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A new features-based fast algorithm for motion estimation: decimated integral projection (DIP) 一种新的基于特征的快速运动估计算法:抽取积分投影(DIP)
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647107
S. Cucchi, D. Grechi
Block motion estimation using exhaustive search is computationally intensive. Most of the proposed strategies reduce the algorithm complexity by limiting the number of locations searched or by pixel and motion-field sub-sampling. This is done at the expense of the accuracy of the estimation and without a substantial reduction of the computational cost. A new algorithm based on the features representation of the luminance and chrominance pixels values using integral projection is proposed. The used search strategy has the same performance of the classical exhaustive search with a computation reduction of a factor of 30. In the presented implementation a six-step fast search procedure select a small set of blocks on which exhaustive search is applied to compute the final motion vector. The presented algorithm takes advantage of a statistical partitioning of the search set, in order to progressively reduce the number of matching. A direct comparison in terms of the performance/complexity is reported with respect to other proposed solutions.
使用穷举搜索的块运动估计计算量很大。大多数提出的策略通过限制搜索位置的数量或通过像素和运动场子采样来降低算法的复杂度。这样做是以牺牲估计的准确性为代价的,并且没有实质性地减少计算成本。提出了一种基于亮度和色度像素值的积分投影特征表示算法。所使用的搜索策略具有与经典穷举搜索相同的性能,计算量减少了30倍。在本实现中,六步快速搜索程序选择一小组块,对其进行穷举搜索以计算最终的运动矢量。该算法利用对搜索集的统计划分来逐步减少匹配的次数。在性能/复杂性方面,报告了与其他建议的解决方案的直接比较。
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引用次数: 4
A fast wavelet image coder based on contextual coefficient coding 基于上下文系数编码的快速小波图像编码器
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647144
K. Nguyen-Phi, H. Weinrichter
We present a new image compression coder based on the discrete wavelet transform (DWT). We propose a new method to code the quantized wavelet coefficients. This way of coding exploits both the sparseness and the self-similarity amongst the subbands. By using contextual coding and a binary arithmetic coder, the statistics of the coefficients is automatically captured. The system is completely adaptive. It is also simple, fast and of low complexity. The proposed system is shown to have good performance, competitive with other more complicated methods. On Lena 512/spl times/512, a compression ratio (CR) of 103 can be attained with peak signal over noise ratio (PSNR) of 28.9 dB.
提出一种基于离散小波变换(DWT)的图像压缩编码器。提出了一种新的量化小波系数编码方法。这种编码方式利用了子带之间的稀疏性和自相似性。通过使用上下文编码和二进制算术编码器,自动捕获系数的统计信息。该系统是完全自适应的。它也简单、快速、低复杂性。该系统具有良好的性能,与其他更复杂的方法相比具有竞争力。在Lena 512/spl倍/512上,压缩比(CR)为103,峰值信噪比(PSNR)为28.9 dB。
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引用次数: 1
Self-detectable serial test vector for short circuit fault detection 用于短路故障检测的自检测串行测试向量
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652185
Kyongho Han, H. Nam
The design of the maximum number of serial test vectors is proposed for the detection of the short circuit faults of the interconnect wires. The interconnect wires of the circuit board is reconfigured and mapped into several net groups, which are electrically independent from each other. The short circuit faults between the independent net groups generate the responses which is the result of wired-OR or wired-AND operation of the applied test vector sets to the net groups. The test vector is self-detectable if the responses from the faulty net group are different from any set of the applied test vector sets and the short circuit faults are detected by observing the response of the circuit. For the self-detectable vector sets, the previous methods showed the reduced the number of the test vector set. We proposed the maximum number of self-detectable test vector sets and compared with the previous test vector sets.
针对互连线短路故障的检测,提出了串行测试向量最大个数的设计方法。电路板的互连线被重新配置并映射成几个网组,这些网组在电上彼此独立。独立网组之间的短路故障产生的响应是所应用的测试向量集对网组进行“或”或“与”操作的结果。如果故障网络组的响应不同于任何一组应用的测试向量集,则测试向量是自检测的,并且通过观察电路的响应来检测短路故障。对于自检测的向量集,前面的方法减少了测试向量集的数量。我们提出了自检测测试向量集的最大数目,并与以往的测试向量集进行了比较。
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引用次数: 0
Optimization of array geometry for identifiable high resolution parameter estimation in sensor array signal processing 传感器阵列信号处理中可识别高分辨率参数估计的阵列几何优化
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652267
C.W. Ang, C. See, A. Kot
This paper is concerned with the optimization of array geometry using genetic algorithms as the optimization tool. Recent advances in array processing have been focused on developing high resolution algorithms for estimating signal parameters. The problem of optimal design of the array geometry has been neglected and therefore addressed in this paper. An optimal array geometry will correspond to one with the lowest Cramer-Rao bound (CRB) and which gives rise to minimal ambiguities at low SNR. An approach using genetic algorithms (GA) to minimise the CRB, subjected to the ambiguity constraint is proposed and implemented. By utilizing the parallel search capability of the GA, this approach constitutes an efficient design tool for the design of an array of any size and configuration. An alternative using simulated annealing is also proposed. Both approaches are shown to produce optimum array geometries that are superior to the conventional circular array in terms of accuracy and identifiability.
