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2009 2nd International Congress on Image and Signal Processing最新文献

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MPAL Cross-Dipole Array Acoustic Logging Data Processing MPAL交叉偶极子阵列声波测井数据处理
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5304322
X. Che, W. Qiao, Ruijia Wang
Formation anisotropy evaluation is very important for complex reservoir in petroleum exploration. Cross-dipole array acoustic well logging technology breaks the restriction that shear waves could not be measured in soft formations. The cross-dipole acoustic data can be used to study the formation anisotropy. This paper presents an example of cross-dipole application of Multi- Pole Acoustic Logging (MPAL) tool made in China. The four- component cross-dipole data is processed and analyzed. The output slowness of fast shear waves and slow shear waves, anisotropy, azimuth of fast shear waves and slow shear waves are used to evaluate the azimuthal anisotropy around borehole.
地层各向异性评价是复杂油气藏勘探中的重要内容。交叉偶极子阵列声波测井技术打破了在松软地层中无法测量横波的限制。交叉偶极子声波资料可用于研究地层各向异性。本文介绍了国产多极声波测井(MPAL)工具的交叉偶极应用实例。对四分量交叉偶极子数据进行了处理和分析。利用快横波和慢横波的输出慢度、各向异性、快横波和慢横波的方位角来评价井周方位各向异性。
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引用次数: 4
Application of Digital Holography in Displacement Measurement 数字全息技术在位移测量中的应用
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5302894
Ye Sun
Charge-coupled device (CCD) and electrical addressable liquid crystal display (EALCD), as a kind of holography recording and reconstruction device, has taken their parts into holographic interferometry gradually. It adds new content and method to the development and application of holography. On the basis of theory analysis and practical experiment, a new method that combined double-exposure holographic interferometry with digital image processing, and combined CCD with EALCD is used in micro-displacement measurement. In my paper, I have studied the application condition of CCD/EALCD in digital holographic interferometry and have tried to do some digital image processing onto the hologram. Concerning off-axis holographic recording system, I have analyzed the fundamentals and conditions of CCD recording and the EALCD reconstruction. Simultaneously, I have also tried to process the holograms with digital image processing technique, and achieved better reconstruction results. Finally, I got the interference fringes successfully and calculated micro-displacement of object by the interference fringes.
电荷耦合器件(CCD)和电可寻址液晶显示器(EALCD)作为一种全息记录和再现装置,已逐渐被纳入全息干涉测量中。它为全息术的发展和应用增添了新的内容和方法。在理论分析和实际实验的基础上,提出了双曝光全息干涉与数字图像处理相结合、CCD与EALCD相结合的微位移测量新方法。在本文中,我研究了CCD/EALCD在数字全息干涉测量中的应用条件,并尝试对全息图进行一些数字图像处理。对于离轴全息记录系统,分析了CCD记录和EALCD重构的基本原理和条件。同时,我也尝试了用数字图像处理技术对全息图进行处理,获得了较好的重建效果。最后,成功地得到了干涉条纹,并利用干涉条纹计算了物体的微位移。
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引用次数: 3
A Fast View-Temporal Prediction Algorithm for Stereoscopic Video Coding 一种用于立体视频编码的快速视时预测算法
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5303952
Z. Deng, Ke-bin Jia, Yui-Lam Chan, C. Fu, W. Siu
Based on the temporal and interview redundancy of stereoscopic video coding, a fast motion and disparity estimation algorithm is proposed in this paper. Firstly, a credible start point is designed taking use of the view-temporal correlation of neighboring motion and disparity vectors. Secondly, an improved searching strategy is proposed to reduce the computational complexity, in which only 2-pixel refinement is needed around the start point. The proposed algorithm can get both motion vector and disparity vector during one estimation process. The experimental results demonstrate that the proposed algorithm can reduce up to 96% coding time compared with inter-view full search with a negligible quality drop. Keywords-stereoscopic video coding; disparity estimation; viewtemporal correlation; interview redundancy
基于立体视频编码的时间冗余和访谈冗余,提出了一种快速运动和视差估计算法。首先,利用相邻运动矢量和视差矢量的视时相关性设计可信的起始点;其次,提出了一种改进的搜索策略来降低计算复杂度,该策略只需要在起始点周围进行2像素的细化。该算法可以在一次估计过程中同时得到运动矢量和视差矢量。实验结果表明,与视点间全搜索相比,该算法可减少96%的编码时间,而编码质量下降可以忽略不计。关键词:立体视频编码;差距评估;viewtemporal相关性;采访中冗余
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引用次数: 5
Fingerprints Matching Based on Quadrangle 基于四边形的指纹匹配
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5302085
Honglei Wei, Danni Liu, Changyou Guo
A novel fingerprint matching algorithm based on quadrangles has been developed. To begin with, we extracted ridge lines from fingerprints, and three phases were performed to match the ridge lines between two fingerprints. In the first phase, an inaccurate set of matched line pairs were built by matching the local quadrangle set (LQS). In the second phase, the fake pairs were removed from the set by evaluating the correlation among the pairs. A decision for the two fingerprints coming from the same finger or not could be made based on the shrunken set in case there were enough pairs in the set, otherwise the set was extended by adding the possible matched pairs that failed matching in the first phase so that a more reliable decision could be made. Experiments using the FVC2002 (Fingerprint verification competition 2000) databases show that the proposed algorithm is effective.
