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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
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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:15/0  |  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:6/0  |  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:10/0  |  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:3/0  |  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
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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:3/0  |  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:3/0  |  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:3/0  |  Submit date:2019/02/11
Discrete Wavelet Transform  Fractal Dimension  Higuchi's Algorithm  Protein Sequence Similarity  Sliding Window  
Local and Global Geometric Structure Preserving and Application to Hyperspectral Image Classification Journal article
Mathematical Problems in Engineering, 2015,Volume: 2015
Authors:  Huiwu Luo;  Yuan Yan Tang;  Chunli Li;  Lina Yang
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11