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International Workshop on Systems, Signal Processing and their Applications, WOSSPA最新文献

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Viscosity and gas/oil ratio curves estimation using advances to neural networks 利用先进的神经网络估计粘度和气/油比曲线
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931460
A. Khoukhi, Munirudine Oloso, Elshafei Mostafa, A. Abdulraheem
In oil and gas industry, prior prediction of certain properties is needed ahead of exploration and facility design. Viscosity and gas/oil ratio (GOR), are among those properties described through curves with their values varying over a specific range of reservoir pressures. However, the usual prediction approach could result into curves that are not consistent, exhibiting scattered behaviour as compared to the real curves. In this paper two advances to artificial neural networks are implemented to solve the problem. These are Support Vector Regressors and Functional Networks. Statistical error measures have been used and showed the high performance of the proposed techniques. Moreover, the predicted curves are consistent with the actual curves.
在油气行业中,需要在勘探和设施设计之前对某些属性进行预先预测。粘度和气油比(GOR)是通过曲线描述的属性之一,它们的值在特定的储层压力范围内变化。然而,通常的预测方法可能导致曲线不一致,与实际曲线相比,表现出分散的行为。本文采用两种先进的人工神经网络技术来解决这一问题。它们是支持向量回归和功能网络。统计误差测量已被使用,并显示了所提出的技术的高性能。预测曲线与实际曲线吻合较好。
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引用次数: 1
Speaker localization using stereo-based sound source localization 使用基于立体声的声源定位的扬声器定位
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931459
H. Sayoud, S. Ouamour, S. Khennouf
Our present paper deals with the problem of audio speaker localization, which consists in determining the position of the active speaker in a meeting-room. This step represents the first task of speaker tracking, which is the global purpose of our research work. In this approach, two-channel-based (stereo) estimation of the speaker position is achieved by comparing the signals received by two cardioids microphones that are placed the one against the other and separated by a fixed distance. Our localization technique is inspired from the human ears, which act as two different sound observation points, enabling humans to estimate the direction of the speaking person with a good precision. The off-line experiments of speaker tracking have been done in a small meeting room without echo cancelation. Results show the good performances of the proposed localization methods.
本文讨论的是音频扬声器定位问题,即确定会议室中主动扬声器的位置。这一步代表了说话人跟踪的第一个任务,这是我们研究工作的总体目的。在这种方法中,基于双通道(立体声)的扬声器位置估计是通过比较两个心形麦克风接收到的信号来实现的,这两个心形麦克风放置在一个相对的位置,并以固定的距离分开。我们的定位技术的灵感来自人的耳朵,耳朵作为两个不同的声音观察点,使人类能够很精确地估计说话人的方向。在小型会议室进行了无回声消除的离线跟踪实验。结果表明,所提出的定位方法具有良好的性能。
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引用次数: 1
Fusion of face and voice using the Dempster-Shafer Theory for person verification 使用Dempster-Shafer理论进行人脸和声音的融合,用于人的验证
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931424
L. Mezai, F. Hachouf, Messaoud Bengherabi
In this paper, an algorithm for person verification is proposed. Dempster-Shafer Theory is used for face and voice fusion at the score level in order to overcome the limitations of unimodal biometric systems. Our experiments on the publicly available scores of the XM2VTS Benchmark database show a consistent improvement in performance compared to each individual modality. We have compared our approach with the sum rule and the likelihood ratio based fusion.
本文提出了一种人的身份验证算法。为了克服单峰生物识别系统的局限性,Dempster-Shafer理论在分数水平上用于人脸和语音融合。我们在XM2VTS基准数据库的公开可用分数上的实验表明,与每种单独的模式相比,性能有一致的提高。我们已经将我们的方法与求和规则和基于似然比的融合进行了比较。
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引用次数: 2
A new ToAs' CACFAR Wiener Rake Estimator for downlink mobile positioning in UMTS-FDD system 一种新的用于UMTS-FDD系统下行移动定位的ToAs' CACFAR Wiener Rake估计
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931507
A. Boudjellal, A. Belouchrani, K. Abed-Meraim
In this paper, we address the problem of Mobile Positioning and Tracking in the context of WCDMA mode of UMTS-FDD systems using signals' Time of Arrivals in the Downlink direction. A common method for ToA's estimation is correlation procedure between the received signal and delayed versions of the pilot sequence. This classical estimator suffers from the hearability and Near-Far problems, inherent to the WCDMA systems, and several improvements have been proposed in the literature to combat their effects. In this paper, we propose another ToA's estimator, based on Wiener Channel Estimator, and we combine it with a CACFAR detector in order to increase Fingers' probability of detection. Simulation results show that this new CACFAR Wiener RAKE Receiver operates better than the classical ones especially in the situations where the hearability problem has a hard effect on ToA's estimation.
