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2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628)最新文献

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A speckle reduction filter using wavelet-based methods for medical imaging application 基于小波的散斑减少滤波器在医学成像中的应用
Su Cheol Kang, S. Hong
One of the most significant features for diagnostic echocardiographic images is to reduce speckle noise and improve image quality. We propose a simple and effective filter design for image denoising and contrast enhancement based on a multiscale wavelet method. Wavelet threshold algorithms replace small magnitude wavelet coefficients by zero and keep or shrink the other coefficients. This is basically a local procedure, since wavelet coefficients characterize the local regularity of a function. After we estimate the distribution of noise within an echocardiographic image, we apply it to a fitness wavelet threshold algorithm. A common way of estimating the speckle noise level in coherent imaging is to calculate the mean-to-standard-deviation ratio of the pixel intensity, often termed the equivalent number of looks (ENL), over a uniform image area. Unfortunately, this measure is not very robust, mainly due to the difficulty of identifying a uniform area in a real image. For this reason, we only use the S/MSE ratio, which corresponds to the standard SNR in case of additive noise. We have simulated some echocardiographic images by specialized hardware for a real-time application; processing of 512/spl times/512 images takes about 1 min. Our experiments show that the optimal threshold level depends on the spectral content of the image. With high spectral content, the noise standard deviation estimation performed at the finest level of the DWT tends to be over-estimated. Hence a lower threshold parameter is required to get the optimal S/MSE. The standard WCS theory predicts a threshold that depends only on the number of signal samples.
超声心动图诊断图像最重要的特点之一是降低斑点噪声,提高图像质量。提出了一种基于多尺度小波方法的简单有效的图像去噪和对比度增强滤波器设计。小波阈值算法将小波系数替换为零,保留或缩小其他系数。这基本上是一个局部过程,因为小波系数表征了函数的局部正则性。在估计超声心动图图像中的噪声分布后,我们将其应用于适应度小波阈值算法。相干成像中估计散斑噪声水平的一种常用方法是计算均匀图像区域上像素强度的平均与标准偏差比,通常称为等效外观数(ENL)。不幸的是,这种方法不是很健壮,主要是由于难以识别真实图像中的均匀区域。因此,我们只使用S/MSE比,它对应于加性噪声情况下的标准信噪比。我们用专门的硬件模拟了一些超声心动图图像,用于实时应用;处理512/spl次/512张图像大约需要1分钟。我们的实验表明,最佳阈值水平取决于图像的光谱含量。在高光谱含量的情况下,在DWT的最精细水平上进行的噪声标准偏差估计往往会被高估。因此,需要一个较低的阈值参数来获得最佳的S/MSE。标准WCS理论预测的阈值仅取决于信号样本的数量。
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引用次数: 17
AR-vector using CMS for robust text independent speaker verification ar向量使用CMS鲁棒文本独立说话人验证
C. B. D. Lima, Dirceu G. da Silva, A. Alcaim, J. A. Apolinário
This paper presents the performance of the AR-vector with cepstral mean subtraction (CMS) used to compensate the distortions caused by distinct telephone channels. The speaker recognition performance obtained with the use of CMS is compared with a system without compensation. With 60 s of speech signal used for training and 30 s used for testing, the error rate without channel normalization is around 2.82% against the 1.65% achieved with CMS. For 10 s testing time, the error rate dropped from 5.40% to 3.80% when using CMS. For the lowest testing time (3 s), the error rate of the AR-vector is close to 19% regardless of whether or not the normalization technique is used. Although there is a clear improvement in performance when using CMS, it is not of major significance. This leads to the conclusion that the AR-vector classification system is somewhat robust to channel distortion, especially as the testing time decreases.
