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2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)最新文献

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Gesture recognition from depth images using motion and shape features 使用运动和形状特征的深度图像的手势识别
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743244
Shuxin Qin, Yiping Yang, Yongshi Jiang
{"title":"Gesture recognition from depth images using motion and shape features","authors":"Shuxin Qin, Yiping Yang, Yongshi Jiang","doi":"10.1109/IMSNA.2013.6743244","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743244","url":null,"abstract":"In this paper, we propose an effective method to recognize 3D gestures from depth images which provide additional body motion and shape features. We project depth images onto three orthogonal planes and calculate the Motion History Image (MHI) of each projection to generate the 3 views MHI (3VMHI). Pyramid Histogram of Oriented Gradients (PHOG) is used to extract the features of the 3VMHI. Then, 3VMHI and PHOG are used together as a combined spacetime descriptor for gesture recognition. We provide a method to extract different gestures from a single video. Consecutive frame difference is employed to perform informative frame selection, which is able to remove uninformative frames. The experimental results on two challenging datasets demonstrate that our approach is effective and efficient.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115317016","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
An improved frequency control method for microgrid in islanded operation 孤岛运行微电网频率控制的改进方法
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743273
Y. You, G. Wang, Chang-hua Zhang, Jing-ru Lian
{"title":"An improved frequency control method for microgrid in islanded operation","authors":"Y. You, G. Wang, Chang-hua Zhang, Jing-ru Lian","doi":"10.1109/IMSNA.2013.6743273","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743273","url":null,"abstract":"Some existing microgrid frequency control methods imitated traditional power system primary frequency regulation and secondary frequency regulation. Advantages and disadvantages of this imitation are analyzed and an improved frequency error integral regulation method for islanded microgrid operation is proposed in this paper. The proposed control strategy can implement no-error adjustment of microgrid frequency. In order to overcome the drawbacks of low inertia of microgrid, motion equation of rotor of synchronous generator (SG) is supplemented to the proposed frequency control strategy, which can make frequency to reach a new steady state relatively slowly while loads fluctuate rapidly. Therefore, stability of frequency in microgrid is thus improved. Typical operation states of microgrid operated in islanded mode, such as load random fluctuation, are simulated based on MATLAB/Simulink. Simulation studies prove the effectiveness of the proposed frequency control strategy.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116953075","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
The fast iris image clarity evaluation based on Brenner 基于Brenner的快速虹膜图像清晰度评价
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743274
Liling Chen, Min Han, H. Wan
{"title":"The fast iris image clarity evaluation based on Brenner","authors":"Liling Chen, Min Han, H. Wan","doi":"10.1109/IMSNA.2013.6743274","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743274","url":null,"abstract":"In iris biometric system, iris images with poor quality possibly lead to poor performance in personal identification or recognition. To address the issue we propose the fast evaluation method for iris quality by sharpness in this paper. In our method, ROI (Region of Interests) is located firstly and then Brenner operator is utilized to evaluate quality of iris images. Experimental results reveal that our proposal has less computation load and high processing speed than compared methods. So it is necessary to evaluate the iris image quality before recognition, and sharpness evaluation is one important part of it. As some previous algorithms used the method of locating first then extracting the region of interest takes more time, this paper proposes a faster approach to evaluate the definition of iris image. First extract the region of interest (ROI) based on experience, then use brenner operator to evaluate the iris image's definition. Experimental results reveal that our proposal has the characteristics of less calculation, high velocity and more effectiveness.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117260612","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
Efficient network packet signature matching on GPUs 高效的gpu网络报文签名匹配
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743255
Xiao-zhong Pan
{"title":"Efficient network packet signature matching on GPUs","authors":"Xiao-zhong Pan","doi":"10.1109/IMSNA.2013.6743255","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743255","url":null,"abstract":"Network signature matching is an important task in many applications such as network security or traffic analysis, which generally rely on a flexible signature matching system to extract important packet information from each processed packet. This task is computation and data intensive, and requires significant processing time in sequential manner. In order to accelerate signature matching of giga-bit network traffic, we aim to exploit the inherent parallelism of signature matching through the use of parallel graphics processor units. In this paper, we present detailed analysis of signature matching along with the system design for parallel graphics processors(GPUs). The signature matching schema proposed is based on port matching and keyword matching in each packet header. A real system on graphics processor units was implemented to evaluate the efficacy of our design. Experimental results proved that signature matching can be efficiently done on graphics processor units.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"80 8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125890217","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
Proposal and adjustment of a Colombian migration model for the Pacific region 太平洋地区哥伦比亚移民模式的建议和调整
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6742812
Lizeth Paola Martínez, H. Espitia
{"title":"Proposal and adjustment of a Colombian migration model for the Pacific region","authors":"Lizeth Paola Martínez, H. Espitia","doi":"10.1109/IMSNA.2013.6742812","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6742812","url":null,"abstract":"In this paper, we propose a mathematical model to simulate internal human migration in the Colombian Pacific region using causal diagrams. This tool allows simulating and making projections about migrational behavior; also, it uses numerical optimization and real data about population projection done by the National Administrative Department of Statics. The optimization strategy, in a first stage, uses genetic algorithms to perform a good exploration of the search space and then, uses a method based on gradient to achieve a good convergence. Finally, the results show a good fit for the proposed model.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126761762","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