本文利用UMTS-FDD系统下行方向的信号到达时间,解决了WCDMA模式下UMTS-FDD系统的移动定位与跟踪问题。一种常用的估计ToA的方法是将接收信号与导频序列的延迟版本进行相关处理。这种经典估计器存在WCDMA系统固有的可听性和近距离问题,文献中提出了一些改进方法来对抗它们的影响。在本文中,我们提出了另一种基于Wiener信道估计器的ToA估计器,并将其与CACFAR检测器相结合,以提高finger的检测概率。仿真结果表明,在可听性问题严重影响ToA估计的情况下,这种新的CACFAR Wiener RAKE接收机的性能优于传统的Wiener RAKE接收机。
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引用次数: 3
Unsupervised segmentation of non stationary data hidden with non stationary noise 隐藏非平稳噪声的非平稳数据的无监督分割
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931466
M. E. Boudaren, W. Pieczynski, E. Monfrini
Classical hidden Markov chains (HMC) can be inefficient in the unsupervised segmentation of non stationary data. To overcome such involvedness, the more elaborated triplet Markov chains (TMC) resort to using an auxiliary underlying process to model the behavior switches within the hidden states process. However, so far, only this latter was considered non stationary. The aim of this paper is to extend the results of a recently proposed TMC by considering both hidden states and noise non stationary. To show the efficiency of the proposed model, we provide results of non stationary synthetic and real images restoration.
经典隐马尔可夫链(HMC)在非平稳数据的无监督分割中效率低下。为了克服这种关联性,更精细的三重马尔可夫链(TMC)采用了一种辅助的底层过程来模拟隐藏状态过程中的行为切换。然而,到目前为止,只有后者被认为是非平稳的。本文的目的是通过考虑隐藏状态和噪声非平稳来扩展最近提出的TMC的结果。为了证明该模型的有效性,我们给出了非平稳合成和真实图像恢复的结果。
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引用次数: 6
Bluetooth portable device and Matlab-based GUI for ECG signal acquisition and analisys 蓝牙便携设备和基于matlab的心电信号采集与分析GUI
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931420
N. Belgacem, S. Assous, F. Bereksi-Reguig
Various ECG instruments have addressed a wide variety of clinical and technical issues. However, there is still scope for improvement in them particularly in the area of their susceptibility to noise, lack of universal connectivity and off-line processing. In emergency situations, real-time health parameter is crucial. According to the American Heart Association [1], treatment of a patient experiencing ventricular fibrillation within the first 12 minutes of cardiac arrest brings a survival rate of 48%–75%. The survival rate drops to 2%–4% after 12 minutes have gone. This paper illustrates a low-cost method for realtime acquisition of ECG signal for storage and processing using a Matlab®-based Graphical User Interface (GUI). This costly effective design can be interesting for the third world medical device industry to develop such device locally instead of buying the technology with high cost from the western contries. The ECG device is wirelessly connected to a smart phone or a computer using IEEE 802.15.1 based radio protocol. It includes an analog system and a Bluetooth transceiver, flexible and stretchable for comfortable continuous cardiac monitoring. The Matlab®-based GUI is designed to perform real-time analysis on the ECG data to compute the different waves features and display the same on the GUI along with the ECG signal plot.
各种ECG仪器已经解决了各种各样的临床和技术问题。然而,它们仍有改进的余地,特别是在它们对噪声的敏感性,缺乏普遍连接和离线处理方面。在紧急情况下,实时健康参数至关重要。根据美国心脏协会[1],在心脏骤停的前12分钟内对出现心室颤动的患者进行治疗,生存率为48%-75%。12分钟后存活率下降到2%-4%。本文阐述了一种低成本的方法,利用基于Matlab®的图形用户界面(GUI)实时采集心电信号进行存储和处理。这种高性价比的设计对于第三世界的医疗器械行业来说是有趣的,可以在当地开发这样的设备,而不是从西方国家购买高成本的技术。该ECG设备使用基于IEEE 802.15.1的无线协议与智能手机或计算机无线连接。它包括一个模拟系统和一个蓝牙收发器,灵活和可拉伸的舒适连续心脏监测。基于Matlab®的GUI设计用于对心电数据进行实时分析,以计算不同的波特征,并在GUI上显示相同的心电信号图。
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引用次数: 18
Blur reduction by a Multiplicative Multiresolution Decomposition MMD 乘式多分辨率分解的模糊减少
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931413
A. Serir, Assia Hamadene, F. Kerouh
In this paper, a new blur reduction method based on the new concept of Multiplicative Multiresolution Decomposition is presented. This method turns on specific corrections of coefficients in MMD domain. To appreciate the proposed approach performances, one could consider the classical method based on Shock filters and blind deblurring. The conventional methods for assessment like PSNR and MSE are invalid since there is no correlation with human perception. Therefore one could propose to use metrics which quantify the quantity of blur in images as it is proposed in [1]. In addition, one could compare the results visually and by plotting an original and deblurred transitions.
