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Multifractal measures of image quality 图像质量的多重分形度量
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652073
A. Langi, K. Soemintapura, T. Mengko, W. Kinsner
This paper proposes image quality measures based on multifractality preservation. Image quality measures play critical roles in designing and evaluating image processing schemes and performance, especially in which the resulting images deviate from the original ones. Examples of such schemes include image denoising and lossy compression. Traditional quality or distortion measures have been based on mean square error (MSE) measure or its derivatives, e.g., signal to noise ratio (SNR) or peak SNR (PSNR). Although such measures often lead to optimal schemes (with respect to MSE or PSNR), they are known to remove image parts that has noise-like appearances. Furthermore, they treat image singularities such as sharp edges or high textures (that are more important visually and diagnostically) and other image parts (that are less important) uniformly. In contrast, multifractal measures proposed in this paper characterize image singularities. This means the measures pay attention more on important image features, such as sharp edges and high textures. Furthermore, it can distinguish noise from noise-like signals through their differences in their types of singularities. As a result, the measure can be used to assess image quality of sensitive images resulting from processing schemes. The paper shows various ways of defining the measure that reveals multifractality of different aspects of images. It reports the use of the multifractal measure to compare a joint photographic expert group (JPEG) scheme and a variant of differential pulse code modulation (DPCM) coding showing that the DPCM scheme is superior in multifractal preservation for comparable compression ratios. As a result, the DPCM coding has been selected for a database of aerial ortho images.
提出了一种基于多重分形保持的图像质量度量方法。图像质量度量在设计和评估图像处理方案和性能方面起着至关重要的作用,特别是在得到的图像与原始图像偏离的情况下。这类方案的例子包括图像去噪和有损压缩。传统的质量或失真测量是基于均方误差(MSE)测量或其衍生物,例如信噪比(SNR)或峰值信噪比(PSNR)。虽然这些措施通常会导致最佳方案(相对于MSE或PSNR),但众所周知,它们会去除具有噪声外观的图像部分。此外,他们统一地处理图像奇点,如锐利的边缘或高纹理(在视觉和诊断上更重要)和其他图像部分(不太重要)。相反,本文提出的多重分形测度描述了图像的奇异性。这意味着这些措施更加关注重要的图像特征,如锐利的边缘和高纹理。此外,它还可以通过奇异点类型的不同来区分噪声和类噪声信号。因此,该度量可用于评价处理方案产生的敏感图像的图像质量。本文给出了定义揭示图像不同方面多重分形的度量的各种方法。它报告了使用多重分形度量来比较联合摄影专家组(JPEG)方案和差分脉冲编码调制(DPCM)编码的变体,表明DPCM方案在可比较的压缩比下具有优越的多重分形保存。因此,DPCM编码已被选择用于航空正射影图像数据库。
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引用次数: 4
Trellis decoding of band efficient multilevel ring-BCM for fading channels 衰落信道中带高效多电平环- bcm的栅格译码
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647136
K. Mohamed-Pour, P. Farrell
The construction of the block coded modulation (BCM) over the modulo-q rings of integers are considered. Trellis construction for encoding and decoding of the codes with the Viterbi algorithm is introduced. The significant parameters for performance evaluation over fading channels are discussed, and the simulation results for some of the 1/2 rate of rings 4 and 8 are presented.
研究了整数模q环上的分组编码调制(BCM)的构造。介绍了利用Viterbi算法对编码进行编码和解码的网格结构。讨论了衰落信道下性能评价的重要参数,给出了环4和环8部分1/2速率的仿真结果。
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引用次数: 0
Time delay estimation using higher-order statistics: a set of new results 使用高阶统计量的时延估计:一组新结果
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652220
Yong Wu, A. R. Leyman
The problem of time delay estimation of Gaussian and non-Gaussian signals is considered. Different kinds of corrupting noises are studied and three new methods are proposed which are based on higher-order statistics of the received signals. Computer simulations show that the new methods outperform the generalized cross-section and bispectrum-based methods.
研究了高斯和非高斯信号的时延估计问题。研究了不同类型的干扰噪声,提出了三种基于接收信号高阶统计量的新方法。计算机仿真结果表明,该方法优于基于广义截面和双谱的方法。
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引用次数: 4
An automatic approach to object-oriented software testing and metrics for C++ inheritance hierarchies c++继承层次的面向对象软件测试和度量的自动方法
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652116
Chun-Chia Wang, Timothy K. Shih, Yule-Chyun Lin, W. Pai
In this paper, we propose a concept named unit repeated inheritance (URI) to realize object-oriented testing and object-oriented metrics. The approach describes an inheritance level technique (ILT) as a guide to detect the software errors of the inheritance hierarchy and measure the software complexity of the inheritance hierarchy. The measurement of inheritance metrics and some testing criteria are formed based on the proposed mechanism. Thus, we use Lex and Yacc to construct a windowing tool which is used in conjunction with a conventional C++ programming environment to assist a programmer to analyze, test, and measure his/her C++ programs.
本文提出了单元重复继承(URI)的概念来实现面向对象的测试和面向对象的度量。该方法描述了一种继承层次技术(ILT),作为检测继承层次的软件错误和度量继承层次的软件复杂性的指南。基于所提出的机制,形成了继承度量的度量和一些测试标准。因此,我们使用Lex和Yacc来构建一个窗口工具,该工具与传统的c++编程环境结合使用,以帮助程序员分析、测试和度量他/她的c++程序。
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引用次数: 9
The strategy of inter-processor communication in BDCS for network survivability 基于网络生存性的BDCS处理器间通信策略
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652227
H. Do, J. Yoon, Joobin Song
This paper proposes a new inter-processor communication (IPC) method that can reduce the processing time of network restoration such as self healing mesh (SHM) and presents the performance evaluation through the analysis and simulation of the proposed method. This IPC mechanism was adopted at the SDH-based broadband digital cross-connect system (BDCS). Results of simulations are presented. And its performance was proved at the implementation of the SHM function in the BDCS.
