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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  
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 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  
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  
An Underwater Organism Image Dataset and a Lightweight Module Designed for Object Detection Networks Journal article
Huang, Jiafeng, Zhang, Tianjun, Zhao, Shengjie, Zhang, Lin, Zhou, Yicong. An Underwater Organism Image Dataset and a Lightweight Module Designed for Object Detection Networks[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2024, 20(5), 147.
Authors:  Huang, Jiafeng;  Zhang, Tianjun;  Zhao, Shengjie;  Zhang, Lin;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.2/4.9 | Submit date：2024/03/07
Benchmark Dataset  Lightweight Module  Object Detection