基于分层贝叶斯非参数模型的聚类方法

61502183
2015
F0605.模式识别与数据挖掘
范文涛
青年科学基金项目
教授
华侨大学
19万元
在线学习;聚类算法;无监督学习;非参数模型;混合模型
2016-01-01到2018-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 一种基于空间混合模型的颅脑磁共振图像分割方法 专利 范文涛;胡灿;杜吉祥;翟传敏;侯文娟;刘海建
2 A nonparametric Bayesian learning model using accelerated variational inference and feature selection 期刊论文 Wentao Fan;Nizar Bouguila;Xin Liu
3 Efficient human motion capture data annotation via multi-view spatiotemporal feature fusion 期刊论文 Xin Liu;Meng Xu;Shu-Juan Peng;Wentao Fan;Ji-Xiang Du
4 Entropy-based variational Bayes learning framework for data clustering 期刊论文 Wentao Fan;Nizar Bouguila;Sami Bourouis;Yacine Laalaoui
5 Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model 会议论文 Zhikai Hu;Xin Liu;An Li;Bineng Zhong;Wentao Fan;Jixiang Du
6 Model-Based segmentation of image data using spatially constrained mixture models 期刊论文 Can Hu;Wentao Fan;Ji-Xiang Du;Yuchen Zeng
7 Efficient Audio-Visual Speaker Recognition via Deep Heterogeneous Feature Fusion 会议论文 Yu-Hang Liu;Xin Liu;Wentao Fan;Bineng Zhong;Ji-Xiang Du
8 An Accelerated Variational Framework for Face Expression Recognition 会议论文 Wentao Fan;Nizar Bouguila
9 Simultaneous clustering and feature selection via nonparametric Pitman–Yor process mixture models 期刊论文 Wentao Fan;Nizar Bouguila
10 A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation 会议论文 Wentao Fan;Nizar Bouguila;Xin Liu
11 A novel 3D model recognition approach using Pitman-Yor process mixtures of Beta-Liouville Distributions 会议论文 Wentao Fan;Faisal R. Al-Osaimi;Nizar Bouguila
12 基于截断Dirichlet过程无限Student’s t 混合模型的脑部核磁共振图像分割方法 专利 杜吉祥;李璐;翟传敏;范文涛;王靖;刘海建
13 Spatially variant mixture model for natural image segmentation 期刊论文 Can Hu;Wentao Fan;Ji-Xiang Du;Nan Xie
14 A Novel Model-Based Approach for Medical Image Segmentation Using Spatially Constrained Inverted Dirichlet Mixture Models 期刊论文 Wentao Fan;Can Hu;Jixiang Du;Nizar Bouguila
15 基于Markov随机场的Student’s t混合模型的脑MR图像分割 期刊论文 李璐;范文涛;杜吉祥
16 A novel statistical approach for clustering positive data based on finite inverted Beta-Liouville mixture models 期刊论文 Can Hu;Wentao Fan;Ji-Xiang Du;Nizar Bouguila
17 Proportional data modeling via entropy-based variational bayes learning of mixture models 期刊论文 Wentao Fan;Faisal R. Al-Osaimi;Nizar Bouguila;Jixiang Du
18 EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection 会议论文 Wentao Fan;Sami Bourouis;Nizar Bouguila;Fahd Aldosari;Hassen Sallay;K. M. Jamil Khayyat
19 Accelerated variational inference for Beta-Liouville mixture learning with application to 3D shapes recognition 会议论文 Wentao Fan;Faisal R. Al-Osaimi;Nizar Bouguila;Ji-Xiang Du
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