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2016 11th International Design & Test Symposium (IDT)最新文献

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A novel bio-inspired coding scheme for wireless sensor networks 一种新的无线传感器网络仿生编码方案
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843020
H. Yaich, M. Masmoudi
This article presents a new coders / decoders of images inspired by the retina for wireless sensors networks (WSN). Indeed, the problem of the compression is important for questions of energy saving, in particular for embedded system. We are convinced that a change is necessary in the philosophy which underlies the conception (design) of the coders / decoders of images to end in innovative and successful systems. The main hypothesis in this work is that the retina generates for the visual stimuli a compressed neural code. Our compression scheme is a combination of a compressed neural code of the retina and data compression techniques.
本文提出了一种受视网膜启发的用于无线传感器网络(WSN)的新型图像编码器/解码器。实际上,压缩问题对于节能问题,特别是嵌入式系统的节能问题是非常重要的。我们相信,为了实现创新和成功的系统,图像编码器/解码器的概念(设计)背后的理念有必要进行改变。这项工作的主要假设是,视网膜为视觉刺激产生一种压缩的神经编码。我们的压缩方案结合了视网膜的压缩神经代码和数据压缩技术。
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引用次数: 0
Low-voltage and low-power OTA using source-degeneration technique and its application in Gm-C filter 基于源退化技术的低压低功耗OTA及其在Gm-C滤波器中的应用
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843044
Karima Garradhi, N. Hassen, K. Besbes
A new high performance OTA circuit using source degeneration technique and a flipped-voltage follower current mirror is presented. Source-degeneration techniques improve the bias current of the input differential pair when large signals are applied, thus, increasing circuit dynamic characteristics. The OTA is implemented in Tower Jazz 0.18µm TS18SL technology under a ± 0.9V supply voltage. Simulation results show that the OTA achieves a wide differential input range, a good Gm tenability and a low power consumption of 1.2µW. A first order Gm-C filter based on the proposed OTA is designed and simulation results are presented and commented.
提出了一种采用源退化技术和倒转电压跟随器电流镜的高性能OTA电路。当输入大信号时,源退化技术提高了输入差分对的偏置电流,从而提高了电路的动态特性。OTA采用Tower Jazz 0.18µm TS18SL技术,电源电压为±0.9V。仿真结果表明,OTA具有较宽的差分输入范围、良好的Gm可持续性和1.2 μ W的低功耗。基于所提出的OTA设计了一阶Gm-C滤波器,给出了仿真结果并给出了评价。
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引用次数: 13
Sobel edge detection system design and integration on an FPGA based HD video streaming architecture Sobel边缘检测系统的设计与集成基于FPGA的高清视频流架构
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843033
Abdelkader Ben Amara, E. Pissaloux, Mohamed Atri
Complex image processing algorithms (e.g. Sobel edge detection) combined with higher resolution video streaming, are so computationally and put bigger demands on processing power. Unlike the software solutions, parallel solutions satisfy well these algorithms' performance, but using a programmable logic such as FPGA's can provide us more. Driven by the rapid technological advances, today it's possible to combine a high-speed CPU and an FPGA technology on a single system on Chip (SoC), such as the Xilinx Zynq 7000 series. In this paper, we present a HD video streaming architecture and a Sobel edge detection IP core design and implementation using a high-level synthesis workflow. A HD video with a 1080p resolution streamed from a laptop HDMI interface. The processed videos were displayed by the use of a monitor. For implementation, we used a Digilent ZYBO Zynq ZC7010 based platform and our experimental results will be compared with an NVIDIA M840 GPU.
