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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  
RAN: Region-Aware Network for Remote Sensing Image Super-Resolution Journal article
Liu, Baodi, Zhao, Lifei, Shao, Shuai, Liu, Weifeng, Tao, Dapeng, Cao, Weijia, Zhou, Yicong. RAN: Region-Aware Network for Remote Sensing Image Super-Resolution[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 5408113.
Authors:  Liu, Baodi;  Zhao, Lifei;  Shao, Shuai;  Liu, Weifeng;  Tao, Dapeng; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2024/02/22
Attention Mechanism  Contrastive Learning  Graph Neural Network  Remote Sensing (Rs) Image Super-resolution (Sr)  
Self-Paced Hard Task-Example Mining for Few-Shot Classification Journal article
Xu, Renjie, Yang, Xinghao, Yao, Xingxing, Tao, Dapeng, Cao, Weijia, Lu, Xiaoping, Liu, Weifeng. Self-Paced Hard Task-Example Mining for Few-Shot Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(10), 5631-5644.
Authors:  Xu, Renjie;  Yang, Xinghao;  Yao, Xingxing;  Tao, Dapeng;  Cao, Weijia; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:8.3/7.1 | Submit date：2023/11/01
Curriculum Learning  Few-shot Learning  Hard Example Mining  Optimal Transport  Task Measuring  
Multi-scale feature fusion kernel estimation with masked interpolation loss for real-world remote sensing images super-resolution Journal article
Wang, Xiaobin, Jiang, Wenzong, Xing, Lei, Shao, Shuai, Liu, Weifeng, Wang, Yanjiang, Cao, Weijia, Liu, Baodi, Zhou, Yicong. Multi-scale feature fusion kernel estimation with masked interpolation loss for real-world remote sensing images super-resolution[J]. International Journal of Remote Sensing, 2023, 44(18), 5597-5627.
Authors:  Wang, Xiaobin;  Jiang, Wenzong;  Xing, Lei;  Shao, Shuai;  Liu, Weifeng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.0/3.3 | Submit date：2024/02/22
Image Super-resolution  Kernel Estimation  Masked Interpolation Loss  Multi-scale Feature Fusion  Remote Sensing  
Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries Journal article
Xu, Renjie, Xing, Lei, Liu, Baodi, Tao, Dapeng, Cao, Weijia, Liu, Weifeng. Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries[J]. Pattern Recognition, 2023, 144, 109811.
Authors:  Xu, Renjie;  Xing, Lei;  Liu, Baodi;  Tao, Dapeng;  Cao, Weijia; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2023/09/21
Collaborative Representation  Cross-domain  Dictionary Learning  Few-shot Learning  
Nonlocal Correntropy Matrix Representation for Hyperspectral Image Classification Journal article
Zhang,Guochao, Hu,Xueting, Wei,Yantao, Cao,Weijia, Yao,Huang, Zhang,Xueyang, Song,Keyi. Nonlocal Correntropy Matrix Representation for Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 20, 5502305.
Authors:  Zhang,Guochao;  Hu,Xueting;  Wei,Yantao;  Cao,Weijia;  Yao,Huang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:4.0/4.4 | Submit date：2023/08/03
Feature Extraction  Hyperspectral Image (Hsi) Classification  Nonlocal Correntropy Matrix (Nlcm)  
QTN: Quaternion Transformer Network for Hyperspectral Image Classification Journal article
Yang,Xiaofei, Cao,Weijia, Lu,Yao, Zhou,Yicong. QTN: Quaternion Transformer Network for Hyperspectral Image Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(12), 7370-7384.
Authors:  Yang,Xiaofei;  Cao,Weijia;  Lu,Yao;  Zhou,Yicong
Favorite | TC[WOS]:9 TC[Scopus]:14  IF:8.3/7.1 | Submit date：2023/08/03
Convolution  Convolution Neural Network  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Image Classification  Quaternion Transformer Network (Qtn)  Quaternions  Task Analysis  Transformer Network  Transformers  
Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification Journal article
Xiaofei Yang, Weijia Cao, Yao Lu, Yicong Zhou. Self-Supervised Learning With Prediction of Image Scale and Spectral Order for Hyperspectral Image Classification[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60, 5545715.
Authors:  Xiaofei Yang;  Weijia Cao;  Yao Lu;  Yicong Zhou
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:7.5/7.6 | Submit date：2023/09/13
Hyperspectral Image (Hsi) Classification  Limited Labeled Samples  Self-supervised Learning (Ssl)  Unsupervised Learning  
n-Dimensional Chaotic Map with application in secure communication Journal article
Cao, Weijia, Cai, Hang, Hua, Zhongyun. n-Dimensional Chaotic Map with application in secure communication[J]. Chaos, Solitons and Fractals, 2022, 163, 112519.
Authors:  Cao, Weijia;  Cai, Hang;  Hua, Zhongyun
Favorite | TC[WOS]:33 TC[Scopus]:39  IF:5.3/5.4 | Submit date：2022/11/07
Chaotic Map  Chaotic System  Secure Communication  Lyapunov Exponent  Image Encryption  
Multiorder Interaction Information Embedding-Based Multiview Fusion-Aided Hyperspectral Image Classification Journal article
Li, Xuefei, Cao, Weijia, Zhang, Kai, Liu, Baodi, Tao, Dapeng, Liu, Weifeng. Multiorder Interaction Information Embedding-Based Multiview Fusion-Aided Hyperspectral Image Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19, 6012905.
Authors:  Li, Xuefei;  Cao, Weijia;  Zhang, Kai;  Liu, Baodi;  Tao, Dapeng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/4.4 | Submit date：2023/01/30
Hyperspectral Image (Hsi) Classification  Interaction Information  Loss Fusion  Multiview Learning (Mvl)