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Automatic segmentation of training set for facial feature detection 人脸特征检测训练集的自动分割
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652127
H. Demirel, T. Clarke, Peter Y. K. Cheung
In conventional image-based feature detection a time consuming pre-processing step is required to manually segment the training features from the unsegmented face images. We present a novel method of using automatically segmented facial image data for facial feature detection. A quality measure is defined to identify those image data from a large training set that are better to describe the feature. The best quality subset is then extracted and used to train the feature detector. The detection performance obtained by the automatically segmented data set after refinement is almost as high as that obtained by the feature detector trained by a manually segmented set.
在传统的基于图像的特征检测中,需要一个耗时的预处理步骤来手动从未分割的人脸图像中分割训练特征。提出了一种利用自动分割的人脸图像数据进行人脸特征检测的新方法。定义了一个质量度量来从一个大的训练集中识别那些更好地描述特征的图像数据。然后提取质量最好的子集并用于训练特征检测器。经过细化后的自动分割数据集所获得的检测性能几乎与人工分割集训练的特征检测器所获得的检测性能相当。
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引用次数: 1
Wideband CDMA receiver for WLL system WLL系统宽带CDMA接收机
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647161
Y. Jeong, J.S. Kim, Y.G. Bahg
WLL is an access system that uses a wireless link to connect subscribers to their local exchange in place of conventional copper cable. We propose a common air interface for the wideband CDMA WLL system. This paper describes the design and implementation of a digital receiver ASIC for the proposed wideband CDMA WLL system. The proposed reverse link transmitter structure is described. Then the design specification of the reverse link receiver is described. Operation of the implemented reverse link receiver ASIC is verified by system timing simulation. The total gate number of the code acquisition module, code tracking and data demodulation module, and Viterbi decoder module is about 150,000. For the purpose of ASIC implementation, 0.6 /spl mu/m CMOS technology is used. The implemented reverse link receiver ASIC can operate at clock frequencies up to 65.536 MHz.
WLL是一种接入系统,它使用无线链路将用户连接到本地交换机,而不是传统的铜缆。提出了一种用于宽带CDMA井眼系统的通用空中接口。本文介绍了宽带CDMA WLL系统的数字接收机ASIC的设计与实现。描述了所提出的反向链路发射机结构。然后介绍了反向链路接收机的设计说明。通过系统时序仿真验证了所实现的反向链路接收ASIC的运行。码采集模块、码跟踪与数据解调模块、维特比解码器模块的总门数约为15万。为了实现ASIC,采用0.6 /spl mu/m CMOS技术。所实现的反向链路接收器ASIC可以在时钟频率高达65.536 MHz的情况下工作。
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引用次数: 0
Beamforming for the decorrelating detector in synchronous CDMA systems 同步CDMA系统中去相关检测器的波束形成
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647162
Jinho Choi, J. Roh
We consider both multiuser detection and antenna arrays. For the multiuser detection, we use the decorrelating detector. It is shown that the resulting system is less affected by strong interferences and has the near-far resistance. Furthermore, it is observed that the decorrelating detector does not depend on the spatial cross-correlation. In the conventional detector, however, the performance degradation from the spatial cross-correlation is observed.
我们考虑了多用户检测和天线阵列。对于多用户检测,我们使用去相关检测器。结果表明,该系统受强干扰的影响较小,且具有近远电阻。此外,还观察到去相关检测器不依赖于空间互相关。然而,在传统的检测器中,观察到空间互相关导致的性能下降。
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引用次数: 1
Characterisation of acoustic signal and pattern recognition of free moving metallic particle motion modes in GIS GIS中自由运动金属粒子运动模式的声信号表征与模式识别
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652078
F. Ahmed, A. Darus, Z. Yusoff, M. Haque
Free metallic particles, inside gas insulated switchgear (GIS) apparatus are considered hazardous to the insulation system, can be detected using acoustic sensors placed on the enclosure. From acoustic measurements, it is rather easy to determine the partial discharge pulses caused by loose or fixed particles. One can readily recognise the motion modes of the free particles by studying the acoustic signal. This paper presents the analysis of free metallic particle motion modes in GIS apparatus from acoustic measurements. The parameters such as maximum acoustic amplitude, number of acoustic pulses, mean value of maximum amplitude of 10 measurements, number of pulses which exceed the specified % of maximum amplitude characterising partial discharge activity of Al as well as Cu particles of different shapes are investigated.
