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2014 IEEE International Conference on Computational Intelligence and Computing Research最新文献

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Low complexity hardware implementation of quantization and CAVLC for H.264 encoder H.264编码器量化和CAVLC的低复杂度硬件实现
A. Joshi, V. Mishra, R. Patrikar
H.264 is the advance video coding standard for the compression and distribution of a video content. It has larger complexity in order to satisfy the demand of high quality video at low bit rate. Moreover, it requires the effective implementation of all its internal blocks. In the paper, we focuses on the implementation of two important blocks for H.264 encoder. We propose low complexity design of quantization and Context Adaptive Variable Length Coding (CAVLC). The quantization process is responsible for scaling down the value of transform coefficients. CAVLC is useful for a bit stream generation and it is adopted from the concept of modified Variable Length Coding (VLC) technique. The efficient architectures are designed for quantization and CAVLC blocks to have parallel and pipeline data processing. They are implemented on Virtex 4 XC4VLX40 FPGA family using VHDL. The synthesized results are obtained with Xilinx ISE 14.2 and resource, device utilization and timing analysis are reported. The results are compared with related work that shows the better real time performance of both blocks.
H.264是用于压缩和分发视频内容的先进视频编码标准。为了满足低比特率下高质量视频的需求,它具有较大的复杂度。此外,它需要有效地实现其所有内部块。本文重点介绍了H.264编码器中两个重要模块的实现。我们提出了低复杂度的量化设计和上下文自适应变长编码(CAVLC)。量化过程负责缩小变换系数的值。CAVLC是由修改变长编码(VLC)技术的概念发展而来的,用于比特流的生成。为量化和CAVLC块设计了高效的体系结构,以实现并行和流水线数据处理。它们是在Virtex 4 XC4VLX40 FPGA系列上使用VHDL实现的。在Xilinx ISE 14.2中获得了综合结果,并报道了资源、器件利用率和时序分析。结果与相关工作进行了比较,表明两种模块的实时性能都更好。
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引用次数: 2
Model checking the component-based protocol specification for proving the design correctness 对基于组件的协议规范进行模型检查,以证明设计的正确性
P. Kaliappan, H. Koenig
We developed a component-oriented modeling approach for the design of communication protocols and distributed systems. The approach aims at the reuse of components represented by means of Unified Modeling Language (Uml) diagrams. Designs based on compositions of components have to formally be proved for correctness. In this paper we propose a verification approach by combining trace equivalence and model checking to verify UML-based designs of communication protocols. Our method consists of two steps. Foremost, the internal and external component behaviors are verified independently regarding their formal correctness. Thereafter the correctness and consistency of compositions is verified. This is achieved by generating the component adaptation path as traces during the composition. The requirements, i.e., safety and liveness properties, are formulated using linear temporal logic formulae. We apply the Spin tool as our model checking mechanism. For this, we present a method for automatically transforming the designs into Promela. We evaluate our approach for an example data transfer protocol as a case study.
我们开发了一种面向组件的建模方法来设计通信协议和分布式系统。该方法旨在重用由统一建模语言(Uml)图表示的组件。基于组件组合的设计必须正式证明其正确性。在本文中,我们提出了一种结合跟踪等价和模型检查的验证方法来验证基于uml的通信协议设计。我们的方法包括两个步骤。最重要的是,内部和外部组件行为根据其形式正确性进行独立验证。从而验证了组合的正确性和一致性。这是通过在组合过程中生成组件自适应路径作为轨迹来实现的。需求,即安全性和活动性,是用线性时间逻辑公式表述的。我们使用Spin工具作为我们的模型检查机制。为此,我们提出了一种将设计自动转换为Promela的方法。我们以一个示例数据传输协议作为案例研究来评估我们的方法。
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引用次数: 0
Contrast-enhanced microscopic imaging of Malaria parasites 疟疾寄生虫的对比增强显微镜成像
J. Somasekar, B. E. Reddy
This paper proposes an efficient algorithm for contrast enhancement to preserve the essential details of microscopic images of malaria infected blood using Gamma Equalization (GE). The central idea of this method is first, to convert the input color blood image into gray scale one, and then to calculate the range value for the γth order image of a gray scale image. The look-up-table (LUT) values are calculated and the gray scale image pixel intensity values are converted into LUT values which yield final contrast-enhanced image by retaining the essential details. We tested different values of gamma (γ). The value of γ = 0.8 yields maximum contrast enhanced image, which is very useful for image analysis and a computer aided diagnostic system for malaria. On comparison, GE is found to be better than Histogram equalization (HE), Imadjust (IA) and Contrast-limited adaptive histogram equalization (CLAHE) for microscopic blood images of malaria by using image quality measures: Absolute mean Brightness error (AMBE), Entropy and average luminance.
本文提出了一种有效的对比度增强算法,以保留疟疾感染血液显微图像的基本细节。该方法的核心思想是首先将输入的彩色血液图像转换为灰度图像,然后计算灰度图像的γ阶图像的范围值。计算查找表(LUT)值,并将灰度图像像素强度值转换为保留基本细节的最终对比度增强图像的LUT值。我们测试了不同的γ (γ)值。γ = 0.8的值产生最大对比度增强图像,对图像分析和疟疾计算机辅助诊断系统非常有用。通过对图像质量度量:绝对平均亮度误差(AMBE)、熵和平均亮度进行比较,发现GE在疟疾显微血液图像上优于直方图均衡化(HE)、Imadjust (IA)和对比度有限的自适应直方图均衡化(CLAHE)。
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引用次数: 8
Robust edge detector using back propagation neural network with multi-thresholding 基于多阈值反传播神经网络的鲁棒边缘检测器
Hartaranjit Singh, Gurpreet Kaur, Nancy Gupta
Edge detection is one of the prominent preprocessing stages in many image processing applications like Image Segmentation, Machine vision, Image Analysis and Feature Extraction etc. In order to get optimally true edge response in these applications, a particular edge detection technique shall be vulnerable to errors even when the input image gets contaminated due to presence of high frequency noise or become hazy due to blurriness. In this paper, a robust edge detection technique based on Back-propagation Neural Network with Multi-Thresholding, applicable on both Gray scale and Colored images, is presented. It is demonstrated that the proposed technique performs qualitatively and quantitatively better than Sobel, Robert's, Prewitt's, Canny and Neural based (without Multi-Thresholding) Edge Detectors under both Noisy & Blurred input conditions.
边缘检测是图像分割、机器视觉、图像分析和特征提取等图像处理应用中重要的预处理步骤之一。为了在这些应用中获得最佳的真实边缘响应,特定的边缘检测技术即使在输入图像由于高频噪声的存在而受到污染或由于模糊而变得模糊时也容易出现错误。本文提出了一种基于多阈值反向传播神经网络的鲁棒边缘检测技术,适用于灰度图像和彩色图像。结果表明,在噪声和模糊输入条件下,所提出的技术在定性和定量上都优于Sobel, Robert, Prewitt, Canny和基于神经的(无多阈值)边缘检测器。
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引用次数: 3
Adaptive synchronization of two-scroll novel chaotic systems with a quartic nonlinearity 新型四次非线性双涡旋混沌系统的自适应同步
S. Vaidyanathan, K. Madhavan
Synchronization of different types, control and regulation of chaotic systems are important areas of research in the control literature and various methods have been adopted for these research problems. Also, the discovery of novel chaotic systems in various applications, their qualitative properties and the control of such systems are also important research areas in chaos theory. This paper proposes a novel 3-D chaotic system and details its qualitative properties such as Lyapunov exponents and Lyapunov dimension. Next, the main result of this paper, namely, an adaptive feedback controller has been constructed for the drive-response synchronization of novel systems for all initial states when the system parameters are unknown. Phase orbits of the new chaotic system have been demonstrated using numerical simulations with MATLAB. Adaptive feedback results for the drive-response synchronization of the systems have been also illustrated using numerical simulations with MATLAB.
