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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  
A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Zhang, Liming, Li, Hong, Cui, Wenjing, Gao, Junbin, Cun, Yuxiao. A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5521416.
Authors:  Cheng, Chunbo;  Zhang, Liming;  Li, Hong;  Cui, Wenjing;  Gao, Junbin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/08/05
Convolutional Neural Network (Cnn)  Deep High-order Tensor Sparse Representation (Sr)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Automatic Quaternion-Domain Color Image Stitching Journal article
Li, Jiaxue, Zhou, Yicong. Automatic Quaternion-Domain Color Image Stitching[J]. IEEE Transactions on Image Processing, 2024, 33, 1299-1312.
Authors:  Li, Jiaxue;  Zhou, Yicong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.8/12.1 | Submit date：2024/05/16
Quaternion Representation  Quaternion-domain Color Image Stitching  Seamline Detection  Seamline Quality Measure  
Deep Parameterized Neural Networks for Hyperspectral Image Denoising Journal article
Xiong, Fengchao, Zhou, Jun, Zhou, Jiantao, Lu, Jianfeng, Qian, Yuntao. Deep Parameterized Neural Networks for Hyperspectral Image Denoising[J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61, 5525015.
Authors:  Xiong, Fengchao;  Zhou, Jun;  Zhou, Jiantao;  Lu, Jianfeng;  Qian, Yuntao
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/02/22
Convolutional Neural Networks  Hyperspectral Image (Hsi) Denoising  Learning To Optimize (L2o)  Sparse Representation (Sr)  
Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising Journal article
Fengchao Xiong, Jiantao Zhou, Jun Zhou, Jianfeng Lu, Yuntao Qian. Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  Fengchao Xiong;  Jiantao Zhou;  Jun Zhou;  Jianfeng Lu;  Yuntao Qian
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2023/08/28
Deep Unfolding  Hyperspectral Image (Hsi) Denoising  Multitask Learning  Sparse Representation (Sr)  
Sparse representation scheme with enhanced medium pixel intensity for face recognition Journal article
Zhang,Xuexue, Zhang,Yongjun, Wang,Zewei, Long,Wei, Gao,Weihao, Zhang,Bob. Sparse representation scheme with enhanced medium pixel intensity for face recognition[J]. CAAI Transactions on Intelligence Technology, 2023, 9(1), 116-127.
Authors:  Zhang,Xuexue;  Zhang,Yongjun;  Wang,Zewei;  Long,Wei;  Gao,Weihao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.4/6.7 | Submit date：2023/08/03
Computer Vision  Face Recognition  Image Classification  Image Representation  
Deep and Low-Rank Quaternion Priors for Color Image Processing Journal article
Xu,Tingting, Kong,Xiaoyu, Shen,Qiangqiang, Chen,Yongyong, Zhou,Yicong. Deep and Low-Rank Quaternion Priors for Color Image Processing[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(7), 3119-3132.
Authors:  Xu,Tingting;  Kong,Xiaoyu;  Shen,Qiangqiang;  Chen,Yongyong;  Zhou,Yicong
Favorite | TC[WOS]:7 TC[Scopus]:11  IF:8.3/7.1 | Submit date：2023/08/03
Color Image Denoising  Color Image Inpainting  Deep Prior  Low-rank Quaternion Representation  Plug-and-play  
Noise Robust Face Hallucination Based on Smooth Correntropy Representation Journal article
Licheng Liu, Qiying Feng, C. L. Philip Chen, Yaonan Wang. Noise Robust Face Hallucination Based on Smooth Correntropy Representation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(10), 5953-5965.
Authors:  Licheng Liu;  Qiying Feng;  C. L. Philip Chen;  Yaonan Wang
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:10.2/10.4 | Submit date：2022/05/13
Correntropy-induced Metric (Cim)  Faces  Fused Lasso Penalty  Image Reconstruction  Manifolds  Noise Measurement  Noise Robustness  Smooth Representation  Sparse Regression.  Superresolution  Training  
A Principled Design of Image Representation: Towards Forensic Tasks Journal article
Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao. A Principled Design of Image Representation: Towards Forensic Tasks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 45(5), 5337-5354.
Authors:  Shuren Qi;  Yushu Zhang;  Chao Wang;  Jiantao Zhou;  Xiaochun Cao
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:20.8/22.2 | Submit date：2022/09/14
Dense Invariant Representation  Image Forensics  Orthogonal Moments  Covariance  Fast Fourier Transform  
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Journal article
Fengchao Xiong, Jun Zhou, Shuyin Tao, Jianfeng Lu, Jiantao Zhou, Yuntao Qian. SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising[J]. IEEE Transactions on Image Processing, 2022, 31, 5469-5483.
Authors:  Fengchao Xiong;  Jun Zhou;  Shuyin Tao;  Jianfeng Lu;  Jiantao Zhou; et al.
Favorite | TC[WOS]:39 TC[Scopus]:45  IF:10.8/12.1 | Submit date：2022/08/20
Hyperspectral Image Denoising  Model-based Neural Network  Low-rank Representation  Multidimensional Sparse Representation