提出了一种基于四边形的指纹匹配算法。首先从指纹中提取脊线,并进行三个阶段的指纹脊线匹配。在第一阶段,通过匹配局部四边形集(LQS)来建立不准确的匹配线对集;在第二阶段,通过评估对之间的相关性,从集合中删除假对。如果集合中有足够多的指纹对,则可以根据缩小的集合来判断两个指纹是否来自同一手指,否则通过增加在第一阶段匹配失败的可能匹配对来扩展集合,从而做出更可靠的决策。在FVC2002 (Fingerprint verification competition 2000)数据库上进行的实验表明,该算法是有效的。
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引用次数: 3
A Medical Image Denoising Arithmetic Based on Wiener Filter Parallel Model of Wavelet Transform 基于维纳滤波并行小波变换模型的医学图像去噪算法
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5304080
Lei Wang, Yun-Kang Zou, Hong-Jun Zhang
For the noise, blurry Edge, bad contrast of the medical CT image, a medical CT Image enhancing algorithm is presented based on Wiener filter of wavelet multi-scale transform in this article. Wavelet multi-scale analysis is used to decompose the image signal to different direction sub-image. It studies the different direction sub-pictorial information under the corresponding criterion by wavelet's auto-adapted Wiener filter, and enhances the image by parallel form. Through the estimation of the model parameter, combining wavelet's auto-adapted Wiener filter to denoise its corresponding coefficient of scale and its coefficient of wavelet, the enhanced image is obtained by wavelet reconstructing. The experimental result was shown that the proposed parallel scope model algorithm can retain the key image characters while removing the noise, and achieve a good enhancement of CT image.
针对医学CT图像中存在的噪声、边缘模糊、对比度差等问题,提出了一种基于小波多尺度变换维纳滤波的医学CT图像增强算法。采用小波多尺度分析将图像信号分解为不同方向的子图像。利用小波自适应维纳滤波器研究相应准则下不同方向的子图像信息,并采用并行形式对图像进行增强。通过对模型参数的估计,结合小波自适应维纳滤波器对其相应的尺度系数和小波系数进行去噪,得到小波重构后的增强图像。实验结果表明,所提出的并行范围模型算法能够在去除噪声的同时保留图像的关键特征,达到了较好的CT图像增强效果。
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引用次数: 6
Design of Wetland-Ecological Corridor Using Multi-Scale Remote Sensing Image Segmentation Method 基于多尺度遥感图像分割方法的湿地生态廊道设计
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5305734
B. Kong, W. Deng, H. Tao, Hua Yu
Differential evolution (DE), a population-based multi-objective evolutionary algorithm, steers optimization search through swarm intelligence produced by co-operation and competition among individuals within the swarm. With its unique memory ability, DE can track the dynamics of the current search, adjust its search strategy accordingly, and achieve good global convergence and robustness without resorting to any information characteristic of the problem in question. DE proves exceptionally useful in solving complex optimization problems which cannot be solved by conventional mathematical programming methods. This paper applies DE to the multi-objective optimal allocation of water resources, treats the optimal allocation of water resources as a simulated biological evolution process, and conducts an optimal computation in a case study, which shows that the result of DE is both reasonable and efficient.
差分进化(DE)是一种基于群体的多目标进化算法,它通过群体中个体之间的合作和竞争产生的群体智能来指导优化搜索。DE算法具有独特的记忆能力,可以跟踪当前搜索的动态,并相应地调整搜索策略,在不依赖于问题的任何信息特征的情况下,达到良好的全局收敛性和鲁棒性。在解决传统数学规划方法无法解决的复杂优化问题时,DE被证明是非常有用的。本文将DE应用于水资源的多目标优化配置,将水资源的优化配置作为一个模拟的生物进化过程,并通过实例进行优化计算,结果表明DE的结果既合理又高效。
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引用次数: 1
A Fast License Plate Segmentation and Recognition Method Based on the Modified Template Matching 基于改进模板匹配的快速车牌分割与识别方法
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5302020
Jin Quan, S. Quan, Ying Shi, Z. Xue
Character segmentation is an important step in a LPR system, this paper presents a new method for character segmentation and recognition, correcting the image of license plate which uses the improved method of Hough Transform, then employs the normalization method to segment the characters of the license plate and finally utilizes a modified template matching method to recognize the characters of the license plate. The result of the experiment shows that the method presented in the paper is easy and feasible, faster in recognizable speed, performs well in segmentation, and is valuable in practical application. Keywords-License plate recognition; Projection; Templates matching; Character segmentation
字符分割是车牌识别系统的重要步骤,本文提出了一种新的字符分割和识别方法,利用改进的霍夫变换方法对车牌图像进行校正,然后采用归一化方法对车牌字符进行分割,最后采用改进的模板匹配方法对车牌字符进行识别。实验结果表明,本文提出的方法简单可行,识别速度快,分割效果好,具有实际应用价值。关键词:车牌识别;投影;模板匹配;字符分割
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引用次数: 10
A New Method for the Discerning of Point Moving Targets' Tracks 一种新的点运动目标轨迹识别方法
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5303584
Hong Zheng, Qiangqiang Sui, W. Wasfy, Lei Chen
This paper is aimed to propose a new method for the discerning of point moving targets' tracks to improve the current search strategies, which can not make full use of the entire trace information based on the domain of current point target location. By using the PRI search of least-square trace prediction, we establish a trace-fitting model based on probability and statistics. By setting the predicted position as the highest priority, the predication of movement direction as the criterion of prioritization, our method not only increases the search efficiency, but also reduces the drop alarm ratio. Then, we discuss the problem of the trace-fitting length limitation caused by the allowable continuous losing frames in the process of trace prediction. Through establishing the corresponding model, we improve the accuracy of the trace prediction, and obtain an optimal solution of the target trace-fitting number of frames.
