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2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)最新文献

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Patch based descriptors for iris recognition 基于补丁的虹膜识别描述符
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737145
S. Emerich, R. Malutan, E. Lupu, László Lefkovits
{"title":"Patch based descriptors for iris recognition","authors":"S. Emerich, R. Malutan, E. Lupu, László Lefkovits","doi":"10.1109/ICCP.2016.7737145","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737145","url":null,"abstract":"In recent years, local texture analysis methods have gained increasing attention in many areas of image processing and computer vision. The current paper deals with iris features extraction, based on dense descriptors. A dense descriptor captures the local details, pixel by pixel over the complete image. Three different techniques were employed: Local Binary Pattern, Local Phase Quantization and Differential Excitation in order to provide both spatial and frequency information. To evaluate the proposed system, experiments were performed on the UPOL database, by using a linear SVM classification scheme. The results show that the iris micro-texture patterns such as crypts, furrows or pigment spots can be well characterized by patched based descriptors.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"2537 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128717766","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: 6
Leverage cache replacement policy in multicore processors 在多核处理器中利用缓存替换策略
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737182
Marius Geanta, Lavinia Ghica, N. Tapus
{"title":"Leverage cache replacement policy in multicore processors","authors":"Marius Geanta, Lavinia Ghica, N. Tapus","doi":"10.1109/ICCP.2016.7737182","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737182","url":null,"abstract":"Computer hardware is currently moving towards heavily parallelized architectures with multiprocessors, multicore and chip multithreaded designs. Cache memory, the fastest component of the memory hierarchy, adapts to this new kind of parallel systems in order to provide the promised performance increase. Current cache designs have limitations that can be transformed into optimization opportunities both in hardware and software. This paper provides a detailed research of cache performance in multicore processors, considering critical hardware aspects. A new solution is proposed to improve the current performance: an optimized replacement policy for the shared cache level. From experiments run on four and eight core setups in a multicore simulator, the proposed enhancements achieve up to 30% execution speed increase over the default setup.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128059339","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 survey of Ambient Assisted Living systems: Challenges and opportunities 环境辅助生活系统的调查:挑战与机遇
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737121
Ace Dimitrievski, Eftim Zdravevski, Petre Lameski, V. Trajkovik
{"title":"A survey of Ambient Assisted Living systems: Challenges and opportunities","authors":"Ace Dimitrievski, Eftim Zdravevski, Petre Lameski, V. Trajkovik","doi":"10.1109/ICCP.2016.7737121","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737121","url":null,"abstract":"As the research in Ambient Assisted Living (AAL) matures, we expect that data generated from AAL IoT devices will benefit from analysis by well established machine learning techniques. There is also potential that new research in ML and Artificial Intelligence (AI) can be used on data generated from the sensors used in AAL. In this paper we present a survey of the research in the related topics, identify its shortcomings and propose future work that will integrate these fields by collecting ambient sensor data and process the data by ML framework which can detect and classify activities.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129096151","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: 27
A study of the impact of HOG and LBP based temporal association on far infrared pedestrian detection 基于HOG和LBP的时间关联对远红外行人检测的影响研究
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737157
R. Brehar, C. Vancea, F. Oniga, M. Negru, S. Nedevschi
{"title":"A study of the impact of HOG and LBP based temporal association on far infrared pedestrian detection","authors":"R. Brehar, C. Vancea, F. Oniga, M. Negru, S. Nedevschi","doi":"10.1109/ICCP.2016.7737157","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737157","url":null,"abstract":"In this paper we focus on the problem of pedestrian detection in low visibility conditions, with infrared cameras. Widely applied, tracking is essential for driving assistance applications, providing support for removing false positives and forcing the detection of border line true positives. We propose a multiple feature and temporal based pedestrian detector for far-infrared images. Our model benefits from a fast pedestrian candidate selection given by a three dimensional filtering of bounding boxes that are on the road, it gathers the accuracy of aggregated channel feature pedestrian detector and it is enhanced with a temporal based reasoning mechanism that allows an accurate identification of real pedestrians in the scene. Within the context of the proposed model we study the effects of different association rules for the detected pedestrians. The evaluation of the proposed algorithm proves its benefits, focused on the reduction of the false positives rate.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129097563","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: 6
Exploring various neighborhoods in Cellular Automata for image segmentation 探索元胞自动机中用于图像分割的各种邻域
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737155
A. Andreica, L. Dioşan, Andreea Sandor
{"title":"Exploring various neighborhoods in Cellular Automata for image segmentation","authors":"A. Andreica, L. Dioşan, Andreea Sandor","doi":"10.1109/ICCP.2016.7737155","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737155","url":null,"abstract":"This paper presents the first results obtained by exploring different neighborhoods in two-dimensional Cellular Automata applied for the difficult task of automatic image segmentation. Numerical experiments have been performed on several real-world and synthetic images for which the ground truth is known, being therefore able to compute the algorithm performance by comparing the obtained segmented image with the correct segmentation. To this purpose, the DICE coefficient has been used, which is one of the most popular similarity measures found in the literature. Obtained results bring valuable input that could help further improve the algorithms based on Cellular Automata applied to image segmentation.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115964967","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
Enhancing digital maps to support reasoning on traffic sign compliance 加强数码地图，以支援交通标志遵从性的推理
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737160
A. Marginean, Andra Petrovai, R. R. Slavescu, M. Negru, S. Nedevschi