气体绝缘开关设备(GIS)内部的游离金属颗粒被认为对绝缘系统有害,可以使用放置在外壳上的声学传感器进行检测。从声学测量中,很容易确定由松散或固定颗粒引起的局部放电脉冲。通过研究声信号,可以很容易地识别出自由粒子的运动模式。本文从声学测量的角度分析了GIS仪器中自由金属粒子的运动模式。研究了表征铝和不同形状铜颗粒局部放电活性的参数,如最大声振幅、声脉冲数、10次测量的最大振幅平均值、超过最大振幅规定百分比的脉冲数等。
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引用次数: 0
Image processing and analysis of digital speckle pattern interferometric images for monitoring/surface vibration/tilt 用于监测/表面振动/倾斜的数字散斑干涉图像的图像处理和分析
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652120
C. Shakher, K. Matsuda, K. Tenjimbayashi, N. Sundarajan, D. Ravi
A digital speckle pattern interferometric system to monitor surface vibrations and out of plane tilt is presented. The resolution of the system used to measure the out of plane displacement is 1/2 per fringe.
提出了一种数字散斑干涉测量系统,用于监测表面振动和面外倾斜。用于测量面外位移的系统的分辨率为每条纹1/2。
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引用次数: 11
HMM speech recognition with reduced training 减少训练的HMM语音识别
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652134
S. Foo, T. Yap
One of the problems faced in automatic speech recognition is the amount of training required to adapt the machine to the speaker way of pronunciation. To a certain extent, the accuracy of correct recognition is proportional to the amount of training and adaptation carried out. This is especially true when a large vocabulary is involved. For certain applications, it is desirable that the training requirement be reduced to the bare minimum without sacrificing the accuracy of recognition. The minimum number of training required to achieve an acceptable degree of accuracy for a speaker dependent speech recognition system based on the hidden Markov model (HMM) is investigated. A method is also proposed which retains the same degree of accuracy of recognition with much reduced training.
自动语音识别面临的问题之一是需要大量的训练来使机器适应说话人的发音方式。在一定程度上,正确识别的准确性与进行的训练和适应的数量成正比。当涉及到大量词汇时尤其如此。对于某些应用,希望在不牺牲识别准确性的情况下将训练要求减少到最低限度。研究了基于隐马尔可夫模型(HMM)的基于说话人的语音识别系统达到可接受精度所需的最小训练次数。提出了一种在减少训练量的情况下保持相同识别精度的方法。
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引用次数: 2
Diversity techniques for reverse link of cellular DS/CDMA 蜂窝DS/CDMA反向链路分集技术
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652098
J. Sun, K.H. Li
Several diversity combining techniques are employed in a direct-sequence code-division multiple access (DS/CDMA) cellular system. The diversity receptions are combined using maximal ratio combining (MRC), equal gain combining (EGG), second-order selection combining (SC2) and a simplified version of MRC (SVM) that is simply a compromise between MRC and EGG. When the path loss exponent r=4, our results indicate that only MRC can significantly improve the system performance with a capacity gain of about 160% as compared to conventional detection with perfect power control. The other techniques investigated cannot improve the cellular CD/CDMA performance. However, when r is reduced to 2, all combining methods studied can enhance the cellular capacity dramatically. These diversity techniques are found to be effective in combating the problem associated with imperfect power control in cellular DS/CDMA.