复杂的图像处理算法(如Sobel边缘检测)与更高分辨率的视频流相结合,计算量大,对处理能力的要求更高。与软件解决方案不同,并行解决方案很好地满足了这些算法的性能,但使用可编程逻辑(如FPGA)可以提供更多。在快速技术进步的推动下,今天可以将高速CPU和FPGA技术结合在单个片上系统(SoC)上,例如Xilinx Zynq 7000系列。在本文中,我们提出了一个高清视频流架构和一个Sobel边缘检测IP核的设计和实现,使用高级合成工作流。1080p分辨率的高清视频从笔记本电脑的HDMI接口流。经过处理的视频通过显示器显示出来。为了实现,我们使用了Digilent ZYBO Zynq ZC7010平台,我们的实验结果将与NVIDIA M840 GPU进行比较。
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引用次数: 17
A lighting independent vision based system for driver assistance 一种基于照明独立视觉的驾驶员辅助系统
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843064
Sabrine Hamdi, H. Faiedh, C. Souani, K. Besbes
Automatic road signs recognition (RSR) aims to increase the safety for all traffic participants such as drivers and pedestrians. Despite all the significant advances in road sign detection brought by computer vision for driving assistance, it is still a challenging problem. One reason is the extremely varying lighting conditions, namely daytime and nighttime. An automatic system equipped with a camera on the dashboard of the vehicle, must detect and alarms the driver when a road sign is present in poor lighting conditions. Most of existing RSR systems divided the problem into three modules: object detection, shape recognition and content classification. This paper's main objective is to develop an adequate and robust system for road signs detection independent of lighting. The road sign detection is based on the RGB-color space segmentation with an empirically determined threshold. It extracts the relevant red and blue regions in the image with limit values of Bounding Boxes. The extraction algorithm proposed and its performances are tested and discussed in a dataset of real driving scenarios, captured under various weather conditions.
自动道路标志识别(RSR)旨在提高所有交通参与者(如司机和行人)的安全。尽管计算机视觉在道路标志检测方面取得了重大进展,但它仍然是一个具有挑战性的问题。一个原因是极端不同的照明条件,即白天和夜间。在车辆的仪表盘上配备了摄像头的自动系统,必须在光线不足的情况下检测并警告驾驶员道路标志。大多数现有的RSR系统将问题分为三个模块:目标检测、形状识别和内容分类。本文的主要目标是开发一个独立于照明的充足和强大的道路标志检测系统。道路标志检测是基于经验确定阈值的rgb颜色空间分割。利用边界框的极限值提取图像中相关的红色和蓝色区域。在各种天气条件下捕获的真实驾驶场景数据集中,对所提出的提取算法及其性能进行了测试和讨论。
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引用次数: 5
Fast oriented Anisotropic Diffusion filter 快速定向各向异性扩散滤波器
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843060
A. Fredj, J. Malek, E. Bourennane
In image and video processing the denoising process is an important step before several processing tasks. This paper presents a Faster Oriented Speckle Reducing Anisotropic Diffusion filter (FOSRAD) method to speed up the processing time and keep a higher quality of image, which can be considered as a modified version of the Oriented Speckle Reducing Anisotropic Diffusion (OSRAD) filter. The OSRAD works very well for denoising images with speckle noise. However, this filter has a powerful computational complexity and is not suitable for real time implementation. In this paper we propose a new scheme for optimizing the processing time based on look ahead decomposition technique. This method leads to dividing the processing time by two. Compared to the conventional OSRAD filter, the proposed filter has the advantage of speeding up the numerical scheme. The simulation result show that the FOSRAD filter improved the execution time by 14× compared to the original OSRAD filter. A comparison measure is given by the metrics like the mean structural similarity index and the peak signal-to-noise ratio.
