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Quaternion-based multiscale analysis for feature extraction of hyperspectral images Journal article
IEEE Transactions on Signal Processing, 2019,Volume: 67,Issue: 6,Page: 1418-1430
Authors:  Li H.;  Li H.;  Zhang L.
Favorite  |  View/Download:3/0  |  Submit date:2019/04/04
Feature extraction  multiscale feature histograms  principal component analysis (PCA)  quaternion Weber local descriptor (QWLD)  
An Efficient Fault Diagnostic Method for Three-Phase Induction Motors Based on Incremental Broad Learning and Non-Negative Matrix Factorization Journal article
IEEE Access, 2019,Volume: 7,Page: 17780-17790
Authors:  Jiang S.B.;  Wong P.K.;  Guan R.;  Liang Y.;  Li J.
Favorite  |  View/Download:24/0  |  Submit date:2019/03/26
Fault Diagnosis  Feature Extraction  Incremental Board Learning  Non-negative Matrix Factorization  Three-phase Induction Motor  
Depth-Assisted Full Resolution Network for Single Image-Based View Synthesis Journal article
IEEE Computer Graphics and Applications, 2018,Volume: 39,Issue: 2,Page: 52-64
Authors:  Xiaodong Cun;  Feng Xu;  Chi-Man Pun;  Hao Gao
Favorite  |  View/Download:8/0  |  Submit date:2019/05/06
Feature Extraction  Image Resolution  Computer Graphics  Image Reconstruction  Special Issues And Sections  
Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:8/0  |  Submit date:2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite  |  View/Download:33/0  |  Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
A 3D obstacle classification method in point clouds using K-NN Conference paper
ACM International Conference Proceeding Series
Authors:  Tian Y.;  Zou S.;  Song W.;  Lee E.S.;  Fong S.;  Rhee J.
Favorite  |  View/Download:9/0  |  Submit date:2019/02/13
3D Point Cloud  Feature Extraction  KNN  Obstacle Classification  
Classifying 3D objects in LiDAR point clouds with a back-propagation neural network Journal article
HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2018,Volume: 8
Authors:  Song, Wei;  Zou, Shuanghui;  Tian, Yifei;  Fong, Simon;  Cho, Kyungeun
Favorite  |  View/Download:6/0  |  Submit date:2018/10/31
3D object recognition  Back-propagation neural network  Feature extraction  LiDAR point cloud  
Quaternion Sparse Discriminant Analysis for Color Face Recognition Conference paper
2018 IEEE International Conference on Multimedia and Expo (ICME), San Diego, CA, USA, 23-27 July 2018
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:1/0  |  Submit date:2019/03/26
Qsda  Feature Extraction  Color Face Recognition  Partial Occlusion  
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:25/0  |  Submit date:2018/10/30
Wavelet transform  deep autoencoder  neuronal network  mathematical morphology  feature extraction  
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 1,Page: 16-28
Authors:  Zhang, Lefei;  Zhang, Qian;  Du, Bo;  Huang, Xin;  Tang, Yuan Yan;  Tao, Dacheng
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification