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Wavelet-based extended morphological profile and deep autoencoder for hyperspectral image classification Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 3
Authors:  Luo, Huiwu;  Tani, Yuan Yan;  Biuk-Aghai, Robert P.;  Yang, Xu;  Yang, Lina;  Wang, Yi
Favorite | View/Download:36/0 | TC[WOS]:2 TC[Scopus]:4 | Submit date:2018/10/30
Wavelet transform  deep autoencoder  neuronal network  mathematical morphology  feature extraction  
Empirical Mode Decomposition - Window Fractal (EMDWF) Algorithm in Classification of Fingerprint of Medicinal Herbs Journal article
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2017,Volume: 31,Issue: 12
Authors:  Du, Jianwei;  Xu, Zhengguang;  Mu, Zhichun;  Wang, Patrick Shen-Pei;  Tang, Yuan Yan;  Luo, Huiwu
Favorite | View/Download:30/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
Fingerprint of medicinal herbs  empirical mode decomposition (EMD)  Hausdorff fractal dimensions  segmented-windows fractal feature  
Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric Conference paper
Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, 6 24, 2015 - 6 26, 2015
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Li, Chunli;  Wang, Jianzhong;  Hu, Tingbo;  Li, Hong
Favorite | View/Download:15/0 | TC[WOS]:2 TC[Scopus]:2 | Submit date:2018/11/06
Feature Extraction  1-dimensional Manifold Embedding  Smooth Ordering  Pixel Sorting  Spectral-spatial Information  Self-learning  Hyperspectral Image Classification  
Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Wang, Jianzhong;  Biuk-Aghai, Robert P.;  Pan, Jianjia;  Liu, Runzong;  Yang, Lina
Favorite | View/Download:20/0 | TC[WOS]:6 TC[Scopus]:6 | Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
A hybrid swarm optimization for neural network training with application in stock price forecasting Conference paper
2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings, Budapest, Hungary, 9-12 Oct. 2016
Authors:  Jianjia Pan;  Yuan Yan Tang;  Yulong Wang;  Xianwei Zheng;  Huiwu Luo;  Haoliang Yuan;  Patrick Shen Pei Wang
Favorite | View/Download:15/0 | TC[WOS]:1 TC[Scopus]:3 | Submit date:2019/02/11
Indirect Method-Potential Theory in the Harmonic Transformation Model Conference paper
Authors:  Yang, Lina;  Lin, Bai;  Pan, Jianjia;  Tang, Yuan Yan;  Luo, Huiwu;  Li, Xichun;  Li, Zhiyuan;  Cao, Weijia;  IEEE
Favorite | View/Download:26/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Potential Theory  Harmonic Transformation model  Partial Differential Equation  Integral Equation  
Autoencoder with Extended Morphological Profile for Hyperspectral Image Classification Conference paper
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Yang, Xu;  Yang, Lina;  Li, Hong;  IEEE
Favorite | View/Download:7/0 | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Autoencoder  EMP  neuronal network  mathematical morphology  feature extraction  
Hyperspectral Image Classification Based on Spectral-Spatial One-Dimensional Manifold Embedding Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2016,Volume: 54,Issue: 9,Page: 5319-5340
Authors:  Huiwu Luo;  Yuan Yan Tang;  Yulong Wang;  Jianzhong Wang;  Lina Yang;  Chunli Li;  Tingbo Hu
Favorite | View/Download:8/0 | TC[WOS]:16 TC[Scopus]:19 | Submit date:2019/02/11
1-d Embedding  High-dimensional Data Processing  Hyperspectral Image (Hsi) Classification  Manifold Learning (Ml)  Smooth Interpolation  Smooth Ordering  Spatial Context  Spectral-spatial Metric  
A Fractal Dimension and Wavelet Transform Based Method for Protein Sequence Similarity Analysis Journal article
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2015,Volume: 12,Issue: 2,Page: 348-359
Authors:  Lina Yang;  Yuan Yan Tang;  Yang Lu;  Huiwu Luo
Favorite | View/Download:13/0 | TC[WOS]:6 TC[Scopus]:11 | Submit date:2019/02/11
Discrete Wavelet Transform  Fractal Dimension  Higuchi's Algorithm  Protein Sequence Similarity  Sliding Window  
Similarity Analysis based on Sparse Representation for Protein Sequence Comparison Conference paper
Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, 24-26 June 2015
Authors:  Lina Yang;  Yuan Yan Tang;  Yulong Wang;  Huiwu Luo;  Jianjia Pan;  Haoliang Yuan;  Xianwei Zheng;  Chunli Li;  Ting Shu
Favorite | View/Download:11/0 | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/02/11
Feature Extraction  L1-regularized Least Squares  Protein Sequence Analysis  Sparse Representation