在图像和视频处理中,去噪是处理前的一个重要步骤。本文提出了一种更快的定向散斑减少各向异性扩散滤波器(FOSRAD)方法,以加快处理时间并保持较高的图像质量,可视为定向散斑减少各向异性扩散滤波器(OSRAD)的改进版本。OSRAD可以很好地去噪带有斑点噪声的图像。然而,这种过滤器具有强大的计算复杂度,不适合实时实现。本文提出了一种基于前向分解技术的加工时间优化方案。这种方法导致将处理时间除以2。与传统的OSRAD滤波器相比,该滤波器具有加速数值格式的优点。仿真结果表明,与原有的OSRAD滤波器相比,FOSRAD滤波器的执行时间提高了14倍。通过平均结构相似指数和峰值信噪比等指标给出了一种比较度量。
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引用次数: 9
Embedded adaptation for 3D face analysis using Elastic Riemannian algorithm 基于弹性黎曼算法的三维人脸嵌入自适应分析
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843016
Imed Yehyaoui, T. Frikha, Mohamed Abid, Hassen Drira
Advanced algorithms are used today in multimedia applications and several other fields like wireless communication, medical treatments, defense systems, and a wide variety of consumer applications. These algorithms need more sophisticated systems than ever before. In the wide spreading virtual reality applications and 3D technologies, the need for fast and accurate 3D shape analysis computations, in the ever growing amount of 3D data and scanning systems performance, is steadily growing. In this paper, we propose a hardware acceleration of Elastic riemannian metrics computations for shape analysis used in a 3D face analysis context. The proposed architecture exploit the new concept of Dynamic partial reconfiguration by loading the accelerator in a specified reconfigurable partition, on a Xilinx Zynq-7000 integrated circuit, when needed. The reconfiguration is performed dynamically and partially without blocking or disturbing the rest of the system. The improved hardware acceleration shall enable high-performance computations with lower energy consumption while covering less area on the FPGA.
今天,先进的算法被用于多媒体应用和其他几个领域,如无线通信、医疗、防御系统和各种各样的消费者应用。这些算法需要比以往更复杂的系统。随着虚拟现实应用和3D技术的广泛传播,在不断增长的3D数据量和扫描系统性能方面,对快速准确的3D形状分析计算的需求正在稳步增长。在本文中,我们提出了一种硬件加速的弹性黎曼度量计算,用于三维人脸分析环境中的形状分析。提出的架构利用了动态部分重构的新概念,在需要时将加速器加载到Xilinx Zynq-7000集成电路上的指定可重构分区中。重新配置是动态地、局部地执行的,不会阻塞或干扰系统的其余部分。改进的硬件加速将以更低的能耗实现高性能计算,同时在FPGA上覆盖更小的面积。
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引用次数: 0
Vivado HLS-based implementation of a fall detection decision core on an FPGA platform 基于Vivado hls的跌倒检测决策核在FPGA平台上的实现
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843025
Sahar Abdelhedi, M. Baklouti, R. Bourguiba, Jaouhar Mouine
New ultra-low power FPGAs provide system designers the flexibility to create completely customizable low-power solutions to bring new classes of applications to life. Fall detection is one of the major problems the elderly population is facing. This paper aims to present the design of an heterogeneous wearable system built with Zynq System-On-Chip (SoC) for fall detection. The design has been validated on ARM A9 processor for the software side and using Vivado High Level Synthesis (HLS) for hardware implementation on a Zynq-7010 SoC. The implementation results of the fall detection core showed less power consumed and 50% less on-chip logic resources used compared to the software implementation.
新型超低功耗fpga为系统设计人员提供了创建完全可定制的低功耗解决方案的灵活性,从而使新型应用成为现实。跌倒检测是老年人面临的主要问题之一。本文旨在介绍一种基于Zynq系统芯片(SoC)的异构可穿戴跌倒检测系统的设计。该设计已在ARM A9处理器上进行了软件端验证,并在Zynq-7010 SoC上使用Vivado High Level Synthesis (HLS)进行了硬件实现。与软件实现相比,跌落检测核心的实现结果显示功耗更低,片上逻辑资源使用减少50%。
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引用次数: 2
Human action recognition using RGB data 使用RGB数据的人体动作识别
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843019
Amel Ben Mahjoub, Mohamed Atri
Human action recognition is an important computer vision research area, which is helpful in umpteen applications. This paper presents our method to recognize human activities. We use the Spatio-Temporal Interest Point (STIP) for detection of the important change in the image. Then, we extract appearance and motion features of these interest points using the histogram of Oriented Gradient (HOG) and Histogram of Optical Flow (HOF) descriptors. Finally, we match the Support Vector Machine (SVM) by Bag Of Word (BOW) of the space-time interest point descriptor to give the label of each video sequence. We perform our approach to UTD-MHAD complex dataset and it provides a good action recognition rate. Our proposed algorithm perform better than other methods based on the same sequence data of the public UTD-MHAD database.