在直接序列码分多址(DS/CDMA)蜂窝系统中采用了几种分集组合技术。利用最大比组合(MRC)、等增益组合(EGG)、二阶选择组合(SC2)和简化版的MRC (SVM)对分集接收进行组合,后者只是MRC和EGG之间的折衷。当路径损耗指数r=4时,我们的研究结果表明,与具有完美功率控制的常规检测相比,只有MRC才能显著提高系统性能,容量增益约为160%。所研究的其他技术不能提高蜂窝CD/CDMA性能。然而,当r减小到2时,所研究的所有组合方法都能显著提高细胞容量。这些分集技术可以有效地解决蜂窝DS/CDMA中功率控制不完善的问题。
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引用次数: 1
Least required bandwidth in VP-based ATM networks 在基于vp的ATM网络中,带宽要求最低
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652244
Y. Chen, S. Hu, C. Chan
In an ATM network, a virtual path (VP) is a labeled path which can be used to transport a bundle of virtual connections (VCs) and to manage the resources used by these connections. The ATM multimedia leased line service is provided across user-to-user VPs. The customers can increase/decrease the VP bandwidth according to their demand. This paper proposes a method to derive the least required bandwidth on a VP which is the minimum amount of bandwidth estimated to satisfy the QoS requirement of the VCs. The least required bandwidth can be a warranty of the VP resource reallocation.
在ATM网络中,虚拟路径(VP)是一个有标签的路径,它可以用来传输一组虚拟连接(vc),并管理这些连接所使用的资源。ATM多媒体租用线路业务跨用户对用户vp提供。客户可以根据自己的需求增加/减少VP带宽。本文提出了一种求VP上最小带宽的方法,即为满足vc的QoS要求而估计的最小带宽。最少需要的带宽可以作为VP资源重新分配的保证。
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引用次数: 0
Design of perfect reconstruction filter banks using transformation of variables and re-factorization 用变量变换和重构法设计完美的重构滤波器组
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652209
D. Tay
In this paper we present a technique to design 2-channel perfect reconstruction filter banks by using a combination of transformation of variables and re-factorization. The transformation of variables technique was initially formulated for the design of M-D (multidimensional) filter banks. With this technique the factorization of M-D polynomials (product filter) is avoided and high quality linear phase filters with sharp frequency roll-off can be designed with ease. Although the factorization problem does not occur in the 1-D case the technique is still effective for designing 1-D filter banks as it provides the flexibility of controlling the frequency characteristics of the filters with ease. The filters obtained using this technique always have an odd number of coefficients. By using re-factorization we are able to improve the quality of the filters and also obtain filters with an even number of coefficients.
本文提出了一种利用变量变换和重构相结合的方法设计双通道完美重构滤波器组的方法。变量变换技术最初是为设计M-D(多维)滤波器组而提出的。该技术避免了M-D多项式(积滤波器)的因式分解,可以轻松地设计出高质量的具有尖锐频率滚降的线性相位滤波器。虽然在一维情况下不会出现因数分解问题,但该技术对于一维滤波器组的设计仍然有效,因为它提供了易于控制滤波器频率特性的灵活性。用这种方法得到的滤波器总是有奇数个系数。通过重构,我们不仅可以提高滤波器的质量,还可以得到偶数个系数的滤波器。
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引用次数: 4
A measurement-based admission control algorithm using variable-sized window in ATM networks 一种基于测量的ATM网络可变窗口准入控制算法
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647123
Sukyoung Lee, Joo-Seok Song
The decisions of connection admission in ATM networks should be made in real time through the use of a fast algorithm. Since it is difficult to construct an accurate model for the multiplexed traffic, approximation of the multiplexed load is necessary. We focus on a dynamic CAC (connection admission control) algorithm as a different approach, in which admission control decisions are made based on network measurements. The algorithm observes the traffic through a moving window and the window size is recomputed from the measured cell loss. This approach also makes it possible to reallocate network resources (bandwidth and buffers) for multiple traffic classes. The performance of the proposed method is analyzed by means of simulated tests.
ATM网络中的接入决策需要采用快速的算法实时进行。由于难以建立精确的多路通信模型,因此有必要对多路负载进行近似。我们关注动态CAC(连接允许控制)算法作为一种不同的方法,其中允许控制决策是基于网络测量做出的。该算法通过移动窗口观察流量,并根据测量到的小区损失重新计算窗口大小。这种方法还可以为多个流量类重新分配网络资源(带宽和缓冲区)。通过仿真试验对该方法的性能进行了分析。
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引用次数: 11
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信息通信技术
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