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Trending IC design directions in 2022 Journal article
Journal of Semiconductors, 2022,Volume: 43,Issue: 7
Authors:  Chan, Chi Hang;  Cheng, Lin;  Deng, Wei;  Feng, Peng;  Geng, Li;  Huang, Mo;  Jia, Haikun;  Jie, Lu;  Lei, Ka Meng;  Liu, Xihao;  Liu, Xun;  Liu, Yongpan;  Lu, Yan;  Nie, Kaiming;  Pan, Dongfang;  Qi, Nan;  Sin, Sai Weng;  Sun, Nan;  Sun, Wenyu;  Xu, Jiangtao;  Yue, Jinshan;  Zhang, Milin;  Zhang, Zhao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/24
Artificial Intelligence (Ai)  Biomedical  Cryogenic  Data Converters  Imager  Integrated Circuit Design  Power Management  Radio Frequency (Rf) Circuits  Sensor  
Local Correntropy Matrix Representation for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Xinyu;  Wei, Yantao;  Cao, Weijia;  Yao, Huang;  Peng, Jiangtao;  Zhou, Yicong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/17
Correntropy Matrix  Feature Extraction  Hyperspectral Image (Hsi) Classification  
Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/05/17
Deep High-order Tensor Convolutional Sparse Coding (Csc)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing Journal article
IEEE Geoscience and Remote Sensing Letters, 2022,Volume: 19
Authors:  Peng, Jiangtao;  Sun, Weiwei;  Jiang, Fan;  Chen, Hong;  Zhou, Yicong;  Du, Qian
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2022/05/17
Hyperspectral Imaging  Robustness  Data Models  Matrix Decomposition  General Loss  Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  
Cauchy NMF for Hyperspectral Unmixing Conference paper
2020 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Virtual, Online, 2021-02-17
Authors:  Jiangtao Peng;  Fan Jiang;  Weiwei Sun;  Yicong Zhou
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/09
Hyperspectral Unmixing  Nonnegative Matrix Factorization  Cauchy Loss Function  
Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2021,Volume: 59,Issue: 2,Page: 1501-1515
Authors:  Peng, Jiangtao;  Zhou, Yicong;  Sun, Weiwei;  Du, Qian;  Xia, Lekang
Favorite |  | TC[WOS]:34 TC[Scopus]:30 | Submit date:2021/12/07
Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  Self-paced Learning (Spl)  
Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021,Volume: 14,Page: 4753-4764
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date:2022/05/13
Deep Learning  Hyperspectral Image Classification  Local Binary Pattern  Random Patches Network  
New Incremental Learning Algorithm with Support Vector Machines Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019,Volume: 49,Issue: 11,Page: 2230-2241
Authors:  Xu, Jie;  Xu, Chen;  Zou, Bin;  Tang, Yuan Yan;  Peng, Jiangtao;  You, Xinge
Favorite |  | TC[WOS]:33 TC[Scopus]:35 | Submit date:2022/05/17
Incremental learning  Markov resampling  support vector machines (SVMs)  
Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 6,Page: 1790-1802
Authors:  Peng, Jiangtao;  Li, Luoqing;  Tang, Yuan Yan
Favorite |  | TC[WOS]:76 TC[Scopus]:73 | Submit date:2022/05/17
Classification  Hyperspectral Image (Hsi)  Inhomogeneous Pixels  Joint Sparse Representation (Jsr)  Maximum Likelihood Estimation (Mle)  
Ideal Regularized Composite Kernel for Hyperspectral Image Classification Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 4,Page: 1563-1574
Authors:  Jiangtao Peng;  Hong Chen;  Yicong Zhou;  Luoqing Li
Favorite |  | TC[WOS]:28 TC[Scopus]:27 | Submit date:2018/10/30
Composite Kernel (Ck)  Hyperspectral Image (Hsi) Classification  Ideal Kernel  Regularization