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Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites[J]. Journal of Geotechnical and Geoenvironmental Engineering, 2024, 150(9), 04024072.
Authors:  Guan, Zheng;  Wang, Yu;  Phoon, Kok Kwang
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:3.9/4.5 | Submit date:2024/08/05
Bayesian Learning  Dictionary Learning  Geotechnical Site Characterization  Prior Knowledge  Spatial Variability  
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  
A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods Journal article
Mohammad Hassan Daneshvar, Hassan Sarmadi, Ka-Veng Yuen. A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods[J]. MEASUREMENT, 2023, 208, 112465.
Authors:  Mohammad Hassan Daneshvar;  Hassan Sarmadi;  Ka-Veng Yuen
Favorite | TC[WOS]:15 TC[Scopus]:22  IF:5.2/4.8 | Submit date:2023/02/22
Dictionary Learning  Environmental Variability  Hybrid Learning  Local Learning  Structural Health Monitoring  Unsupervised Learning  
Deep Dynamic Memory Augmented Attentional Dictionary Learning for Image Denoising Journal article
Zhou,Zheng, Chen,Yongyong, Zhou,Yicong. Deep Dynamic Memory Augmented Attentional Dictionary Learning for Image Denoising[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(9), 4784-4797.
Authors:  Zhou,Zheng;  Chen,Yongyong;  Zhou,Yicong
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:8.3/7.1 | Submit date:2023/08/03
Dynamic Memory  Attention  Dictionary Learning  Residual Connection  Image Denoising  
Nested Architecture Search for Point Cloud Semantic Segmentation Journal article
Yang,Fan, Li,Xin, Shen,Jianbing. Nested Architecture Search for Point Cloud Semantic Segmentation[J]. IEEE Transactions on Image Processing, 2023, 32, 2889-2900.
Authors:  Yang,Fan;  Li,Xin;  Shen,Jianbing
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:10.8/12.1 | Submit date:2023/08/03
Dictionary Learning  Representation Learning  Scene Parsing  
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification Journal article
Cai, Yuying, Li, Jinfeng, Liu, Baodi, Cao, Weijia, Chen, Honglong, Liu, Weifeng. Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification[J]. Neural Processing Letters, 2022.
Authors:  Cai, Yuying;  Li, Jinfeng;  Liu, Baodi;  Cao, Weijia;  Chen, Honglong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/2.4 | Submit date:2022/08/05
Dictionary Learning  Domain Adaptation  Maximum Mean Discrepancy (Mmd)  Nyström Method  Sparse Representation  
Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification Journal article
Xing, Lei, Zhao, Lifei, Cao, Weijia, Ge, Xinmin, Liu, Weifeng, Liu, Baodi. Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19, 6512805.
Authors:  Xing, Lei;  Zhao, Lifei;  Cao, Weijia;  Ge, Xinmin;  Liu, Weifeng; et al.
Favorite | TC[WOS]:6 TC[Scopus]:10  IF:4.0/4.4 | Submit date:2022/08/05
Data Mining  Dictionaries  Dictionary Learning  Feature Extraction  Few-shot Learning  Image Analysis  Remote Sensing  Remote Sensing Scene Classification  Task Analysis  Training  
Subspace-level dictionary fusion for robust multimedia classification Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Subspace-level dictionary fusion for robust multimedia classification[J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80(14), 21885-21898.
Authors:  Jianhang Zhou;  Shaoning Zeng;  Bob Zhang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/2.9 | Submit date:2021/12/08
Classification  Dictionary Learning  Multimedia  Subspace  
Fast and Robust Dictionary-based Classification for Image Data Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y., Huang, W.. Fast and Robust Dictionary-based Classification for Image Data[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2021, 15(6), 97.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.;  Huang, W.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/3.9 | Submit date:2022/07/13
Image Classification  Regularization  Sparse Representation  Dictionary Learning  Svd  
Structured analysis dictionary learning based on discriminative Fisher pair Journal article
Li,Zhengming, Zhang,Zheng, Wang,Shuihua, Ma,Ruijun, Lei,Fangyuan, Xiang,Dan. Structured analysis dictionary learning based on discriminative Fisher pair[J]. Journal of Ambient Intelligence and Humanized Computing, 2021, 14, 5647-5664.
Authors:  Li,Zhengming;  Zhang,Zheng;  Wang,Shuihua;  Ma,Ruijun;  Lei,Fangyuan; et al.
Favorite | TC[WOS]:4 TC[Scopus]:2  IF:3.662/3.718 | Submit date:2023/08/03
Analysis Dictionary Learning  Discriminative Fisher Criterion  Image Classification  Synthesis Dictionary Learning