Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery Journal article
Zhang, Yongshan, Jiang, Guozhu, Cai, Zhihua, Zhou, Yicong. Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery[J]. IEEE Transactions on Multimedia, 2024, 26, 9551-9563.
Authors:  Zhang, Yongshan;  Jiang, Guozhu;  Cai, Zhihua;  Zhou, Yicong
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:8.4/8.0 | Submit date：2024/05/16
Hyperspectral Imagery  Bipartite Graph  Projected Clustering  Superpixel Segmentation  
Two-Dimensional Cyclic Chaotic System for Noise-Reduced OFDM-DCSK Communication Journal article
Hua, Zhongyun, Wu, Zihua, Zhang, Yinxing, Bao, Han, Zhou, Yicong. Two-Dimensional Cyclic Chaotic System for Noise-Reduced OFDM-DCSK Communication[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024.
Authors:  Hua, Zhongyun;  Wu, Zihua;  Zhang, Yinxing;  Bao, Han;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.5 | Submit date：2024/10/10
Chaotic System  Chaos-based Practicality  Secure Communication  Chaotic Communication  
Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection Journal article
Zhang, Yongshan, Qi, Jianwen, Wang, Xinxin, Cai, Zhihua, Peng, Jiangtao, Zhou, Yicong. Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Zhang, Yongshan;  Qi, Jianwen;  Wang, Xinxin;  Cai, Zhihua;  Peng, Jiangtao; et al.
Favorite | TC[Scopus]:2  IF:8.3/7.1 | Submit date：2024/09/03
Hyperspectral Band Selection  Graph Self-representation  High-order Tensor  Global-local Information  
Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction Journal article
Liu, Kangdao, Xiao, Xiaolin, You, Jinkun, Zhou, Yicong. Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8), 7315-7327.
Authors:  Liu, Kangdao;  Xiao, Xiaolin;  You, Jinkun;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Dimensionality Reduction  Image Feature Extraction  Subspace Learning  T-product  
Enhanced Pseudo-Label Generation with Self-supervised Training for Weakly-supervised Semantic Segmentation Journal article
Qin, Zhen, Chen, Yujie, Zhu, Guosong, Zhou, Erqiang, Zhou, Yingjie, Zhou, Yicong, Zhu, Ce. Enhanced Pseudo-Label Generation with Self-supervised Training for Weakly-supervised Semantic Segmentation[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(8), 7017-7028.
Authors:  Qin, Zhen;  Chen, Yujie;  Zhu, Guosong;  Zhou, Erqiang;  Zhou, Yingjie; et al.
Favorite | TC[WOS]:3 TC[Scopus]:6  IF:8.3/7.1 | Submit date：2024/05/16
Attention Transfer Mechanism  Class Attention/activation Maps  Semantic Segmentation  Weakly-supervised Learning  
Tensorial Evolutionary Optimization for Natural Image Matting Journal article
Lei, Si Chao, Gong, Yue Jiao, Xiao, Xiao Lin, Zhou, Yi Cong, Zhang, Jun. Tensorial Evolutionary Optimization for Natural Image Matting[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(7), 194.
Authors:  Lei, Si Chao;  Gong, Yue Jiao;  Xiao, Xiao Lin;  Zhou, Yi Cong;  Zhang, Jun
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.9 | Submit date：2024/06/05
Heuristic Optimization  Natural Image Matting  Tensorial Evolutionary Algorithm  
Real-Time Surface Identification System for Variable Walking Speeds of Biped Robots Journal article
Luo, Aiwen, Bhattacharya, Sandip, Miura-Mattausch, Mitiko, Zhou, Yicong, Mattausch, Hans J.. Real-Time Surface Identification System for Variable Walking Speeds of Biped Robots[J]. IEEE Embedded Systems Letters, 2024, 16(2), 130-133.
Authors:  Luo, Aiwen;  Bhattacharya, Sandip;  Miura-Mattausch, Mitiko;  Zhou, Yicong;  Mattausch, Hans J.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.7/1.6 | Submit date：2024/02/23
Biped Robot  Force Sensor  Real-time Support Vector Machine (Svm)  Surface Identification  Variable Walking Speed