2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)最新文献

The Intelligent Transportation Control Model of Freeway with Ramps 匝道高速公路智能交通控制模型

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.53

Liming Gao

引用次数: 0

Structure Maintaining Discriminant Maps (SMDM) for Grassmann Manifold Dimensionality Reduction with Applications to the Image Set Classification 基于结构保持判别映射(SMDM)的Grassmann维数降维算法及其在图像集分类中的应用

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.30

Rui Wang, Xiaojun Wu

{"title":"Structure Maintaining Discriminant Maps (SMDM) for Grassmann Manifold Dimensionality Reduction with Applications to the Image Set Classification","authors":"Rui Wang, Xiaojun Wu","doi":"10.1109/DCABES.2017.30","DOIUrl":"https://doi.org/10.1109/DCABES.2017.30","url":null,"abstract":"For the image-set based classification, a considerable advance has been made by representing original image sets on Grassmann manifold. In order to extend the advantages of the Euclidean based dimensionality reduction methods to the Grassmann Manifold, several methods have been suggested recently to jointly perform dimensionality reduction and metric learning on Grassmann manifold and they have achieved good results in some computer vision tasks. Nevertheless, when handling the classification tasks on the complicated datasets, the learned features do not exhibit enough discriminatory ability and the data distribution of the resulted Grassmann manifold also be ignored which may lead to overfitting. To overcome the two problems, we propose a new method named Structure Maintaining Discriminant Maps (SMDM) for manifold dimensionality reduction problems. As to SMDM, we mainly design a new discriminant function for metric learning. We make experiments on two tasks: face recognition and object categorization to evaluate the proposed method, the achieved better results compared with the state-of-the-art methods, showing the feasibility and effectiveness of the proposed algorithm.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126921551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Comparison of Several Implied Volatility Models 几种隐含波动率模型的比较

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.18

Ying Zhuang, Meiqing Wang

引用次数: 0

Application of BP Neural Network Based on Quasi-Newton Method in Aerodynamic Modeling 基于准牛顿方法的BP神经网络在气动建模中的应用

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.27

Yang Huiying, Huang Zhibin, Zhou Feng

引用次数: 0

An Algorithm Q-PSO for Community Detection in Complex Networks 复杂网络中社区检测的Q-PSO算法

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.23

Xiao Cai, Yuan Shi, Youze Zhu, Yulu Qiao, Fang Hu

引用次数: 8

Research on User Interface Transformation Method Based on MDA 基于MDA的用户界面转换方法研究

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.40

Gao Miao, L. Hongxing, Xie Songyu, Lin Juncai

引用次数: 6

Surrogate-Based Shape Optimization of an Underwater Glider via Airfoil Design 基于翼型设计的水下滑翔机外形优化

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.51

Chengshan Li, Peng Wang, Xinjing Wang

引用次数: 0

Multiple Models Adaptive Predictive Control Based on PSO Algorithm 基于粒子群算法的多模型自适应预测控制

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.36

Liu Gui-ying, Qu Li-ping, Liu Yun-feng

引用次数: 0

Symptom Distribution Regulation of Core Symptoms in Insomnia Based on Informap-SA Algorithm 基于Informap-SA算法的失眠核心症状症状分布规律

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.57

Fang Hu, Yulu Qiao, Guangjing Xie, Yanhui Zhu, Yalin Jia, Panpan Huang

引用次数: 6

GPU Accelerated Sequential Quadratic Programming GPU加速顺序二次规划

2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.8

Xiukun Hu, C. Douglas, R. Lumley, Mookwon Seo

引用次数: 5