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Exploiting Lightweight Statistical Learning for Event-Based Vision Processing 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 19396-19406
作者:  Shi, Cong;  Li, Jiajun;  Wang, Ying;  Luo, Gang
收藏  |  浏览/下载:59/0  |  提交时间:2019/12/10
Address-event representation (AER)  dynamic vision sensor (DVS)  random ferns  statistical learning  neuromorphic processing  
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 1, 页码: 151-163
作者:  Wang, Wen;  Wang, Ruiping;  Huang, Zhiwu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/12
Statistical manifold  kernel discriminative learning  graph embedding  gaussian distribution  
Learning linear PCA with convex semi-definite programming 期刊论文
PATTERN RECOGNITION, 2007, 卷号: 40, 期号: 10, 页码: 2633-2640
作者:  Tao, Qing;  Wu, Gao-wei;  Wang, Jue
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/16
principal component analysis  statistical learning theory  support vector machines  margin  maximal margin algorithm  semi-definite programming  robustness  
Context-based statistical relational learning 期刊论文
AI COMMUNICATIONS, 2006, 卷号: 19, 期号: 3, 页码: 291-293
作者:  Tian, Yonghong
收藏  |  浏览/下载:46/0  |  提交时间:2019/12/16
statistical relational learning  context modeling  contextual dependency networks  linkage semantic kernels  
A generalized S-K algorithm for learning v-SVM classifiers 期刊论文
PATTERN RECOGNITION LETTERS, 2004, 卷号: 25, 期号: 10, 页码: 1165-1171
作者:  Tao, Q;  Wu, GW;  Wang, J
收藏  |  浏览/下载:48/0  |  提交时间:2019/12/16
statistical machine learning  support vector machines  classification  v-SVM  S-K algorithms  soft convex hulls  
A novel classification method based on hypersurface 期刊论文
MATHEMATICAL AND COMPUTER MODELLING, 2003, 卷号: 38, 期号: 3-4, 页码: 395-407
作者:  He, Q;  Shi, ZZ;  Ren, LA;  Lee, ES
收藏  |  浏览/下载:78/0  |  提交时间:2019/12/16
support vector machine  hypersurface  Jordan curve theory  statistical learning theory  VC dimension