{"title":"Enhancing digital maps to support reasoning on traffic sign compliance","authors":"A. Marginean, Andra Petrovai, R. R. Slavescu, M. Negru, S. Nedevschi","doi":"10.1109/ICCP.2016.7737160","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737160","url":null,"abstract":"This article presents a new methodology of enriching digital maps in order to reason upon the traffic sign compliance, of traffic participants. The Open Street Map (OSM) data is augmented with a new layer for road orientation and road intersections in order to support not only map matching, but also reasoning processes on the compliance to traffic regulations provided by traffic signs. In order to increase the accuracy of the road map, traces collected with a high precision GPS receiver are used in a probabilistic model of traffic lanes. A distribution of points across the road relative to the existing OSM center-line is obtained by learning Gaussian Mixture Models. A method for extracting accurate position for static points is also proposed and applied for positions of traffic signs. The enhanced digital map is applied on the identification of car's percepts which support the rule based reasoning about traffic sign compliance.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115391629","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
Real time adaptive video streaming 实时自适应视频流
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737153
Vlad Rosu, M. Marcu
{"title":"Real time adaptive video streaming","authors":"Vlad Rosu, M. Marcu","doi":"10.1109/ICCP.2016.7737153","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737153","url":null,"abstract":"A large part of the data transmitted over the Internet today consists of video streaming services, mainly due to the growth of services like Youtube, Skype or WebEx. The need for an adaptive video stream arose as a mobile robot with real-time video streaming capability has been developed. ARC-ROVER is a robot that could connect to the Internet via 3G technology, and that could be controlled over the Internet while providing a video stream as a means of providing feedback to the user. In tests, apart from the latency resulted from network time and encoding and decoding processes, depending on the circumstances, the video stream's latency increased over time until the video stream was no longer usable due to its delay. The goal of our work is to implement an embedded algorithm that takes full advantage of the available bandwidth, while at the same time providing a seamless video stream with no interruptions and as little delay as possible.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128506120","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
Energy efficiency and robustness for IoT: Building a smart home security system 物联网的能源效率和鲁棒性:构建智能家居安全系统
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737120
C. Chilipirea, A. Ursache, D. Popa, Florin Pop
{"title":"Energy efficiency and robustness for IoT: Building a smart home security system","authors":"C. Chilipirea, A. Ursache, D. Popa, Florin Pop","doi":"10.1109/ICCP.2016.7737120","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737120","url":null,"abstract":"Internet of Things (IoT) represents a new paradigm in computing in which devices are connected to the internet and directly communicate with each other. Because these devices are generally thought to be wireless, small and cheap, in other words not very reliable, it is vital that we address the robustness problems in IoT. Applying standard fault tolerance models in IoT is impossible. The devices are not only heterogeneous, but unlike compute nodes, different devices have completely different capabilities and serve completely different functions (they have different sensors). We propose a model in which we describe the capabilities of each device and use this information to dynamically replace faulty devices with other, not-directly-compatible ones. Furthermore, our model uses the overlap between device characteristics in order to temporarily disable part of them and preserve energy. We show how the model can be applied on an IoT home security system, where robustness is critical. To offer a concrete example, a system based on our model would use a WiFi scanner, a heat sensor and a door opening sensor in order to replace a faulty security camera.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127941914","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: 30
Modeling framework for hazard management applied to water pollution and radiation dispersion 水污染和辐射扩散危害管理建模框架
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737136
A. Ionita, M. Mocanu
{"title":"Modeling framework for hazard management applied to water pollution and radiation dispersion","authors":"A. Ionita, M. Mocanu","doi":"10.1109/ICCP.2016.7737136","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737136","url":null,"abstract":"Management of natural and industrial hazards is performed through cooperation of a multitude of actors, sometimes from different institutions sharing common objectives, which belong to virtual organizations responsible of monitoring risks and responding to emergency situations. The information systems dedicated to this domain are multidisciplinary, highly distributed, and characterized by the co-existence of physical and computational artifacts. The paper introduces a modeling framework for the description and development of hazard management systems, implemented for prediction, decision support and early warning. The framework is not dependent of any modeling language and it is applied here for the characterization and the comparative analysis of two platforms: one for accidental river pollution and the other for the propagation of radioactive clouds in case of nuclear plants incidents.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114268346","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
Contrast restoration of foggy images on the ZYNQ embedded platform 基于ZYNQ嵌入式平台的雾天图像对比度恢复
2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP) Pub Date : 2016-09-01 DOI: 10.1109/ICCP.2016.7737148
Bogdan Coseriu, M. Negru, S. Nedevschi
{"title":"Contrast restoration of foggy images on the ZYNQ embedded platform","authors":"Bogdan Coseriu, M. Negru, S. Nedevschi","doi":"10.1109/ICCP.2016.7737148","DOIUrl":"https://doi.org/10.1109/ICCP.2016.7737148","url":null,"abstract":"Autonomous Vehicles require accurate environment information in order to perform scene understanding with very high accuracy. For this reason, we must design perception algorithms that are robust and must perform in any environmental and weather conditions. Since fog is one of the most dangerous weather phenomena for driving we propose an embedded solution that is able to restore the contrast of images captured from a moving vehicle in fog conditions. Our solution is based on a state of the art contrast restoration algorithm and is able to provide high quality images in real time. The visibility in the enhanced images is greatly improved such that other image processing algorithms can be applied on the resulting images. We have chosen the Xilinx ZYNQ embedded platform since it provides the best tradeoff in terms of cost, performance and form-factor.","PeriodicalId":343658,"journal":{"name":"2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing (ICCP)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115716718","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: 5
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