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Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Jialin Tang;  Qinglang Su;  Binghua Su;  Simon Fong;  Wei Cao;  Xueyuan Gong
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2021/03/09
Convolutional Neural Networks (Cnn)  Local Binary Patterns (Lbp)  Ensemble Learning  Face Recognition  
Initial investigation of different classifiers for plant leaf classification using multiple features Conference paper
Proceedings of SPIE - The International Society for Optical Engineering, Sun Yat Sen Univ, Guangzhou, PEOPLES R CHINA, MAY 10-13, 2019
Authors:  Zhang,Qi;  Zeng,Shaoning;  Zhang,Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
Leaf Classification  Leaf Features  Pattern Recognition  
Applying L-SRC for Non-invasive Disease Detection Using Facial Chromaticity and Texture Features Conference paper
Proceedings of 2019 IEEE 7th International Conference on Bioinformatics and Computational Biology, ICBCB 2019, Hangzhou, China, 21-23 March 2019
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
Facial Image Analysis  Linear Discriminant Analysis  Medical Biometrics  Sparse Representation Algorithms  
Gaussian mixture model for texture characterization with application to brain DTI images Journal article
Journal of Advanced Research, 2019,Volume: 16,Page: 15-23
Authors:  Luminita Moraru;  Simona Moldovanu;  Lucian Traian Dimitrievici;  Nilanjan Dey;  Amira S. Ashour;  Fuqian Shi;  Simon James Fong;  Salam Khan;  Anjan Biswas
Favorite |  | TC[WOS]:11 TC[Scopus]:15 | Submit date:2021/03/09
Gaussian Mixture Model  Brain Hemispheres  Weight Distribution  Weighted Euclidean Distance  Clustering  Cluster Validity  
Computer-assisted non-invasive diabetes mellitus detection system via facial key block analysis Conference paper
International Conference on Wavelet Analysis and Pattern Recognition, Chengdu, China, 15-18 July 2018
Authors:  Shu T.;  Zhang B.;  Tang Y.-Y.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
Diabetes Mellitus  Disease Detection System  Facial Key Block Analysis  Local Binary Pattern  Support Vector Machines  
Classification of sputum sounds using artificial neural network and wavelet transform Journal article
International Journal of Biological Sciences, 2018,Volume: 14,Issue: 8,Page: 938-945
Authors:  Shi Y.;  Wang G.;  Niu J.;  Zhang Q.;  Cai M.;  Sun B.;  Wang D.;  Xue M.;  Zhang X.D.
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2018/12/21
Artificial neural network  Auscultation  Discrete wavelet transform  Respiratory system diagnosis  Sputum sound analysis  
Classification of Sputum Sounds Using Artificial Neural Network and Wavelet Transform Journal article
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2018,Volume: 14,Issue: 8,Page: 938-945
Authors:  Shi, Yan;  Wang, Guoliang;  Niu, Jinglong;  Zhang, Qimin;  Cai, Maolin;  Sun, Baoqing;  Wang, Dandan;  Xue, Mei;  Zhang, Xiaohua Douglas
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date:2018/10/30
Respiratory system diagnosis  Auscultation  Sputum sound analysis  Discrete wavelet transform  Artificial neural network  
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 |  | TC[WOS]:165 TC[Scopus]:150 | Submit date:2018/10/30
Feature Extraction  Feature Selection  Hyperspectral Data  Spectral-spatial Classification  
Diabetes Mellitus detection based on facial block texture features using the Gabor filter Conference paper
Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014
Authors:  Ting S.;  Zhang B.
Favorite |  | TC[WOS]:11 TC[Scopus]:10 | Submit date:2019/04/04
Diabetes Mellitus  Facial block texture features  Gabor filter  K-Nearest Neighbors  Support Vector Machine  
An adaptive hybrid pattern for noise-robust texture analysis Journal article
Pattern Recognition, 2015,Volume: 48,Issue: 8,Page: 2592
Authors:  Zhu Z.;  You X.;  Chen P.C.L.;  Tao D.;  Ou W.;  Jiang X.;  Zou J.
Favorite |  | TC[WOS]:61 TC[Scopus]:65 | Submit date:2018/10/30
Adaptive quantization  Hybrid texture description  Local binary pattern  Noise robust  Texture feature extraction