不同类型的同步、混沌系统的控制和调节是控制文献中重要的研究领域,研究方法多种多样。此外,在各种应用中发现新的混沌系统、其定性性质和控制也是混沌理论的重要研究领域。本文提出了一种新的三维混沌系统,详细介绍了该系统的李雅普诺夫指数和李雅普诺夫维数等定性性质。其次,本文的主要成果是,在系统参数未知的情况下,为新型系统在所有初始状态下的驱动-响应同步构建了自适应反馈控制器。利用MATLAB软件对新混沌系统的相轨道进行了数值模拟。利用MATLAB进行了数值仿真,给出了系统驱动响应同步的自适应反馈结果。
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引用次数: 0
Design of cascode topology based CMOS power amplifier for wireless applications 基于级联码拓扑的无线CMOS功率放大器设计
G. Indumathi, S. Keerthana
An Radio Frequency (RF) Power Amplifier (PA) plays a key role in front end of RF Transmitter. It's role is to convert low power RF Signal into high Power signal so that it can drive the antenna of the transmitter. The PA exhibits certain desirable characteristics such as enormous output Power, reduced heat dissipation, nominal input and output return loss and eminent gain. It is necessary to cut down Power consumption of PA, since PA depletes majority of Power at the transmitter. A two stage cascode topology based 0.18μm Complementary Metal Oxide Semiconductor (CMOS) PA with driver and power stages has been designed using Agilent Advanced Design System (ADS 2009) simulation tool. Here PA needs dc power supply of 1.8V and designed to operate at 2.4 GHz. Current mirror biasing is used at both the stages. The circuit uses source degeneration for input matching and tank circuit for output matching. Interstage matching is provided by a capacitor.
射频功率放大器(PA)是射频发射机前端的关键器件。它的作用是将低功率射频信号转换成高功率信号,从而驱动发射机的天线。该放大器具有一些理想的特性,如巨大的输出功率,减少的散热,标称的输入输出回波损耗和显著的增益。有必要降低PA的功耗,因为PA消耗了发射机的大部分功率。利用Agilent Advanced Design System (ADS 2009)仿真工具,设计了一种基于0.18μm互补金属氧化物半导体(CMOS)的两级级联码拓扑,具有驱动级和功率级。这里PA需要1.8V的直流电源,设计工作在2.4 GHz。在这两个阶段都使用了电流反射镜偏置。该电路采用源退化进行输入匹配,罐电路进行输出匹配。级间匹配由电容器提供。
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引用次数: 3
Design of a low cost parallel pneumatic regenerative braking and acceleration assist for light motor vehicles 轻型机动车辆低成本并联气动再生制动与加速辅助系统的设计
S. V. Ragavan, M. Shanmugavel, C. H. Lim, Jin Zhen Lee
Land based vehicles, i.e. cars, make up the main mode of transport on Earth, emitting harmful greenhouse gases due to combustion of fossil fuels. By installing regenerative systems in vehicles, the fuel consumption of the internal combustion engine (ICE) is reduced by capturing the energy usually lost during braking and reusing it to help propel the vehicle. The work described in this paper explores the practicality of a pneumatic regenerative braking system (PRBS). A functional prototype was successfully designed and tested to obtain efficiency data from a prototype.
陆地交通工具,即汽车,是地球上的主要交通工具,由于燃烧化石燃料而排放有害的温室气体。通过在车辆上安装再生系统,内燃机(ICE)的燃料消耗通过捕获通常在制动过程中损失的能量并重新利用它来帮助推动车辆,从而降低了燃料消耗。本文所描述的工作探讨了气动再生制动系统(PRBS)的实用性。成功地设计了一个功能样机并进行了测试,获得了样机的效率数据。
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引用次数: 1
Efficient fuzzy color and texture feature extraction technique for content based image retrieval system 基于内容的图像检索系统中有效的模糊颜色和纹理特征提取技术
K. Jayanthi, M. Karthikeyan
The future user needs in the field of Multimedia retrieval is the focus of many research and development activists. It is empirically observed that no single algorithm is efficient in extracting all different types of images like building images, flower images, car images and so on. Hence a thorough analysis of certain color, texture and shape extraction techniques are carried out to identify an efficient CBIR technique which suits for a particular type of images. The Extraction of an image includes feature description, index generation and feature detection. The low-level feature extraction techniques are proposed in this paper are tested on Corel database, which contains 1000 images. The feature vectors of the query image (QI) are compared with feature vectors of the database images to obtain matching images(MI). This paper proposes Fuzzy Color and Texture Histogram (FCTH) techniques which extract the matching image based on the similarity of color and edge of an image in the database. The Image Retrieval Precision value (IRP) of the proposed techniques are calculated and compared with that of the existing techniques. The algorithms used in this paper are Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT) and Fuzzy Linking algorithm. The proposed technique results in the improvement of the average precision value. Also FCTH is effective and efficient for image indexing and image retrieval.