本文研究了以遗传算法为优化工具的阵列几何优化问题。阵列处理的最新进展集中在开发用于估计信号参数的高分辨率算法上。阵列几何结构的优化设计问题一直被忽略,因此本文对其进行了讨论。一个最佳的阵列几何形状将对应于一个最低的Cramer-Rao边界(CRB),并在低信噪比下产生最小的模糊性。提出并实现了一种利用遗传算法在模糊约束下最小化CRB的方法。通过利用遗传算法的并行搜索能力,该方法构成了一种有效的设计工具,可用于设计任何大小和配置的阵列。还提出了一种替代的模拟退火方法。这两种方法都显示出在精度和可识别性方面优于传统圆形阵列的最佳阵列几何形状。
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引用次数: 18
Using location and environment awareness in mobile communications 在移动通信中使用位置和环境意识
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.653155
H. Beadle, Gerald Q. Maguire, Mark T. Smith
We are investigating the use of badge based wearable computers to create highly mobile location and environment aware systems. When coupled to intelligent servers the badges provide an unparalleled platform for human centred information environments. This paper describes the architecture of the badge, its distributed computing environment, and presents initial results of application development trials conducted by a class of telecommunications students at KTH.
我们正在研究使用基于徽章的可穿戴计算机来创建高度移动的位置和环境感知系统。当与智能服务器相结合时,徽章为以人为中心的信息环境提供了无与伦比的平台。本文介绍了该徽章的架构及其分布式计算环境,并介绍了由香港理工大学一班电讯学生进行的应用开发试验的初步结果。
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引用次数: 25
ARMVLS-atomic reaction model visual language system-a new way of animating algorithms armvls -原子反应模型视觉语言系统——一种新的动画化算法
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652117
K. Warendorf, W. J. Hsu, P. Y. Seah
Visual language (VL) is a programming language without textual codes and algorithm animation (AA) is about visualizing a computer algorithm. Visual programming (VP) and AA are traditionally separate factions in software visualization (SV). With the atomic reaction model (ARM) project we have bridged these two major branches in SV. Due to the advancements in graphics technology, many developers have come up with graphical applications that claim to be VLs. We see in this diversity of VP systems two main categories of VLs. They are the application specific and the general programming (GP). GPVLs are be developed with the eventual aim of substituting textual programming. Currently, there are two main approaches: graphical rewrite systems and dataflow VLs. AA systems have up to this point of time used the approach pioneered by the BALSA AA system to animate algorithms. Opsis, a Java applet for teaching binary tree algorithms, has shown that the visual approach to AA is more effective as a learning tool. Therefore in this project, we create a VP system that can animate most of the algorithms traditionally done by textual coding. The ARM offered an alternative to the textual codes used in BALSA systems. We have also proven that a VL is capable of solving complex problems without sacrificing its visual clarity and showed that graphical rewrite systems are not necessarily simplistic and without much flow control as compared to dataflow VLs. We have even laid down the frameworks of a heterogeneous VL. Our research has successfully opened the door to true GPVLs.
可视化语言(VL)是一种没有文本代码的编程语言,而算法动画(AA)则是将计算机算法可视化。可视化编程(VP)和软件可视化(AA)传统上是软件可视化(SV)中两个独立的派别。通过原子反应模型(ARM)项目,我们在SV中连接了这两个主要分支。由于图形技术的进步,许多开发人员提出了声称是vl的图形应用程序。在VP系统的多样性中,我们可以看到vl的两个主要类别。它们是特定于应用程序和通用编程(GP)。开发gpvl的最终目的是取代文本编程。目前,有两种主要的方法:图形重写系统和数据流vl。到目前为止,AA系统已经使用了由BALSA AA系统开创的方法来动画算法。Opsis是一个用于教授二叉树算法的Java applet,它已经证明了AA的可视化方法作为学习工具是更有效的。因此,在这个项目中,我们创建了一个VP系统,它可以使大多数传统上由文本编码完成的算法动画化。ARM提供了一种替代BALSA系统中使用的文本代码的方法。我们还证明了VL能够在不牺牲其视觉清晰度的情况下解决复杂问题,并表明与数据流VL相比,图形重写系统不一定过于简单,也没有太多的流控制。我们甚至已经奠定了异构VL的框架。我们的研究成功地为真正的gvls打开了大门。
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引用次数: 0
Estimation of the hysteresis value for handover decision algorithms using Bayes criterion 用贝叶斯准则估计切换决策算法的滞后值
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652300
B. Senadji, B. Boashash
In mobile radio communications, inter-cell handover is the process whereby a call in progress is maintained while the mobile unit passes through different cells. Current handover decision algorithms compare the difference between the received signal strengths from different base-stations to a hysteresis value. The proposed paper is a contribution towards an optimal estimation of the hysteresis value using Bayes criterion. An expression of the threshold value h is derived in terms of the standard deviation a of the log-normal shadowing affecting the received signals and the ratio /spl eta/ between the a priori probability of handover and probability of no handover. The performance of the handover decision algorithm is evaluated in terms of the probability of false alarm, or probability of unnecessary handover, and probability of detection, or probability of successful handover.