本文提出了一种新的处理器间通信(IPC)方法,可以减少网络恢复的处理时间,如自愈网(SHM),并通过对该方法的分析和仿真给出了性能评价。基于sdh的宽带数字交叉连接系统(BDCS)采用了这种IPC机制。给出了仿真结果。通过在BDCS中实现SHM功能,验证了该方法的性能。
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引用次数: 0
Applying genetic algorithm and simulated annealing to a combinatorial optimization problem 应用遗传算法和模拟退火算法求解组合优化问题
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652115
M. Chakraborty, Uday K. Chakraborty
This paper applies the genetic algorithm and simulated annealing to the problem of optimal link enhancement, which is an NP-complete combinatorial optimization problem in the topological expansion of computer communication networks. Experimental results show that simulated annealing outperforms the genetic algorithm on this problem.
本文将遗传算法和模拟退火方法应用于计算机通信网络拓扑展开中的一个np完全组合优化问题——最优链路增强问题。实验结果表明,模拟退火算法在该问题上优于遗传算法。
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引用次数: 12
Modified Haar transform calculation using digital circuit output probabilities 改进了用数字电路输出概率计算哈尔变换的方法
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647056
M. A. Thornton
A method for the computation of Haar spectral coefficients is described using the OBDD representation of a function. An algebraic relationship between the circuit output probabilities and the Haar spectral coefficients is derived and used. The circuit output probabilities are computed by applying graph algorithms to the OBDDs. A fundamental dependence between the spectral coefficients and n+1 simple Boolean equivalence relationships is noted.
用函数的OBDD表示描述了计算哈尔谱系数的一种方法。推导并应用了电路输出概率与哈尔谱系数之间的代数关系。通过对obdd应用图算法计算电路输出概率。注意到谱系数与n+1简单布尔等价关系之间的基本依赖关系。
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引用次数: 25
Block classification using t-statistics and L/sub /spl infin// distortion measure 使用t统计量和L/sub /spl in//失真测量进行块分类
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652122
S. Suthaharan
This paper presents a new method for block classification, at the decoding stage, in digital image and video coding. Linear filters have been used to reduce the blocking artifacts caused by the block-based transforms used in the digital video processing. However, the linear filters have been applied to every block on the image regardless of their degree of visibility. In this paper, a block classification algorithm is proposed to identify the blocks that are apparent and significantly contribute to the overall blocking artifacts so that these blocks can be filtered out to reduce the blockiness.
本文提出了一种在数字图像和视频编码解码阶段进行分组分类的新方法。线性滤波器用于减少数字视频处理中由基于块的变换引起的块伪影。然而,线性滤波器已经应用到图像上的每个块,而不管它们的可见性程度。本文提出了一种块分类算法,用于识别明显且对整体块伪影有重要贡献的块,从而过滤掉这些块以减少块性。
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引用次数: 0
A distortion measure for blocking artifacts in digital video 数字视频中阻塞伪影的失真测量方法
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652257
S. Suthaharan, H.R. Wu
A method is proposed to measure the blocking artifact which is a common problem in block-based coding mechanisms used in various digital image and video coding standards. In this method, the quantitative distortion measure, the generalized block-edge impairment metric (GBIM), is modified to accommodate the local statistical characteristics, based on directional inter-pixel differences between adjoining blocks, of a video image. This modified block-edge impairment metric (MGBIM) gives results which are consistent and highly correlated with subjective evaluations.
针对各种数字图像和视频编码标准中基于块的编码机制中存在的一个普遍问题,提出了一种测量块伪影的方法。在该方法中,基于视频图像相邻块之间的定向像素间差异,对定量失真度量,即广义块边缘损伤度量(GBIM)进行了改进,以适应局部统计特征。这种改进的块边缘损伤度量(MGBIM)给出的结果是一致的,并与主观评价高度相关。
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引用次数: 3
Implementation of 16/spl times/16 ATM switch fabric with pipelined architecture 实现16/spl次/16 ATM交换机结构与流水线架构
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652103
Jeong-Jin Lee, J. Oh, Young-Ho Park, Hyup-Jong Kim
We have developed 16/spl times/16 ACSF (ATM cell switch fabric) which can provide PTP (point to point) connection and PTMP (point to multipoint) connection services. It guarantees in-order cell sequencing, fairness and can accommodate sixteen 155.52 Mbps ports. For reliable and continuous services in the public network ACSF supports DSO (dual switch operation); two of the same ACSFs operate like one ATM switch hardware as an active and standby plane respectively. If the active plane detects any internal fault unexpectedly or is drawn out for maintenance, the standby plane takes over the switching task. Of course, a single switch mode is possible.
我们开发了16/spl倍/16 ACSF (ATM小区交换结构),可以提供PTP(点对点)连接和PTMP(点对多点)连接服务。它保证了有序的单元排序,公平性,并可以容纳16个155.52 Mbps端口。为了在公共网络中提供可靠和连续的服务,ACSF支持DSO(双交换机操作);两个相同的acsf像一个ATM交换机硬件一样,分别作为主备平面运行。当主用平面内部出现异常故障或被抽出维护时,备用平面将接替主用平面的交换任务。当然,单一切换模式是可能的。
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引用次数: 0
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