2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)最新文献_第3页

White-box traceable dynamic attribute based encryption 基于白盒可跟踪动态属性的加密

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304334

Zechao Liu, Xuan Wang, Lei Cui, Z. L. Jiang, Chunkai Zhang

引用次数: 4

Multi-view based coupled dictionary learning for person re-identification 基于多视图的人再识别耦合字典学习

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304357

Fei Ma, Qinglong Liu, Xiaoke Zhu, Xiaoyuan Jing

引用次数: 2

Attribute weighted Naive Bayes for remote sensing image classification based on cuckoo search algorithm 基于布谷鸟搜索算法的属性加权朴素贝叶斯遥感图像分类

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304270

Juan Yang, Z. Ye, Xu Zhang, W. Liu, Huazhong Jin

{"title":"Attribute weighted Naive Bayes for remote sensing image classification based on cuckoo search algorithm","authors":"Juan Yang, Z. Ye, Xu Zhang, W. Liu, Huazhong Jin","doi":"10.1109/SPAC.2017.8304270","DOIUrl":"https://doi.org/10.1109/SPAC.2017.8304270","url":null,"abstract":"The Naive Bayes classifier(NB) is an effective and simple classification method for remote sensing image classification which is based on probability theory. However, in general, the contribution of each feature is different for classification and its attribute independence assumption is often invalid in the real world. The attribute weighted Naive Bayes(WNB) classifier might have better performance compared to NB, nevertheless, it is a hard and time-consuming work to learn the weight values for all features. Cuckoo search is a newly proposed meta-heuristic optimization algorithm which has been successfully applied for many parameter optimization problems. In the paper, a remote image classification approach is proposed, the attribute weight of which is learnt through cuckoo search algorithm (CSWNB in brief). In order to testify the performance of the proposed method, it is compared to some other evolutionary algorithms, such as attributed weighted Naive Bayes based on Genetic Algorithm (GAWNB), attributed weighted Naive Bayes based on Particle Swarm Optimization (PSOWNB) and attributed weighted Naive Bayes based on Water Wave Optimization (WWOWNB) etc. Experimental results demonstrate that the proposed approach has higher classification accuracy and more stable performance.","PeriodicalId":161647,"journal":{"name":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126863013","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: 14

Learning to focus for object proposals 学习关注目标提议

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304319

Zijing Chen, Xinhua You, Jun Li

引用次数: 0

Face liveness detection with recaptured feature extraction 基于特征提取的人脸活动性检测

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304317

Xiao Luan, Huaming Wang, Weihua Ou, Linghui Liu

引用次数: 17

Vehicle detection and tracking based on optical field 基于光场的车辆检测与跟踪

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304352

Zhenyu Guo, Ziqi Zhou, Xiaoting Sun

引用次数: 3

Color-luminance adjustment for image cloning based on mean-value coordinates 基于均值坐标的图像克隆彩色亮度调整

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304287

Zhongqian Jiang, Xun Gong, Hao Fei

引用次数: 0

An improved active contour model driven by region-scalable and local Gaussian-distribution fitting energy 一种基于区域可伸缩和局部高斯分布拟合能量驱动的改进活动轮廓模型

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304315

Wei Zhang, Bin Fang, X. Wu, Jiye Qian, Weibin Yang, Shenhai Zheng

引用次数: 4

Imitation and memory-based self-organizing behaviors under voluntary vaccination 自愿接种下基于模仿和记忆的自组织行为

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304328

Guangliang Liu, Hongjun Qiu, B. Shi, Zhen Wang

{"title":"Imitation and memory-based self-organizing behaviors under voluntary vaccination","authors":"Guangliang Liu, Hongjun Qiu, B. Shi, Zhen Wang","doi":"10.1109/SPAC.2017.8304328","DOIUrl":"https://doi.org/10.1109/SPAC.2017.8304328","url":null,"abstract":"Understanding human voluntary vaccinating behaviors plays essential roles in designing incentive-based vaccination programs for public health authorities to eliminate or eradicate an vaccine-preventable disease. Usually, individuals make vaccinating decisions by weighing the cost of vaccination and infection, which can be perceived based on their vaccinating experiences. However, in reality, an individual's decision can also be influenced by others. Along this line, in this paper, we present an imitation and memory-based self-organization mechanism to investigate human voluntary vaccinating behaviors, which takes into consideration both individuals' historical experiences and the impact of social influence. Through carrying out simulations on flu-like seasonal diseases, we evaluate the combined effects of both imitation and memory on the final vaccine coverage level with respect to different relative cost of vaccination and infection. Simulation results show that the imitation-based behavior has a greater impact on public vaccine coverage level than the memory-based rational behavior under voluntary vaccination, which emphasizes the importance of social guidance in disease intervention and control.","PeriodicalId":161647,"journal":{"name":"2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134303395","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: 3

Faster R-CNN based microscopic cell detection 更快的基于R-CNN的显微细胞检测

2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC) Pub Date : 2017-12-01 DOI: 10.1109/SPAC.2017.8304302

Su Yang, Bin Fang, Wei Tang, X. Wu, Jiye Qian, Weibin Yang

引用次数: 23