本文旨在提出一种新的点运动目标轨迹识别方法,以改进现有的基于当前点目标位置域的搜索策略不能充分利用整个轨迹信息。利用最小二乘轨迹预测的PRI搜索,建立了基于概率统计的轨迹拟合模型。该方法以预测位置为最高优先级,以预测运动方向为优先级标准,不仅提高了搜索效率,而且降低了跌落报警率。然后,讨论了在航迹预测过程中由于允许连续丢帧而导致的航迹拟合长度限制问题。通过建立相应的模型,提高了航迹预测的精度,得到了目标航迹拟合帧数的最优解。
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引用次数: 0
Remembering Key Features of Visual Images Based on Spike Timing Dependent Plasticity of Spiking Neurons 基于脉冲神经元时变可塑性的视觉图像关键特征记忆
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5303978
Qingxiang Wu, R. Cai, T. McGinnity, L. Maguire, J. Harkin
The brain has the powerful capability of remembering key features of images. Based on the principle of spike timing dependent plasticity of spiking neurons and the ON/OFF pathways in the visual system, a spiking neural network is proposed to remember key features of visual images. The simulation results show that the network is capable of remembering key features according to a learning rule based on spike timing dependent plasticity. The principle of the network can be used to explain how a spiking neuron-based system can store the key features of visual images. Furthermore, the network can be applied to spiking neuron based artificial intelligent systems to support the processing visual images.
大脑具有强大的记忆图像关键特征的能力。基于脉冲神经元与脉冲时间相关的可塑性原理和视觉系统中的on /OFF通路,提出了一种用于记忆视觉图像关键特征的脉冲神经网络。仿真结果表明,该网络能够根据基于脉冲时间依赖可塑性的学习规则记忆关键特征。网络的原理可以用来解释一个基于尖峰神经元的系统如何存储视觉图像的关键特征。此外,该网络还可以应用于基于峰值神经元的人工智能系统,以支持对视觉图像的处理。
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引用次数: 4
A Novel Tracking Method Based on Optimized Selection 一种新的基于优化选择的跟踪方法
Pub Date : 2009-10-30 DOI: 10.1109/CISP.2009.5301086
Zhiquan Feng, Bo Yang, Yi Li, Yan Jiang, Tao Xu
D hand gesture tracking is one of the key problems in human-computer interface design and has attracted increasing attention as an alternative way to traditional input devices, such as mouses and keyboards. Generally speaking, a human hand, as a typical articulated structure, has 15 joints and high dimensionality with 26DOFs, which makes it very difficult for real time tracking. A novel approach is presented in this paper. Firstly, a basic concept, sigma point, is defined, and the way to acquire the Sigma points of a state variable is presented and further proved in detail. Then, the global human hand tracking algorithm is put forward, which combine Sigma points and optimized selection based upon particle weights. In order to improve robustness to changing light conditions, a new skin model is proposed which is based on skin luminance. At last, our experimental results demonstrate that, compared with the classical particle filtering, our method has the capacity to use smaller number of particles for higher precision. Keywords-Human hand tracking; particle filtering; high dimensionality
三维手势跟踪是人机界面设计中的关键问题之一,作为传统输入设备(如鼠标和键盘)的一种替代方式而受到越来越多的关注。一般来说,人的手作为典型的关节结构,有15个关节,并且具有26dof的高维数,这使得实时跟踪非常困难。本文提出了一种新的方法。首先,定义了一个基本概念——σ点,给出了状态变量σ点的获取方法,并进行了详细证明。然后,提出了将Sigma点与基于粒子权值的优化选择相结合的全局手部跟踪算法。为了提高对光照条件变化的鲁棒性,提出了一种基于皮肤亮度的皮肤模型。实验结果表明,与经典的粒子滤波方法相比,该方法可以使用更少的粒子来获得更高的精度。关键词:人手跟踪;粒子滤波;高维度
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引用次数: 3
期刊
2009 2nd International Congress on Image and Signal Processing
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