本文介绍了用倒谱平均减法(CMS)补偿不同电话信道造成的失真的ar向量的性能。将使用CMS的说话人识别性能与无补偿的系统进行了比较。60秒的语音信号用于训练,30秒用于测试,没有信道归一化的错误率约为2.82%,而CMS的错误率为1.65%。在10 s的测试时间内,使用CMS时的错误率从5.40%下降到3.80%。在最低测试时间(3 s)下,无论是否使用归一化技术,ar向量的错误率都接近19%。虽然在使用CMS时性能有明显的提高,但并不具有重大意义。由此得出结论,ar向量分类系统对信道失真具有一定的鲁棒性,特别是随着测试时间的减少。
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引用次数: 2
State-trajectory behavior in high-order, lowpass sigma-delta modulators with distinct NTF zeros 具有不同NTF零的高阶低通σ - δ调制器的状态-轨迹行为
N. Wong, T. Ng
This paper presents a generic, scalable approach to obtain closed-form state-trajectory expressions for high-order (order > 2) lowpass sigma-delta (/spl Sigma//spl Delta/) modulators with distinct noise transfer function (NTF) zeros. Constant modulator input is assumed. The techniques of state-space diagonalization, continuous-time embedding, and Poincare map analysis are combined and extended. It is shown that an even-order modulator can be decomposed into individual second-order subsystems with circular trajectories about two half-plane centers, while an odd-order modulator will result in an additional first-order subsystem represented by an oscillating quantity. The trajectory and half-plane transition expressions thus obtained provide effective tools for stability analysis of /spl Sigma//spl Delta/ modulators.
本文提出了一种通用的、可扩展的方法来获得具有不同噪声传递函数(NTF)零的高阶(阶>2)低通Sigma - Delta (/spl Sigma//spl Delta/)调制器的闭形式状态轨迹表达式。假设恒定的调制器输入。结合并扩展了状态空间对角化、连续时间嵌入和庞加莱映射分析技术。结果表明,偶阶调制器可以分解为具有绕两个半平面中心的圆形轨迹的单个二阶子系统,而奇阶调制器将产生一个由振荡量表示的附加一阶子系统。由此得到的轨迹和半平面过渡表达式为/spl Sigma//spl Delta/调制器的稳定性分析提供了有效的工具。
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引用次数: 2
Automatic epoch extraction for closed-phase analysis of speech 语音闭合相位分析的自动历元提取
A. Kounoudes, P. Naylor, M. Brookes
This paper presents an automatic method to determine the instants of glottal closure (GCIs), or epochs, from the speech signal alone without the need of a laryngograph signal. The proposed algorithm incorporate a new technique for estimating GCI candidates and dynamic programming to select the best candidates according to predefined cost functions. Results show accuracy in estimation to within /spl plusmn/0.25ms on 87% of the test database and less that 1% false alarms and misses. Preliminary experiments using the telephone -degraded NTIMIT database have shown that the algorithm continues to perform well even in the presence of noise.
本文提出了一种不需要喉镜信号就能从语音信号中自动确定声门关闭时刻(gci)的方法。该算法结合了一种新的GCI候选者估计技术和动态规划技术,根据预定义的代价函数选择最佳候选者。结果显示,在87%的测试数据库中,估计精度在/spl plusmn/0.25ms以内,误报和漏报不到1%。使用电话退化的NTIMIT数据库进行的初步实验表明,即使在存在噪声的情况下,该算法仍然表现良好。
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引用次数: 4
A new class of non-linear, multi-dimensional structures for long-term dynamic modelling of chaotic systems 一类新的非线性、多维结构用于混沌系统的长期动态建模
M. Sabry-Rizk, W. Zgallai
In this paper, we specifically turn our attention to long-term prediction of dynamic multi-fractal chaotic systems. Here, the linear, quadratic, cubic, and nth-order non-linearities are each multiplied by a weighting function. The weighting functions can take a time-varying form, if necessary, to cater for the non-stationary dynamics of the signal. During the training phase, the characteristic parameters of the weighting functions adapt to the varying nature and emphasis of non-linearity. Once the training of the new adaptive structure is completed; the generalization performance is evaluated by performing recursive prediction in an autonomous fashion. Specifically, the long-term predictive capability of the structure is tested by using a closed-loop adaptation scheme without any external input signal applied to the structure. The dynamic invariants computed from the reconstructed time series must now closely match the corresponding ones computed from the original time series. We will provide evidence of long-term prediction in excess of several thousand samples of highly complex (nine dimension) multi-fractal labour contraction signals using only a small fraction of this sample (only 300 samples for the training phase). Also presented are interesting results obtained using Lorenz attractor, and performing two recursive long-term predictions; (i) the regularized Gaussian radial basis function networks, and (ii) our novel embedded Volterra-like structure with weighted linear, quadratic and cubic nonlinearities, which demonstrate the superior performance of the latter with reduced SNRs.