Block compressed sensing based on human visual for image reconstruction 基于人眼视觉的块压缩感知图像重建
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743436
Jie Wang, H. Bo, Q. Sun
{"title":"Block compressed sensing based on human visual for image reconstruction","authors":"Jie Wang, H. Bo, Q. Sun","doi":"10.1109/IMSNA.2013.6743436","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743436","url":null,"abstract":"Block Compressed Sensing (BCS) is one of the fundamental theories for image reconstruction. Compared with the traditional Compressed Sensing (CS) technique, it reduces the computational complexity and improves the efficiency of the reconstruction. However, the reconstruction quality of BCS is deteriorated to some degree. In order to improve the reconstruction quality of BCS, a new method based on human visual characteristics is proposed following the analysis of the DCT coefficients of an image. In the new method is introduced the contrast sensitivity in Watson visual model, indicating that the human eyes have different sensitivity to different DCT coefficients. To each element of the observation matrix in the same image block is assigned different weights based on visual characteristics. Finally, the experimental results demonstrate that the proposed approach can not only effectively improve the image reconstruction quality, but also have better subjective visual effect.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114909394","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: 0
The evolution of user service based on cloud computing in the university digital library 基于云计算的高校数字图书馆用户服务演进
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743461
Chen Hai-yan
{"title":"The evolution of user service based on cloud computing in the university digital library","authors":"Chen Hai-yan","doi":"10.1109/IMSNA.2013.6743461","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743461","url":null,"abstract":"Cloud computing technology is lead into the library field from 2009, and receives considerable attention. It brings a great shake to construction of university digital library. Cloud computing can resolve some problems about digital library, at the meanwhile, it brings changes in the fields of infrastructure, software use and platform also. The author thinks these changes will lead university library to reshape and reformation in user services.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122627647","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: 0
Three-dimensional finite element analysis for reinforced concrete face rockfill dam of Dongkeng reservoir 东坑水库钢筋混凝土面板堆石坝三维有限元分析
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6742818
Zhen Ren
{"title":"Three-dimensional finite element analysis for reinforced concrete face rockfill dam of Dongkeng reservoir","authors":"Zhen Ren","doi":"10.1109/IMSNA.2013.6742818","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6742818","url":null,"abstract":"Through analyzing reinforced concrete face rockfill dam structure's mechanical characteristics in construction process and operating process, this paper adopts finite element method to carry out three-dimensional finite element analysis for reinforced concrete face rockfill dam of Dongkeng reservoir. Deducing distribution laws of the dam's stress and displacement in construction process and operating process. Analysis results show that, reinforced concrete face rockfill dam of Dongkeng reservoir construction is reasonable, it meets the requirements for design.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122879916","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: 0
Dynamic scene analysis based on the topic model 基于主题模型的动态场景分析
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743309
Yawen Fan, Shibao Zheng
{"title":"Dynamic scene analysis based on the topic model","authors":"Yawen Fan, Shibao Zheng","doi":"10.1109/IMSNA.2013.6743309","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743309","url":null,"abstract":"In this paper, a framework based on the topic model is proposed for dynamic scene analysis. Firstly, low-level motion features are detected and denoised. The residual low level feature is then mapped into visual words using a novel adaptive quantization method. The first level latent Dirichlet allocation(LDA) model is applied to automatically cluster visual words into atomic activities. Afterwards, the second level latent Dirichlet allocation model is used to cluster atom activity into interactions. Therefore video clips are represented as a mixture of interactions. The results of the real world traffic datasets demonstrate the effectiveness of the proposed method.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"2001 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128283307","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: 4
An improved particle swarm optimization algorithm for reactive power optimization 一种改进的粒子群算法用于无功优化
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA) Pub Date : 2013-12-01 DOI: 10.1109/IMSNA.2013.6743322
Tuo Xie, Gang Zhang, Jiancang Xie, Yin Liu
{"title":"An improved particle swarm optimization algorithm for reactive power optimization","authors":"Tuo Xie, Gang Zhang, Jiancang Xie, Yin Liu","doi":"10.1109/IMSNA.2013.6743322","DOIUrl":"https://doi.org/10.1109/IMSNA.2013.6743322","url":null,"abstract":"Reactive power optimization of power system is a complicated multi-objective, multi-constraint combination optimization problem, particle swarm optimization (PSO) algorithm is the most commonly used algorithm to solve this problem. Aiming at the disadvantages of PSO algorithm, this paper came up with an improved particle swarm optimization (IPSO) algorithm. Firstly, it improved the particle population and initial position, and introduced weight coefficient in iterative process of evolution, which made the particles search process more reasonable and avoided premature convergence, secondly, it introduced the mutation operation to prevent particle swarming into local optimum, and enhanced the global optimization ability of the algorithm. Through the simulation calculation of the IEEE 6 nodes system, the results showed that IPSO algorithm is more effective than PSO algorithm.","PeriodicalId":111582,"journal":{"name":"2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128284555","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: 4
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