基于乘法多分辨率分解的新概念,提出了一种新的模糊还原方法。该方法开启了MMD域系数的特定修正。为了评价该方法的性能,我们可以考虑基于冲击滤波器和盲去模糊的经典方法。由于PSNR和MSE与人的感知没有相关性,传统的评估方法是无效的。因此,可以像[1]中提出的那样,使用量化图像模糊量的指标。此外,人们还可以直观地比较结果,并绘制出原始的和去模糊的过渡。
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引用次数: 3
Delineation of the complex QRS and the T-end using wavelet transform and surface indicator 利用小波变换和表面指示器对复合QRS和t端进行圈定
Pub Date : 2011-05-09 DOI: 10.1109/WOSSPA.2011.5931419
Dib N, Benali R, Hadj Slimane, Z. Bereksi-Reguig
In this paper, a new algorithm for ECG waves segmentation is described. The algorithm is based on the wavelet transform for the complex QRS delineation and a surface indicator for the detection of the T-end waves. The described algorithm was evaluated using ECG signals from the universal database MIT BIH. A sensitivity of 99.35% and a positive predictivity of 99.05% are reached. Those obtained results show the good performances of this new algorithm.
本文提出了一种新的心电波分割算法。该算法是基于小波变换的复杂QRS圈定和表面指标的t端波检测。所描述的算法使用来自通用数据库MIT BIH的心电信号进行评估。灵敏度为99.35%,阳性预测率为99.05%。结果表明,该算法具有良好的性能。
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引用次数: 11
Steering committee 指导委员会
Pub Date : 2009-01-01 DOI: 10.1080/14680629.2009.9690232
Xinqin Bao’s, Jackie Greaser, Alice Rouquie, Yuzhen Zhang, Yiqiu Tan, Shin-Che Huang, Steering Committee, H. Benedetto, Raymond E. Robertson, Magdy Abdelrahman, G. Baumgardner, Egbert Beuving, W. Buttlar, Tien-Li Fang, Charles J. Glover, Peiwen Hao, Xiaoming Huang, N. Kim, B. Kluttz, Kraton Polymers, Niki Kringos, Jyhjong Lin, Hao Liu, A. Loizos, Xiaohui Lu, M. Marasteanu, J. Masson, F. Miknis, Chantal De La Roche, G. Rowe, K. Takamura, G. Tebaldi, Lijun Sun, Lin Wang, Lingbing Wang, Xudong Wang, Menglan Zeng, Xiaoning Zhang, Jinchuan Zhou, Liping Cao, G. Chehab, Zhongyin Guo, Martin Huurman, Yong-Rak Kim, B. Lechner
Il-Yeol Song, Drexel University, USA (Chair) Chong-Kwon Kim, Seoul National University, Korea (Vice-Chair) X. Sean Wang, Fudan University, China (Secretary) Jinho Kim, Kangwon National University, Korea (Treasurer) Tok Wang Ling, National University of Singapore, Singapore (Advisor) Ho-Jin Choi, KAIST, Korea Young Ik Eom, Sungkyunkwan University, Korea (ex-officio) Masaru Kitsuregawa, Tokyo University, Japan Jee-In Kim, Konkuk University, Korea Masatoshi Yoshikawa, Kyoto University, Japan Xiaofang Zhou, The Queensland University, Australia Wookey Lee, Inha University, Korea Jaideep Srivastava, University of Minnesota, USA Jongwon Choe, Sookmyung Women's University, Korea (ex-officio)
宋一烈,美国德雷索大学(主席)金钟权,韩国首尔大学(副主席)王尚恩,中国复旦大学(秘书)金真浩,韩国江原大学(司库)王德玲,新加坡国立大学,新加坡(顾问)崔浩镇,韩国科学技术院,韩国尹英益,韩国成均馆大学,韩国(当然委员)北川正治,东京大学,日本金志仁,建国大学,韩国吉川正敏,京都大学,日本周晓芳、昆士兰大学、澳大利亚伍基·李、仁荷大学、韩国Jaideep Srivastava、明尼苏达大学、美国崔钟元、韩国淑明女子大学(当然成员)
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引用次数: 0
25th Anniversary of WOSSPA: Message from the general chair WOSSPA成立25周年:主席致辞
Pub Date : 1900-01-01 DOI: 10.1109/wosspa.2011.5931404