在本文中,我们特别关注动态多重分形混沌系统的长期预测。在这里,线性、二次、三次和n阶非线性分别乘以一个加权函数。如果有必要,加权函数可以采用时变形式,以适应信号的非平稳动态。在训练阶段,加权函数的特征参数适应非线性的不同性质和重点。一旦新的自适应结构训练完成;通过以自主方式执行递归预测来评估泛化性能。具体而言,在不施加任何外部输入信号的情况下,采用闭环自适应方案测试结构的长期预测能力。从重构时间序列中计算的动态不变量现在必须与从原始时间序列中计算的相应不变量紧密匹配。我们将提供超过几千个高度复杂(九维)多分形劳动收缩信号样本的长期预测证据,仅使用该样本的一小部分(仅300个样本用于训练阶段)。本文还介绍了利用洛伦兹吸引子进行递归长期预测的有趣结果;(i)正则化高斯径向基函数网络,以及(ii)我们新颖的嵌入式Volterra-like结构,具有加权线性、二次和三次非线性,这表明后者在降低信噪比的情况下具有优越的性能。
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引用次数: 2
Active contours for heart motion-compensated reconstruction in computed tomography 计算机断层扫描中心脏运动补偿重建的活动轮廓
R. Verdú, J. Morales-Sánchez, R. Berenguer-Vidal, L. Weruaga
This paper shows a novel method related to motion compensated image reconstruction in computed tomography. The proposed method is based on deformable models. Computing the movement directly from the original non-compensated reconstruction avoiding artifacts selectively in a semiautomatic way is the first step in proposed motion compensation. The motion estimation provided by active contour models fitting and interpolation are used to reduce the image artifacts when it is applied during reconstruction. Preliminary results shows that the method produces images with a low-level artifacts for phantoms with synthetic motion.
提出了一种新的计算机断层扫描运动补偿图像重建方法。该方法基于可变形模型。运动补偿的第一步是直接从原始的非补偿重建中计算运动,以半自动的方式选择性地避免伪影。利用活动轮廓模型拟合和插值所提供的运动估计来减少重建过程中的图像伪影。初步结果表明,该方法对具有合成运动的幻影产生了低层次伪影。
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引用次数: 2
Flexible real time signal filtering in space using reconfigurable logic 灵活的实时信号滤波在空间中使用可重构逻辑
Anwar S. Dawood, John A. Williams, S. J. Visser
The High Performance Computing (HPC-I) payload is an innovative computing device designed for deployment on the Australian scientific mission satellite FedSat. HPC-I will validate and evaluate the practicality of using reconfigurable field programmable gate array (FPGA) technology in the space environment. The deployment of reconfigurable FPGA technology on-board satellites is a very promising solution for digital signal processing in the challenging space environment, offering tremendous flexibility to adapt to changing operation requirements, while achieving very high performance. Such combined flexibility and performance is not found in conventional signal processing architectures. This paper presents the design and implementation on HPC-I of two common digital signal filtering algorithms, a 4-tap low pass FIR filter and a 32-tap moving average filter. The flexibility and adaptability of the system is discussed in the context of more complex functionality and changing operation requirements.
高性能计算(HPC-I)有效载荷是一种创新的计算设备,设计用于部署在澳大利亚科学任务卫星联邦卫星上。hpc - 1将验证和评估在空间环境中使用可重构现场可编程门阵列(FPGA)技术的实用性。可重构FPGA技术在卫星上的部署是一个非常有前途的解决方案,用于在具有挑战性的空间环境中进行数字信号处理,提供巨大的灵活性以适应不断变化的操作要求,同时实现非常高的性能。这种结合的灵活性和性能在传统的信号处理架构中是找不到的。本文介绍了两种常用的数字信号滤波算法——4分路低通FIR滤波器和32分路移动平均滤波器在HPC-I上的设计与实现。在更复杂的功能和不断变化的操作需求的背景下,讨论了系统的灵活性和适应性。
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引用次数: 2
Relationship between sampling rate and quantization noise 采样率与量化噪声的关系
P. Pérez-Alcázar, Andrés Santos
Few works have been done about the dependency of the quantization noise with the sampling rate for uniform quantizers. Some of these works have considered the problem from a deterministic point of view while others study it from a stochastic one, having explained the noise behavior in some specific cases. By using computer simulations with a sinusoidal input signal, we show that the quantization noise spectrum can show a discrete or complex structure depending on the sampling rate used. The results confirm that an integer ratio between the sampling rate (f/sub r/) and the frequency of the input signal (f/sub s/) produces quantization noise with the components in odd harmonics of the signal frequency. If there is not an integer ratio between f/sub r/ and f/sub s/, then the quantization noise can present a stochastic structure for some rational ratios. An additional result is that the phase of the input signal can also modify the magnitude of the spectral components of the quantization noise. These results show that the quantization noise is clearly dependent on the input signal and the sampling rate.
