2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST)最新文献

Background subtraction for surveillance videos with camera jitter 背景减法监控视频与摄像机抖动

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314012

Guang Han, Jinkuan Wang, Xi Cai

引用次数: 4

Effective exemplar-based image inpainting using low-rank matrix completion 使用低秩矩阵补全有效的基于范例的图像补绘

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314017

Xiangbo Lin, Xinwei Yang

引用次数: 8

HLPA: A hybrid label propagation algorithm to find communities in large-scale networks HLPA:一种用于大规模网络中寻找社区的混合标签传播算法

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314035

Ting Wang, Xu Qian, Xiaomeng Wang

{"title":"HLPA: A hybrid label propagation algorithm to find communities in large-scale networks","authors":"Ting Wang, Xu Qian, Xiaomeng Wang","doi":"10.1109/ICAWST.2015.7314035","DOIUrl":"https://doi.org/10.1109/ICAWST.2015.7314035","url":null,"abstract":"Fast detecting communities is challenging in large-scale real-world social networks and an important task in many scientific domains, such as Complex Networks and Social Network Analysis. In this paper, we propose a Hybrid Label Propagation Algorithm (HLPA) for finding communities on large-scale real-world social networks. And we conduct our experiments on real-world social networks datasets and get meaningful community results. Our method can get detection results on large-scale networks significantly fast, due to the following two benefits. The first is that our near linear algorithm HLPA is using a novel hybrid updating scheme, label decaying strategy and different initialization methods on different networks to improve the quality and scalability for detecting communities. And the second is that this is the first attempt implementation at community detection on the lightning-fast cluster computing framework Dpark, which is a Python version of Spark. Through experiment, we compare our algorithm with the state-of-art algorithms, and have confirmed our algorithms' superiority and universality for working on unweighted overlapping community detection of large-scale real-world social networks.","PeriodicalId":407093,"journal":{"name":"2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116891178","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: 7

Analyzing correlation of resident activities based on infrared sensors 基于红外传感器的居民活动相关性分析

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314011

Yuta Kobiyama, Qiangfu Zhao, Kazuki Omomo, Masato Taya

{"title":"Analyzing correlation of resident activities based on infrared sensors","authors":"Yuta Kobiyama, Qiangfu Zhao, Kazuki Omomo, Masato Taya","doi":"10.1109/ICAWST.2015.7314011","DOIUrl":"https://doi.org/10.1109/ICAWST.2015.7314011","url":null,"abstract":"Smart environment enriches resident's lives by assisting the residents in many situations via recognition of their activities. Some equipment such as video camera are often used for collecting the resident activity information. However, the data so collected also include extra information not necessary for assisting resident's lives. Many people feel uncomfortable with these privacy related data. To protect the privacy, it is better to use only simple sensors like infrared sensor, pressure sensor, and so on. Data related to privacy can be greatly reduced if we use these simple sensors. On the other hand, information for recognizing the resident activities is also limited. The goal of this research is to validate the potentiality of using only simple sensors to correctly analyze resident life styles and activities. For this purpose, we conducted experiments in several ordinary Japanese families. This paper reports some results we obtained in analyzing correlations between members in the same family. Results show that even if we use infrared sensor alone, it is possible to understand some normal activity patterns.","PeriodicalId":407093,"journal":{"name":"2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126569178","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: 9

New feature of nystagmus and its application in benign pistional paroxysmal vertigo 眼震的新特征及其在良性阵发性眩晕中的应用

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314028

Fang Liu, Binbin Peng, Wenlong Liu, Minglu Jin

{"title":"New feature of nystagmus and its application in benign pistional paroxysmal vertigo","authors":"Fang Liu, Binbin Peng, Wenlong Liu, Minglu Jin","doi":"10.1109/ICAWST.2015.7314028","DOIUrl":"https://doi.org/10.1109/ICAWST.2015.7314028","url":null,"abstract":"The nystagmus caused by the anterior, posterior or multiple semicircular canals benign positional paroxysmal vertigo (BPPV) is usually very complex accompanied with rotation characteristics. However, most of the conventional features can only describe the horizontal and vertical eye movements. The objective of this study is to propose a new feature of the nystagmus to evaluate the rotary of eye movements and position the affected semicircular canals of BPPV. Our study included 50 patients. Firstly, using the image processing techniques, we compiled a program to extract the new feature: nystagmus torsion angle and also some conventional features from the Video-nystagmograph (VNG) to evaluate rotary and horizontal eye movements separately. These extracted features were further used to diagnose the position of the affected semicircular canals. Posterior semicircular canal BPPV (P-BPPV) were involved in 32 patients (64%), whereas the anterior semicircular canal BPPV (A-BPPV) and horizontal semicircular canal (H-BPPV) were involved in 2 (4%) and 14 (28%), respectively. Two patients (4%) had the Multiple-canal BPPV (M-BPPV). The result of the diagnoses shows that this proposed method can diagnose the BPPV accurately. Clinically, this new method may be used to provide helpful guidelines for physicians' objective diagnosis.","PeriodicalId":407093,"journal":{"name":"2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132846459","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: 1

A CICO system based on BLE proximity 基于BLE接近的CICO系统

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314043

Yilang Wu, Junbo Wang, Lei Jing, Yinghui Zhou, Zixue Cheng

引用次数: 7

Applying a hybrid IGA-SimE algorithm to a multimedia retrieval system 混合IGA-SimE算法在多媒体检索系统中的应用

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314021

H. Takenouchi, Masataka Tokumaru

引用次数: 0

Functional brain network analysis of the fatigue state for coach bus driver 客车驾驶员疲劳状态的脑功能网络分析

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314018

Wenwen Chang, Hong Wang

{"title":"Functional brain network analysis of the fatigue state for coach bus driver","authors":"Wenwen Chang, Hong Wang","doi":"10.1109/ICAWST.2015.7314018","DOIUrl":"https://doi.org/10.1109/ICAWST.2015.7314018","url":null,"abstract":"Traffic accident of coach bus occurred frequently in recent years. One important reason of the accident is the fatigue driving of the bus driver. Thus it is very important to monitor and research the state of the driver during the driving process, which can give an evaluation to driver's driving condition and provide a valuable reference to the coach driving. Because there have some different features of human electroencephalogram (EEG) between the fatigue state and the natural state, we used the portable EEG acquisition device, Emotive, to get the EEG of the driver in the natural state (before driving) and the fatigue state (after driving three hours) in the real driving environment. And through the wavelet packet analysis, the EEG was decomposed to four sub frequency band: theta, alpha, beta and delta band, for each band, the nonlinear correlation of different electrode was calculated and functional brain network was constructed. Then the network was converted to binary network by choose an appropriate threshold and some network feature parameters were calculated and compared between the natural state and the fatigue state. The result shows that the differences of the functional brain network between the two states are very clear and this method can be used to monitor and evaluation the driver's fatigue state.","PeriodicalId":407093,"journal":{"name":"2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129679360","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

A novel real-time digital video stabilization algorithm based on the improved diamond search and modified Kalman filter 一种基于改进菱形搜索和改进卡尔曼滤波的实时数字视频稳像算法

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314026

Jifei Song, Xiaohong Ma

引用次数: 10

Soft-error resilient 3D Network-on-Chip router 软错误弹性3D片上网络路由器

2015 IEEE 7th International Conference on Awareness Science and Technology (iCAST) Pub Date : 2015-11-02 DOI: 10.1109/ICAWST.2015.7314025

K. Dang, M. Meyer, Y. Okuyama, B. Abderazek, Xuan-Tu Tran

引用次数: 15