人体动作识别是计算机视觉的一个重要研究领域,具有广泛的应用前景。本文提出了一种识别人类活动的方法。我们使用时空兴趣点(STIP)来检测图像中的重要变化。然后,我们使用定向梯度直方图和光流直方图描述符提取这些兴趣点的外观和运动特征。最后,利用时空兴趣点描述符的词袋(BOW)对支持向量机(SVM)进行匹配,给出每个视频序列的标签。将该方法应用于UTD-MHAD复杂数据集,取得了较好的动作识别率。本文提出的算法比基于公共UTD-MHAD数据库相同序列数据的其他方法性能更好。
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引用次数: 22
Resistive termination low noise amplifier for bio-sensor applications 用于生物传感器的阻性端接低噪声放大器
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843048
Maissa Daoud, H. Mnif, M. Ghorbel
A resistive termination low noise amplifier (RTLNA) for biosensor application is presented. The proposed RTLNA consists of merging the block of the input impedance matching with the amplification block to reduce the LNA size. Several techniques are used to reach this goal. The exploitation of the internal capacitors of the CMOS transistors helped us to avoid the use of capacitors. The choice of the resistive termination LNA is explained by the good performances that offers this architecture like high gain, good linearity and stability. The RTLNA comprising only one inductor, resistor and four CMOS transistors without affecting the circuit performances. In the ISM band (2.45GHz) the proposed LNA achieves a maximum voltage gain of about 19.6 dB, a minimum noise figure of 4.8dB and an IIP3 of +4dBm.
介绍了一种应用于生物传感器的阻性端接低噪声放大器。提出的RTLNA包括将输入阻抗匹配的块与放大块合并,以减小LNA的尺寸。为了达到这个目标,使用了几种技术。CMOS晶体管内部电容的开发使我们避免了使用电容。选择阻性端接LNA的原因在于该结构具有高增益、良好的线性度和稳定性等优良性能。该RTLNA仅由一个电感、电阻和四个CMOS晶体管组成,不影响电路的性能。在ISM频段(2.45GHz), LNA的最大电压增益约为19.6 dB,最小噪声系数为4.8dB, IIP3为+4dBm。
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引用次数: 5
Non-volatile look-up table based FPGA implementations 基于FPGA的非易失查找表实现
Pub Date : 2016-12-01 DOI: 10.1109/IDT.2016.7843034
Lei Xie, Hoang Anh Du Nguyen, M. Taouil, S. Hamdioui, K. Bertels, M. Alfailakawi
Many emerging technologies are under investigation to realize alternatives for future scalable electronics. Memristor is one of the most promising candidates due to memrsitor's non-volatility, high integration density, near-zero standby power consumption, etc. Memristors have been recently utilized in non-volatile memory, neuromorphic system, resistive computing architecture, and FPGA to name but a few. An FPGA typically consists of configurable logic blocks (CLBs), programmable interconnects, configuration, and block memories. Most of the recent work done was focused on using memristor to build FPGA interconnects and memories. This paper proposes two novel FPGA implementations that utilize memristor-based CLBs and their corresponding automatic design flow. To illustrate the potential of the proposed implementations, they are benchmarked using Toronto 20, and compared with the state-of-the-art in terms of area and delay. The experimental results show that both the area (up to 4.24×) and delay (up to 1.46×) of the novel FPGAs are very promising.
许多新兴技术正在研究中,以实现未来可扩展电子产品的替代方案。忆阻器具有非易失性、高集成度、近乎零待机功耗等优点,是最有前途的候选器件之一。忆阻器近年来已被应用于非易失性存储器、神经形态系统、电阻式计算架构和FPGA等领域。FPGA通常由可配置逻辑块(clb)、可编程互连、配置和块存储器组成。最近的大部分工作都集中在使用忆阻器来构建FPGA互连和存储器上。本文提出了两种利用基于忆阻器的clb的FPGA实现及其相应的自动设计流程。为了说明拟议实现的潜力,使用多伦多20对它们进行了基准测试,并在面积和延迟方面与最先进的进行了比较。实验结果表明,该fpga的面积可达4.24倍,延时可达1.46倍。
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引用次数: 9
期刊
2016 11th International Design & Test Symposium (IDT)
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