未来用户在多媒体检索领域的需求是许多研究和发展活动家关注的焦点。经验观察到,没有一种算法可以有效地提取所有不同类型的图像,如建筑图像、花卉图像、汽车图像等。因此,对某些颜色、纹理和形状提取技术进行了深入的分析,以确定适合特定类型图像的有效CBIR技术。图像的提取包括特征描述、索引生成和特征检测。本文提出的底层特征提取技术在包含1000幅图像的Corel数据库上进行了测试。将查询图像的特征向量(QI)与数据库图像的特征向量进行比较,得到匹配图像(MI)。本文提出了模糊颜色和纹理直方图(FCTH)技术,该技术基于数据库中图像的颜色和边缘的相似性提取匹配图像。计算了所提技术的图像检索精度值(IRP),并与现有技术进行了比较。本文使用的算法有离散余弦变换(DCT)、离散小波变换(DWT)和模糊链接算法。该方法提高了平均精度值。FCTH对于图像索引和图像检索也是有效的。
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引用次数: 5
Fading aware MAC (FAMAC) protocol for mobile adhoc network 衰落感知MAC (FAMAC)移动自组网协议
D. Seth, S. Patnaik, Srikanta Pal
In this paper a new MAC protocol called FAMAC is proposed. This protocol has been designed keeping in view the impact of both small scale and large scale fading environments. Whenever the transmission process encounters a small scale fading environments such as rayleigh or ricean, the action is taken to retransmit the RTS control signal expecting the improvement of the communication environment. In case of large scale fading, the transmission power is increased under the assumption that the communicating environment will remain approximately same in the near future. By using ns2 simulator, performance of FAMAC the proposed MAC protocol is compared with the two other most widely used MAC protocol DCF & EDCF. Avg. end-to-end delay and throughput are taken as the performance measure for the purpose. It was observed that the proposed FAMAC protocol shows improved results in comparison to DCF & EDCF. FAMAC shows higher throughput and lesser avg. delay in comparison to other MAC protocols. It was also observed that in FAMAC, the throughput and avg. and-to-end delay remains unaffected by various fading environment. But in DCF and EDCF, those are affected by Rayleigh and Ricean fading environment.
本文提出了一种新的MAC协议FAMAC。该协议的设计考虑了小规模和大规模衰落环境的影响。每当传输过程中遇到瑞利、米恩等小规模衰落环境时,就采取行动,重传RTS控制信号,期待通信环境的改善。在大规模衰落的情况下,假设在不久的将来通信环境大致保持不变的情况下,增加传输功率。通过ns2模拟器,将FAMAC协议的性能与另外两种最常用的MAC协议DCF和EDCF进行了比较。采用端到端平均延迟和吞吐量作为性能指标。与DCF和EDCF相比,所提出的FAMAC协议具有更好的效果。与其他MAC协议相比,FAMAC具有更高的吞吐量和更小的平均延迟。在FAMAC中,吞吐量和平均到端延迟不受各种衰落环境的影响。但在DCF和EDCF中,受瑞利和赖斯衰落环境的影响。
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引用次数: 0
Adaptive controller design for the generalized projective synchronization of Yu Four-Wing systems 余四翼系统广义投影同步的自适应控制器设计
S. Vaidyanathan, S. Pakiriswamy
Synchronization of different types, especially generalized projective synchronization, control and regulation of chaotic systems are important areas of research in the control literature and various methods have been adopted for these research problems. Also, the discovery of multi-scroll chaotic systems in various applications, and the control of such systems are important research areas in chaos theory. Yu four-wing chaotic system (2011) is a novel 4-D chaotic system with a positive Lyapunov exponent. This paper with the help of adaptive control design derives new results for the GPS of Yu four-wing chaotic systems when there is no knowledge of system parameters. MATLAB simulations have been shown to demonstrate the adaptive GPS results derived for the Yu four-wing chaotic systems.
不同类型的同步,特别是广义投影同步,混沌系统的控制和调节是控制文献中重要的研究领域,并采用了各种方法来研究这些问题。此外,多涡旋混沌系统在各种应用中的发现及其控制也是混沌理论的重要研究领域。Yu四翼混沌系统(2011)是一种具有正Lyapunov指数的新型四维混沌系统。本文利用自适应控制设计方法,在不知道系统参数的情况下,对羽四翼混沌系统的GPS进行了新的求解。MATLAB仿真结果验证了对羽四翼混沌系统的自适应GPS定位结果。
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引用次数: 1
期刊
2014 IEEE International Conference on Computational Intelligence and Computing Research
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