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检索条件"任意字段=2017 Conference on Design and Architectures for Signal and Image Processing, DASIP 2017"

共 891 条记录，以下是181-190 订阅

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The Coarse and Fine Granular Fault Tolerance Techniques in FPGA-based Processors 21

The Coarse and Fine Granular Fault Tolerance Techniques in F...

引用

conference on signal processing: Algorithms, architectures, Arrangements, and Applications (SPA)

作者： Hosseinzadeh, Farnoosh Pfeifer, Petr Vierhaus, Heinrich Theodor Brandenburg Tech Univ Cottbus Fac Elect Engn & Informat Technol Cottbus Germany

ISBN: (纸本)9788362065301

Due to the features of FPGA architectures such as high performance and reconfiguration at run time, they have become remarkable contenders for many mission critical applications, much beyond rapid prototyping only. As the feature size of the semiconductor technology shrinks, also FPGA-based systems using underlying nano-technologies suffer from age induced parameter deterioration that may finally result in permanent faults. Hence, the mechanisms embedding into such systems for detecting and handling such faults in the field of operation is an essential requirement for increasing the reliability. This paper presents different approaches in handling the permanent faults in FPGA-based soft processors at a coarse and fine granularity. Self-repair methods are implemented through utilizing spare units as a substitute of corrupted units in the design and a partial reconfiguration technique. The method aims at using local fault handling methods to make use of extra resources in the system with the lowest overhead in time and area. The results were achieved by using Xilinx 28 nm technology and two soft processors.

关键词： FPGA fault tolerance design Permanent faults Spare Module partial reconfiguration soft processor

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design and Implementation of Adaptive signal processing Systems Using Markov Decision Processes 28

Design and Implementation of Adaptive Signal Processing Syst...

引用

28th IEEE International conference on Application-specific Systems, architectures and Processors (ASAP)

作者： Li, Lin Sapio, Adrian E. Wu, Jiahao Liu, Yanzhou Lee, Kyunghun Wolf, Marilyn Bhattacharyya, Shuvra S. Univ Maryland ECE Dept College Pk MD 20742 USA Tampere Univ Technol Dept Elect & Commun Engn Tampere Finland Georgia Inst Technol Atlanta GA 30332 USA

ISBN: (纸本)9781509048250

In this paper, we propose a novel framework, called Hierarchical MDP framework for Compact System-level Modeling (HMCSM), for design and implementation of adaptive embedded signal processing systems. The HMCSM framework applies Markov decision processes (MDPs) to enable autonomous adaptation of embedded signal processing under multidimensional constraints and optimization objectives. The framework integrates automated, MDP-based generation of optimal reconfiguration policies, dataflow-based application modeling, and implementation of embedded control software that carries out the generated reconfiguration policies. HMCSM systematically decomposes a complex, monolithic MDP into a set of separate MDPs that are connected hierarchically, and that operate more efficiently through such a modularized structure. We demonstrate the effectiveness of our new MDP-based system design framework through experiments with an adaptive wireless communications receiver.

关键词： Adaptation models Adaptive signal processing Adaptive systems Tools Receivers Stochastic processes

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ON CLASSIFICATION OF DISTORTED imageS WITH DEEP CONVOLUTIONAL NEURAL NETWORKS

ON CLASSIFICATION OF DISTORTED IMAGES WITH DEEP CONVOLUTIONA...

引用

IEEE International conference on Acoustics, Speech, and signal processing (ICASSP)

作者： Zhou, Yiren Song, Sibo Cheung, Ngai-Man Singapore Univ Technol & Design Singapore Singapore

ISBN: (纸本)9781509041176

image blur and image noise are common distortions during image acquisition. In this paper, we systematically study the effect of image distortions on the deep neural network (DNN) image classifiers. First, we examine the DNN classifier performance under four types of distortions. Second, we propose two approaches to alleviate the effect of image distortion: re-training and fine-tuning with noisy images. Our results suggest that, under certain conditions, fine-tuning with noisy images can alleviate much effect due to distorted inputs, and is more practical than re-training.

关键词： image blur image noise deep convolutional neural networks re-training fine-tuning

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A New Formulation for design of Digital IIR Band Stop Filters

A New Formulation for Design of Digital IIR Band Stop Filter...

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International conference on Vision, image and signal processing ICVISP

作者： Phuoc Si Nguyen Victoria Univ Technol Elect & Elect Dept Melbourne Vic Australia

ISBN: (纸本)9781538606124

This paper introduces a new general mathematical method for calculating the poles and zeros of a digital filter when transforming the poles and zeros of an analog filter in the s-domain into the poles and zeros of a digital filter in the z-domain by using inverse bilinear z-transformation with pre-warping frequency technique. This paper also analyzes the poles and zeros of the digital Butterworth filters and indicates where they are distributed in the geometric curve in the z-domain, which allows visualization of the pole-zero locations and the stability of the desired digital filter design. In addition, the center frequency and the notch frequency are discussed in the designing of the digital Butterworth band stop. From that, the relationships among the lower frequency, the upper frequency and the notch frequency are derived and used as a new method to design a digital Butterworth band stop filter. In a special case, in which the notch frequency is equal to one quarter of the sampling frequency fs, the pole-zero transfer functions of the digital Butterworth filters are also investigated and it can be used to design a half-band filter in multi-rate digital signal processing.