对于均匀量化器,关于量化噪声与采样率的关系的研究很少。其中一些作品从确定性的角度来考虑这个问题,而另一些则从随机的角度来研究这个问题,解释了一些特定情况下的噪声行为。通过使用正弦输入信号的计算机模拟,我们表明量化噪声谱可以显示离散或复杂的结构,这取决于所使用的采样率。结果证实,采样率(f/sub r/)与输入信号频率(f/sub s/)之间的整数比会产生量化噪声,其分量为信号频率的奇次谐波。如果f/sub r/和f/sub s/之间不存在整数比,则量化噪声可以在某些合理比下呈现随机结构。另一个结果是,输入信号的相位也可以修改量化噪声的频谱分量的大小。结果表明,量化噪声明显依赖于输入信号和采样率。
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引用次数: 14
A causal optimal filter of the second order 二阶因果最优滤波器
A. Torokhti, P. Howlett, C. Pearce
We provide a non-linear optimal physically realizable filter which guarantees a smaller associated error than those of the known linear optimal filters proposed by H.W. Bode and C.E. Shannon (see Proc. IRE, vol.38, p.417-25, 1950) and M.V. Ruzhansky and V.N. Fomin (see Bulletin of St. Petersburg University, Mathematics, vol.28, p.50-5, 1995). The technique presented has potential applications to numerous areas in signal processing including, for example, filtering, blind channel equalization, feature selection and classification in pattern recognition, target detection, etc. The technique is based on the best approximation of a stochastic signal by a specific non-linear operator acting on the noisy observed data.
我们提供了一个非线性最优物理可实现的滤波器,它保证比H.W. Bode和C.E. Shannon(见Proc. IRE, vol.38, p.417- 25,1950)和M.V. Ruzhansky和V.N. Fomin(见圣彼得堡大学公报,数学,vol.28, p.50- 5,1995)提出的已知线性最优滤波器的相关误差更小。所提出的技术在信号处理的许多领域都有潜在的应用,例如滤波、盲信道均衡、模式识别中的特征选择和分类、目标检测等。该技术是基于一个特定的非线性算子作用于有噪声的观测数据对随机信号的最佳逼近。
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引用次数: 0
Implementation of multi-channel AAC encoder for high quality audio broadcasting 实现高质量音频广播的多通道AAC编码器
Dae-young Jang, Jeongil Seo, Taejin Lee, Jin-Woo Hong, Kyeongok Kang
In this paper, we describe the implementation of the multi-channel AAC encoder system for digital audio broadcasting. The encoder system is based on MPEG-2/4 advanced audio coding (AAC) and is capable of real-time encoding up to 5.1 channel audio. To give a flexible functionality, it consists of multiple DSPs, IEC61937 and TCP/IP interface and 6 channel audio input facilities. The reference AAC decoder was implemented for verification test of the encoder. The encoder system is also integrated with the AAC streaming system for interoperation test. Through these tests, the encoder system is verified to be a good solution for high quality audio broadcasting.
本文介绍了用于数字音频广播的多通道AAC编码器系统的实现。编码器系统基于MPEG-2/4高级音频编码(AAC),能够实时编码5.1声道音频。为了提供灵活的功能,它由多个dsp, IEC61937和TCP/IP接口以及6通道音频输入设施组成。实现了参考AAC解码器,对编码器进行了验证测试。编码器系统还与AAC流系统集成,进行互操作测试。通过这些测试,验证了该编码器系统是高质量音频广播的良好解决方案。
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引用次数: 0
期刊
2002 14th International Conference on Digital Signal Processing Proceedings. DSP 2002 (Cat. No.02TH8628)
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