在移动无线电通信中,小区间切换是在移动单元通过不同小区时保持正在进行的呼叫的过程。目前的切换决策算法是将不同基站接收到的信号强度之差与一个迟滞值进行比较。本文对利用贝叶斯准则对迟滞值进行最优估计作出了贡献。根据影响接收信号的对数正态阴影的标准差a和先验切换概率与无切换概率之间的比值/spl eta/,推导出阈值h的表达式。切换决策算法的性能由虚警概率(即不必要切换的概率)和检测概率(即切换成功的概率)来评价。
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引用次数: 8
CD-HMM algorithm performance for speaker identification on an Italian database CD-HMM算法在意大利语数据库上的说话人识别性能
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652131
C. Caini, P. Salmi, A. V. Coralli
The focus of this work is on the performance analysis of a text dependent closed set speaker identification system for the Italian language. Two identification algorithms, based on LPC and LPC-cepstral feature extractors followed by a continuous density hidden Markov model (CD-HMM) classifier, have been implemented and tested on the Italian database SIVA the MUSER. The database consists of 360 phone calls made by 20 different male speakers from different Italian regions. The false identification probability for the two algorithms has been evaluated for different training sets, different spoken words and a variable number of states of the CD-HMM classifier. Results show that, in any of the considered conditions, the LPC-cepstral based system performs better than the LPC based one and that, in the best working condition, the false identification probability turns out to be of the order of 1.5 per cent.
这项工作的重点是对意大利语文本依赖的闭集说话人识别系统的性能分析。基于LPC和LPC-倒谱特征提取器和连续密度隐马尔可夫模型(CD-HMM)分类器的两种识别算法在意大利数据库SIVA the MUSER上实现并进行了测试。该数据库包括来自意大利不同地区的20位不同男性的360次通话记录。在CD-HMM分类器的不同训练集、不同口语单词和不同状态数下,对两种算法的误识别概率进行了评估。结果表明,在任何考虑的条件下,基于LPC-倒谱的系统都比基于LPC的系统性能更好,并且在最佳工作条件下,错误识别概率为1.5%左右。
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引用次数: 3
A study of fast block matching algorithms for H.263 H.263的快速块匹配算法研究
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.647108
A. Padmanabhan, ShaoHua Tan, K. Goh
Fast block matching algorithms (BMA) have been simulated and tested for the H.263 codec as an alternative to the more computationally expensive full search algorithm (FSA). Comparison of FSA against three step search (TSS), modified motion estimation algorithm (MMEA), and independent orthogonal search (IOSA), have been done when coding with or without the four options of H.263 and results show that these methods offer a good compromise between bit-rate and encoding speed for very low bit-rate (VLB) video coding. A new method utilizing the temporal correlation of motion vectors (MV) has also been developed and simulated. The new method is promising, and its performance is better than nondependent algorithms by subjective assessment.
快速块匹配算法(BMA)已经在H.263编解码器中进行了模拟和测试,作为计算成本更高的全搜索算法(FSA)的替代方案。在使用或不使用H.263四种编码选项时,将FSA与三步搜索(TSS)、改进运动估计算法(MMEA)和独立正交搜索(IOSA)进行了比较,结果表明,这些方法在极低比特率(VLB)视频编码中提供了很好的比特率和编码速度之间的折衷。本文还提出了一种利用运动矢量(MV)时间相关性的新方法,并进行了仿真。该方法具有较好的应用前景,主观评价结果表明其性能优于非相关算法。
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引用次数: 0
An efficient method for page segmentation 一种有效的页面分割方法
Pub Date : 1997-09-09 DOI: 10.1109/ICICS.1997.652121
Xingyuan Li, W. Oh, S. Ji, K. Moon, Hyeon-Jin Kim
Page segmentation is necessary for optical character recognition (OCR) and also very useful for many other document image manipulations. We describe a bottom-up method for page segmentation. Connected components are extracted and clustered into a tree description according to their spatial relations. Then, a new iterative split and merge process is performed to refine the text blocks. We also propose new criterion for clustering the connected components and some new techniques to deal with noise and reduce the computation time. The experiment shows the method's efficiency.
页面分割对于光学字符识别(OCR)是必要的,对于许多其他文档图像处理也是非常有用的。我们描述了一种自底向上的页面分割方法。根据连通分量的空间关系提取并聚类成树状描述。然后,执行一个新的迭代分割和合并过程来细化文本块。我们还提出了新的连接分量聚类准则和一些处理噪声和减少计算时间的新技术。实验证明了该方法的有效性。
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引用次数: 6
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信息通信技术
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