关键词： Band stop filter notch frequency center frequency bilinear z-transformation inverse bilinear z-transformation

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Special session 1 automotive parallel computing challenges - architectures, applications and tricks

Special session 1 automotive parallel computing challenges -...

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conference on design and architectures for signal and image processing

作者： Walter Stechele Tomasz Kryjak Lionel Lacassagne Dominique Houzet Martin Danek Technical University of Munich Germany AGH University of Science and Technology Krakow Poland University Pierre and Marie Curie Paris 6 France Grenoble University France daiteq Czech Republic

ISBN: (纸本)9781509030859

The focus of this special session is on computational challenges and solutions related to automotive parallel computing. The five papers cover aspects of machine learning, FPGA-based hardware acceleration, memory optimization, and multi-core systems. Application areas include image and radar processing, as well as AUTOSAR applications.

关键词： PARALLEL processing (COMPUTERS) automotive engineering images imagery (Psychotherapy) ARCHITECTURE Solutions aspect

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Special session 2 Computer vision and image analysis

Special session 2 Computer vision and Image analysis

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conference on design and architectures for signal and image processing

作者： Patrice Delmas Rachel Ababou Auckland University New Zealand St Cyr Coetquidan France

ISBN: (纸本)9781509030859

Computer vision and image analysis have taken advantage of five decades of intense development. The complexity of the algorithms in this field can now benefit from dramatically increasing computational power to offer viable applications going from embedded systems to cloud computing. This special session proposes three papers dealing with the implementation of computer vision and image analysis applications on embedded systems.

关键词： images computer vision image analysis Embedded systems computational power

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conference Support and Sponsors

Conference Support and Sponsors

引用

conference on design and architectures for signal and image processing

The conference organizers greatly appreciate the support of the various corporate sponsors listed.

ISBN: (数字)9781728140742

ISBN: (纸本)9781728140759

The conference organizers greatly appreciate the support of the various corporate sponsors listed.

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Demo night

Demo night

引用

conference on design and architectures for signal and image processing

作者： Tomasz Kryjak Jorge Portilla AGH University of Science and Technology Poland Universidad Politécnica de Madrid Spain

During the dasip 2014 Demo Night, universities and public research institutes will demonstrate their hardware platforms, prototypes and tools. Demos shown at the Demo Night are accompanied by a short paper describing the demo and associated work, which are included in the conference Proceedings. The goal of this event is to present collaborative projects and to demonstrate working solutions. dasip Demo Night includes a reception with a casual social environment conducive to friendly discussions and networking.

关键词： Hardware Prototypes conference proceedings Collaboration Robustness Open source software Space exploration

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Exploration platform of embedded simd architecture for autonomous retinas

Exploration platform of embedded simd architecture for auton...

引用

conference on design and architectures for signal and image processing

作者： Stéphane Chevobbe Suresh Pajaniradja Laurent Letellier Embedded Computing Laboratory CEA/List Gif-sur-Yvette France

An integrated smart camera is a single chip composed of a sensor tightly coupled with one or more processing elements. The image processing applications that are mapped on such systems can require processing power in the range of supercomputer. To face the increasing application needs we propose in this paper a SIMD based processor optimized for the low and intermediate level of image processing. The architecture is composed of several SIMD cluster. Each cluster includes a configurable number of 2-Way PE (processing Element) ranging from 32 to 256 running at 200 MHz. These cluster configurations provide between 12 to 102 GOPS.

关键词： Pixel image processing Registers Hardware Computer architecture Parallel processing Software

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Sobel Filter Operation in image processing via Stochastic Arithmetic-Logic Unit design 25

Sobel Filter Operation in Image Processing via Stochastic Ar...

引用

25th signal processing and Communications Applications conference (SIU)

作者： Aygun, Setcan Altun, Mustafa Gunes, Ece Olcay Yildiz Tekn Univ Bilgisayar Muhendisligi Bolumu Istanbul Turkey Istanbul Tech Univ Elekt & Haberlesme Muhendisligi Bolumu Istanbul Turkey

ISBN: (纸本)9781509064946

With the increase of technological developments, the speed limit of the processors that have emerged has accelerated the reduction of nanotechnological solutions of transistors into atomic dimensions from nanometers. Physical systems in which stochastic computation is critical instead of deterministic computation by taking action from atomic behavior are discussed. For this reason, as an interdisciplinary study, this paper will discuss the application of the arithmetic-logic unit in stochastic behavior for the design issues and image processing applications. The logic level design made by considering the design constraints will be used during known image filtering operations. Probabilistic pixel values in binary that sent to the input of the arithmetic logic unit will be used in the Sobel image processing operator. The images are processed with both conventional filter and stochastic filter, then the results obtained will be given visually.

关键词： ALU design image processing computational nanoelectronics nanotechnology Sobel operator stochastic computing

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