by Ecole Nationale Polytechnique of Algiers. This is the 25th Anniversary of WoSSPA and it is the first time that WoSSPA is organized in an African country; and, it follows the successful organization of ISSPA 2007 and WoSPA 2008 in Sharjah, UAE. Previous earlier events were all organized in Australia apart from a joint event organized in Malaysia in 2005, starting from a workshop in 1986 that was in preparation for the first ISSPA held in 1987 in Brisbane, Australia. The name of the event was then WoSPA (Worshop on Signal Processing and its Applications). The word " Systems " in the title was added this year. After 1986, the next WoSPA events were held in 1990 and 1992 as two-day workshops that immediately followed ISSPA 1990 and WoSPA 1992, and they were specialized workshops with time-frequency signal analysis as the 1990 theme and Higher Order Spectra as the 1992 theme. From 1993, WoSPA was organized independently of ISSPA and it was held in between two ISSPAs until now. As for all the previous events, we have emphasized some particular themes: biomedical research, signal processing for communications and Radar Signal Processing as well as other multidisciplinary research. The background for this decision is local, taking into account directions taken by Algerian Researchers. With this workshop, we will have now organized three main high level events (including ISSPA 2007 and WoSPA2008 in Sharjah) in the field of Signal Processing in the Middle East & North Africa region. It was found that, in order for universities in the region to make a significant contribution to the field of Signal Processing, we needed to link those areas of expertise available locally with expatriate researchers in overseas universities. To make this link productive, it was desirable to define clear objectives and efficient strategies. Organizing WoSSPA 2011 is part of this strategy. It aims to take advantage of local expertise to define new multidisciplinary research directions that will need to significant innovation for the benefit of the local, Arab, African and international community. In particular, Algerian researchers participating at WoSSPA 2011 should be able to mingle freely with overseas delegates without the hassles involved in trying to get a visa for events organized in an overseas destination. I welcome all the delegates, and especially the international ones, to this event and hope that they will have fruitful discussions, and take time to get familiar with …
阿尔及尔国立理工学院。今年是WoSSPA成立25周年,也是WoSSPA第一次在非洲国家举办;在此之前,ISSPA 2007和wspa 2008在阿联酋沙迦成功举办。之前的活动都是在澳大利亚组织的,除了2005年在马来西亚组织的联合活动,从1986年的研讨会开始,为1987年在澳大利亚布里斯班举行的第一届ISSPA做准备。这次会议的名称是WoSPA(信号处理及其应用研讨会)。标题中的“系统”一词是今年添加的。1986年后,继ISSPA 1990和WoSPA 1992之后,下一届WoSPA活动在1990年和1992年举行,作为为期两天的研讨会,它们是专门的研讨会,以时频信号分析为1990年的主题,高阶谱为1992年的主题。从1993年开始,WoSPA独立于ISSPA组织,并在两个ISSPA之间举办至今。对于以往的活动,我们强调了一些特定的主题:生物医学研究、通信信号处理和雷达信号处理以及其他多学科研究。这一决定的背景是当地的,考虑到了阿尔及利亚科学家的指导。通过这次研讨会,我们将在中东和北非地区组织三个主要的高级别活动(包括ISSPA 2007和沙迦的WoSPA2008)。人们发现,为了使该地区的大学对信号处理领域作出重大贡献,我们需要将当地现有的专业知识领域与海外大学的外籍研究人员联系起来。为了使这种联系产生效果,最好确定明确的目标和有效的战略。组织2011年WoSSPA就是这一战略的一部分。它的目标是利用当地的专业知识来确定新的多学科研究方向,这些方向需要进行重大创新,以造福当地、阿拉伯、非洲和国际社会。特别是,参加WoSSPA 2011的阿尔及利亚研究人员应该能够自由地与海外代表交流,而不必为在海外举办的活动申请签证而烦恼。我欢迎所有代表,特别是国际代表参加这次活动,希望他们进行富有成果的讨论,并花时间熟悉……
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引用次数: 0
期刊
International Workshop on Systems, Signal Processing and their Applications, WOSSPA
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